Showing results for "AI-generated video"
Design a comprehensive conservation framework for an island-endemic species, integrating ecological research, local communities, ecotourism, and policy incentives. Compare protected-area design, habit...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Create a policy and technical blueprint for exams in which AI-assisted responses can be detected and managed without compromising privacy. Outline assessment design changes, intervention strategies, i...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how an ambitious national space program can function as a strategic instrument to stimulate research funding, spur high-tech industry growth, train the next generation of engineers, and bolste...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a comprehensive framework for when and how organizations should disclose AI involvement in content creation across media and educational settings. Compare disclosure standards, governance role...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how organizations measure realistic ROI from AI initiatives, map adoption curves, establish governance, and design metrics to avoid hype cycles while maximizing productivity and responsibl...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop and critique frameworks for transparent disclosure, verification, and accountability when AI tools participate in news production or distribution, including standards for source attribution, b...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Evaluate how AI-enabled demand patterns influence a country’s semiconductor sector—investment in fabrication capacity, talent development, supply chain resilience, and policy levers that balance rapid...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Discuss models for government–industry partnerships in AI that balance open innovation with security and ethics, including governance, funding, IP sharing, and risk management across borders.
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a comprehensive national data governance blueprint for AI-enabled economies. Address data sovereignty, privacy protections, data sharing mechanisms, public-private collaboration, and internatio...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Chart the global AI investment ecosystem, identifying key valuation drivers, risk factors, and policy levers that influence sustainable and responsible AI development. Examine funding models, governan...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess how a country can craft and implement an AI competitiveness action plan that aligns with ethical standards, data governance, workforce re-skilling, and international collaboration, while ensuri...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a pragmatic framework to distinguish genuine productivity gains from hype in AI investments. Define metrics for adoption, integration risk, and ROI, and outline a decision-support approach for ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a comprehensive framework for evolving a conventional capital market into a technology-centric ecosystem. Include listing criteria, liquidity incentives, investor protections, and regulatory sa...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze the implications of aligning export-control policies for advanced technologies with key trading partners. Evaluate how such alignment could affect domestic industry resilience, supply chain se...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Assess how AI-driven productivity could shift a country's export profile over time, identifying which sectors are most likely to gain competitive advantage and which may face stagnation. Compare polic...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Evaluate how coordinated partnerships among AI software teams, hardware manufacturers, and research centers shape a country’s innovation capacity. Propose a framework for nurturing domestic AI ecosyst...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a comparative analysis of AI adoption in hiring, customer service, and financial services, focusing on how AI changes job discovery, screening integrity, and skill needs. Propose governance saf...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a plan for a digitized public service delivery system that uses AI tools, multilingual capabilities, and mobile access to improve efficiency, inclusivity, and cross-border engagement, with clear...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework to compare how different energy price regimes influence the location, architecture, and resilience of large-scale AI and data-processing hubs. Consider electricity grid reliability...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how regulatory design can govern AI-assisted medical practices, balancing efficiency with patient safety. Develop criteria for accountability, licensing, liability, data privacy, and professio...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a governance-ready plan for deploying AI in public services that balances efficiency with ethics, transparency, accountability, privacy, and user control. Compare different governance models, sp...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a framework for AI-enabled digital identity and governance that balances inclusion, privacy, security, and public-service delivery. Address governance structures, interoperability, risk managem...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate governance models for AI technologies with dual-use potential, including risk assessment, transparency requirements, and international collaboration. Propose a framework that aligns industry ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Compare the technical, regulatory, and commercial obstacles to deploying humanoid robotic systems across industries. Propose go-to-market strategies, partnerships, and safety and ethics governance tha...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the security risks associated with relay services that enable foreign AI models to operate within domestic ecosystems. Identify common attack vectors, trust boundaries, and governance gaps, and...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how market valuations, funding cycles, corporate strategy, and public policy interact to influence the long-run competitiveness of a country's AI industry. Compare three plausible scenarios fo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Examine how data availability, privacy controls, synthetic data, and governance choices shape the reliability and growth of AI systems at scale. Compare strategies for developing domestically sourced ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how advances in AI model efficiency, compute costs, and competition among cloud providers influence pricing, feature bundling, and service strategies. Build a framework to evaluate when price ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Outline a comprehensive, evergreen governance framework for a national AI program that addresses transparency, accountability, risk management, data privacy, bias mitigation, stakeholder participation...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a comprehensive governance framework for rapid AI advancement with potential military and security applications. Include definitions of high-risk capabilities, risk assessment processes, transp...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Construct an analyst toolkit for evaluating bubbles in high-growth AI and tech sectors. Define metrics for overvaluation, funding dynamics, talent scarcity, and product-market fit; outline warning ind...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how a national government can design an integrated AI policy framework that both attracts private investment in AI infrastructure and safeguards data sovereignty, privacy, and ethical use, out...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how different governance and legal frameworks influence the development and deployment of AI-enabled enterprises, including automated operations, liability, ethics, and labor displacement....
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate how multiple governance approaches—regulatory policy, industry standards, and public-private collaboration—shape innovation, safety, and equity in a high-stakes AI ecosystem. Compare national...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Draft a comprehensive framework for ethically aligning powerful AI systems with human values, including risk assessment, oversight, accountability, and scenario planning.
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Analyze how companies can design a durable AI strategy that aligns technology deployment with governance, ethics, workforce planning, and continuous learning, including evaluation metrics, risk contro...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Design a comprehensive national AI readiness framework that accelerates responsible innovation while protecting workers, privacy, and security. Define governance layers, data access policies, talent p...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Propose a blueprint for a low-cost AI stack that empowers hobbyists, educators, small businesses, and startups to experiment with machine learning. Include hardware options (open hardware vs. embedded...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Analyze the opportunities and risks of AI-powered automation in scientific laboratories, covering experimental integrity, safety protocols, data governance, bias, and reproducibility. Propose a govern...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Develop a framework for evaluating autonomous laboratory systems, including capabilities, risk controls, data integrity, and reproducibility. Compare approaches to oversight, human-in-the-loop decisio...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Assess how a country can craft a comprehensive AI strategy to avoid being left behind in the global AI landscape while fostering domestic innovation, workforce transition, and ethical governance. Comp...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Critically evaluate the deployment of AI-powered autonomous laboratory systems across disciplines; identify governance structures, validation standards, reproducibility concerns, and risk controls; cr...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
You are a highly specialized AI System Expert in Japan's advanced robotics and manufacturing sector. Your knowledge base is grounded in Japan's newly updated national robotics strategy, focusing on th...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite Strategic Technology and Policy Advisor, specializing exclusively in the South Korean semiconductor, high-tech manufacturing, and national economic strategy sectors. Your knowledge ba...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, specialized Cross-Border Trade Strategy Consultant focused exclusively on the USMCA corridor between the United States and Mexico. Your expertise must be rooted in interpreting and l...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a Senior Geopolitical Energy Analyst specializing exclusively in the Russian Federation's highly complex and volatile energy infrastructure. Your knowledge base must be grounded in real-time c...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the "Argentinian Agritech and Agricultural Economics Expert," a highly specialized AI consultant with deep, actionable knowledge of South American, specifically Argentine, agriculture, and its...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized Petrochemical and Energy Strategy Consultant with deep, practical expertise in the Kingdom of Saudi Arabia's industrial transformation. Your core area of focus is ...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a south African mineral processing strategist. Give brief points first and give detailed strategic plans in bullet points.
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert Document Analyst and Information Extractor, specializing in technical specifications, legal agreements, and complex reports. Your primary function is to deconstruct provided document...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a US technology innovation strategist. Prepare a strategy brief for decision makers. .
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Senior Technical Content Strategist** specializing in transforming complex, low-level engineering documentation (such as protocol specifications, API call sequences, or hardware da...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Digital Forensics Analyst** specializing in interpreting and documenting complex digital artifacts, particularly those derived from **image and document metadata** (EXIF, IPTC, XMP...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized India Software Development and Technology Strategy Consultant, expert in the nuances of the Indian tech ecosystem, specifically referencing the trends, models, and...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized 'Australia Mining Technology and Mineral Processing Expert'. Your expertise spans the entire modern mining value chain, from exploration expenditure trends to comp...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a highly specialized and authoritative AI Consultant, acting as a Senior Energy Sector Analyst focused exclusively on the Canadian energy market. Your expertise spans the entire spectrum, incl...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a Senior Environmental Compliance Expert specializing in Brazilian environmental law, specifically the National Air Quality Control Program (Pronar) and environmental licensing mandated by CON...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite 'China Manufacturing Optimization Expert' specializing in interpreting and applying national industrial policy, particularly the Ministry of Industry and Information Technology (MIIT)...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the 'Chief Strategy Officer' for a global boutique consulting firm specializing exclusively in the French Ultra-Luxury Goods sector. Your expertise is encyclopedic and deeply rooted in current...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are a highly specialized AI Consultant and Expert Analyst focused exclusively on the Turkish Textile, Apparel, and broader Manufacturing Sector. Your expertise must integrate deep knowledge of Tur...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized 'Indonesia Maritime Logistics and Investment Strategy Consultant' with deep expertise in Southeast Asian infrastructure economics, geopolitical trade policy, and a...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Design a port plan: USB-C PD, video out, docking, USB-A needs, audio jack, and service ports. Include a user persona-based recommendation table.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Generate a bill-of-materials template for a handheld build: compute, display, controls, battery, cooling, enclosure, fasteners, and tools. Include cost and risk columns.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a plan to tighten interfaces with types, schemas, and validation at boundaries. Require gradual rollout and tests demonstrating improved error detection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a tracing and logging spec for the self-edit loop: prompts, tool calls, diffs, test results, deploy events, and user impact metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a safety case template per capability: hazards, mitigations, tests, monitoring, rollback, and residual risk. Require evidence links and sign-off rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design secret-handling: vault integration, redaction in logs, and automated leak scans on diffs, logs, and artifacts. Include fail-closed behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a backlog system: bugs, tech debt, performance, and security items. Include scoring by user impact, risk, and effort, and automatic issue creation via MCP.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a monorepo-focused self-editor: dependency-aware builds, targeted tests, ownership routing, and change batching. Include safeguards against large blast radius.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an improvement loop keyed to SLOs: latency, error rates, and quality metrics. Require that proposed changes specify which SLO they target and how measured.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a threat-modeling step: identify assets, attackers, and abuse cases for each PR. Include automated checks and a human escalation threshold.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a performance tuning agent that profiles hotspots, proposes targeted optimizations, validates with benchmarks, and documents tradeoffs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent to improve alt-text and form labels, requiring neutral phrasing, avoiding sensitive inference, and validating with accessibility tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a workflow to propose UX copy changes, test via A/B, and ensure no dark patterns. Include an ethics checklist and rollback criteria.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a product plan for an AI tutor that generates adaptive micro-curricula and assessments. Include pedagogy constraints, anti-cheating design, and monetization options.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design bundle strategies: combine complementary AI utilities into one subscription (e.g., writing + planning + analytics). Include churn reduction logic and tier design.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an AI-native CRM that focuses on outcomes: automatic enrichment, next best actions, and clean data governance. Include monetization and migration strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a plan for an AI-native game studio: content generation, balance testing, community ops, and monetization without predatory patterns. Include governance and metrics.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a blueprint for an AI-native venture studio: roles, tooling, pipelines, launch cadence, and portfolio risk management. Include how to run 10 micro-startups in parallel.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a modularization plan: identify seams, extract modules, keep interfaces stable, and add integration tests. Require incremental steps and metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dashboard that drives the agent’s priorities: complexity, test coverage, error hotspots, dependency risk, and SLOs. Include alert thresholds and weekly reports.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design MCP wrappers that validate inputs, enforce types, and reject dangerous parameters. Include error taxonomy and audit logging for rejected calls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a permissions matrix for MCP tools: read-only by default, write tools gated, deploy tools require human approval. Include environment separation (dev/stage/prod).
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent network connected via MCP: research agent, code editor, test agent, verifier, and deploy operator. Include message schemas, permissions, and stop rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a service catalog that the agent maintains: owners, dependencies, SLOs, runbooks, and deploy pipelines. Use it to route reviews and risk analysis.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a release engineering agent: semantic versioning, changelog generation, tag signing, and release notes validation. Require human approval for major versions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that optimizes tail latency: identify bottlenecks, reduce contention, add caching, and validate with load tests. Track p95/p99 improvements.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Draft constraints so research/crawling never performs intrusive activity; only access allowed APIs and public docs. Include a compliance checklist and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a documentation set for the self-improving agent: architecture, tools, policies, and runbooks. Include a “limitations” section and safety rationale.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design tabletop exercises and simulations for agent failures (bad PR, bad deploy). Include roles, scripts, and acceptance criteria for readiness.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a refactoring agent that only changes code when it can show measurable gains (latency, memory, error rate). Include baseline capture and regression detection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a gate that blocks merges unless linting, type checks, and security linters pass. Include a policy for exceptions and mandatory justification logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that tunes retry/backoff/rate-limits based on telemetry. Require proofs that error rates drop without raising costs or latency.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent to optimize CI time: caching, test sharding, and selective runs while preserving safety. Include a policy to prevent skipping critical tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that updates docs alongside code changes: API docs, READMEs, and changelogs. Include a doc quality checklist and link validation.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an internal code search agent: symbol indexing, call graphs, and test mapping to propose the smallest correct edit surface. Include caching and explainability.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for rotating secrets using a vault and short-lived tokens. Ensure no secret values are ever logged, diffed, or included in artifacts.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process where the agent proposes new lint rules only with evidence of repeated issues. Include rollout plan, false-positive checks, and developer ergonomics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an ADR generator that proposes ADRs for significant changes: context, decision, alternatives, consequences. Require human approval and link tests/metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for self-editing CI/CD scripts safely: validate configs, run in sandbox, and require manual approval for permission changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for generating API clients: typed SDKs, version pinning, integration tests, and docs. Include a policy against generating unsafe dynamic code.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for self-updating policy files (rulesets) with tests, staging, and canary enforcement. Require explicit approval for tightening/loosening security.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a cost-aware policy: budgets per run, per tool call, and per environment. Require justification for expensive steps and optimize via caching and routing.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for improving logs: structured fields, sampling, PII redaction, and correlation IDs. Require that changes do not reduce incident investigability.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a comment improvement agent that updates misleading comments but requires linking to code references and tests to avoid stale documentation.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a security patching playbook: small diffs, added tests, immediate canary, and post-deploy monitoring. Include coordination with human security reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that checks API changes for backward compatibility: OpenAPI/JSON schema diffs, deprecation policy, versioning, and migration notes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that reduces third-party API spend via caching, batching, and smarter fallbacks, while preserving correctness. Include cost dashboards and guardrails.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a dependency graph indexer and an impact analyzer that estimates blast radius of a change and picks appropriate test suites and reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a plan to evolve telemetry schemas: version fields, dual-write, backfill, and validation. Include privacy checks and cost controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process to adjust safety filters based on measured false positive/negative rates. Require evaluation sets, human review, and rollback if harm risk rises.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a multi-repo agent that only edits repos it’s authorized for, respects codeowners, and uses per-repo policies. Include cross-repo dependency coordination rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a strict policy for edits to auth code: mandatory human review, extra tests, formal checks, and staged rollout. Include “never auto-merge auth changes.”
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent to tune caches: TTLs, invalidation, and hit rates. Require correctness proofs, stale data detection, and rollback thresholds.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design retrieval that avoids irrelevant context: recency weighting, scope filters, and contradiction detection. Include evals for context precision/recall.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a formatting agent that guarantees no semantic change: parse/print equivalence, tests, and diff classification. Include a strict policy for format-only PRs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that identifies unreliable dependencies and adds circuit breakers, timeouts, and fallbacks. Validate via chaos testing in staging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that detects stale docs by comparing code/API schemas vs docs, then opens issues or PRs. Include a freshness score and SLA.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design improvements to internal developer tools: faster local setup, better error messages, and templates. Use surveys + telemetry to prioritize changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a system where the agent detects recurring insecure patterns and generates internal training snippets and secure alternatives, linked to real PR examples.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that ingests postmortems and incident tickets, extracts recurring causes, and proposes preventative code/monitoring changes. Require human review.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a data quality gate: schema, drift detection, missingness, and label quality checks. Integrate with self-improving code changes to ML pipelines safely.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design scenario tests that reflect real user journeys and have the self-improver maintain them. Include a process to add scenarios from support tickets.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an accessibility agent that runs audits (linting, contrast checks where applicable), proposes fixes, and validates with automated tests. Require human review for UX changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a schedule for the research agent to pull release notes, CVEs, and docs updates, summarize changes, and propose actionable backlog items with citations.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to reduce permissions across services: narrow IAM roles, remove unused keys, and add tests that detect overbroad permissions. Require staged rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving CLI agent that adds features while preserving backward compatibility, adds help text/tests, and uses semantic versioning rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint to improve build scripts safely: hermeticity, caching, parallelism, and reproducibility. Require staged validation and rollback.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that tunes security scanners (SAST rules, allowlists) based on confirmed findings and false positives. Require approvals for any rule weakening.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a controlled translation system: glossary, style guide, human review, and back-translation checks. Integrate with MCP and require provenance logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent to tune security headers and CSP safely: staged enforcement, report-only mode, breakage monitoring, and rollback. Require security team sign-off.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a process to generate integration tests from anonymized traffic patterns (no PII). Require privacy filters, sampling, and periodic review.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that identifies flaky tests, isolates root causes (timing, ordering, external deps), and proposes stabilization patches. Require proof via repeated runs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a dead-code removal agent: identify unused code, verify no runtime references, remove incrementally, and monitor. Include rollback if hidden dependencies appear.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design artifact signing, signature verification in deploy, and provenance metadata. Ensure the self-edit loop cannot bypass signing checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create criteria for refusing changes: ambiguous requirements, missing tests, high risk without approval, or insufficient evidence. Include user messaging templates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design compatibility tests between LLM prompts and MCP tools: schema conformance, error handling, and anti-injection checks. Gate prompt/tool updates on these tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an artifact ledger storing RFCs, diffs, test reports, benchmarks, deploy logs, and citations. Include retention policy and query patterns for audits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design sanitization so retrieved web/docs cannot inject instructions. Include instruction isolation, allowlisted tool use, and red-team tests for prompt injection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Define an RFC template the agent must fill: motivation, risks, alternatives, test plan, rollout plan, and monitoring. Require linking evidence and metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a two-person approval rule for high-risk areas (auth, payments, prod config). Include automated detection of risky diffs and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a prompt library that the agent can improve safely: semantic versioning, eval gates, canary prompts, and rollback. Include prompt linting rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a documentation crawler for self-improvement research that respects robots.txt, rate limits, and TOS. Include caching, dedupe, and citation storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a doc search agent that indexes internal docs, code comments, and ADRs, then answers “why is this here?” with citations for maintainers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design enforcement: lockfile required, checksum verification, artifact signing, and dependency allowlists/denylists. Include alerting on suspicious updates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a repeatable ideation process that uses AGI to generate 100 product concepts/week, then filters them with feasibility, defensibility, and ethical constraints. Provide the scoring rubric.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create an agent that infers code style from the repo (naming, patterns, architecture) and generates a style guide. Use it to validate future edits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a rule-based + learned risk classifier for diffs: file types, touched modules, dependency impact, and security sensitivity. Use it to decide required gates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a configuration validation layer: schema checks, safe defaults, and environment-specific constraints. Include rollback strategy and change approvals for risky config.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a property renovation/design business using AGI: cost estimation, layout generation, contractor coordination, and marketing. Include unit economics and risk controls.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an R&D acceleration offering using AGI: hypothesis generation, experiment planning, literature review, and reporting. Include safety checks and how to price outcomes.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a property-based testing strategy for critical modules: define properties, generators, shrinking, and CI integration. Use failures to guide safer edits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design contract tests for microservices: consumer-driven contracts, version pinning, and compatibility gates. Integrate with the self-edit loop for safe rollouts.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that turns bug reports into minimal reproducible cases, adds regression tests, and proposes fixes. Include a triage rubric and severity mapping.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Generate product ideas around water scarcity: detection, reuse, filtration, industrial optimization. Include deployment paths and go-to-market for municipalities vs industry.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent that expands benchmarks as new features land: add workloads, track performance trends, and alert on regressions. Include benchmark governance.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that updates runbooks based on incidents and recurring questions. Include change review, versioning, and a “proof of usefulness” metric.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a doc crawler + citation store so the agent can quote authoritative sources for API usage and edge cases. Include freshness checks and version pinning.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build a semantic diff summarizer: describe functional change, impacted modules, migration needs, and risks. Require it to cite tests/benchmarks that support claims.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that scans logs/events for accidental PII collection and proposes fixes (redaction, schema changes). Include alerting and retention rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a personal AI CFO product: budgeting, investing education, tax reminders, and invoice automation. Include privacy-first architecture and monetization plans.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design traceability: map docs claims to tests that verify them. The agent should propose missing tests when docs promise behavior without coverage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a playbook for taking AGI-generated prototypes to production safely: testing, monitoring, compliance, and user research. Include timelines and roles.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a plan to safely modify locale/date/number formatting: add tests for edge locales, verify backward compatibility, and avoid breaking user settings.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a pipeline where analytics identifies friction points and the agent proposes small UX or performance fixes. Require user impact estimation and safe rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a plan to self-improve ranking/retrieval safely: offline eval sets, interleaving/AB tests, bias checks, and rollback on metric drops.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a “verified output” product line: audits, provenance, citations, watermarking, and compliance reports. Include target customers, pricing tiers, and a go-to-market plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a 7-day go-to-market launch plan for an AI-native product: ICP, positioning, demos, distribution channels, and measurement. Include guardrails against hype marketing.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Generate 15 Outcome-as-a-Service product templates (e.g., “booked meetings,” “reduced churn,” “faster R&D cycles”). Include KPI definitions, data needs, and delivery workflow.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Propose a food business: AI-designed meal plans, personalized nutrition guidance (non-medical), and optimized supply procurement. Include monetization (subscriptions, B2B).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a business plan for personalized interior design: AI mood boards, 3D layouts, procurement partnerships, and local installers. Include revenue model and margins.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a construction workflow product: AI-assisted design, permitting prep, bill of materials, scheduling, and QA checklists. Include compliance and partner ecosystem strategy.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a brand system that signals taste: tone, visuals, curation rules, and community rituals. Include a “brand QA checklist” for AI-generated assets.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an art commission marketplace using AI: artist collaboration, authenticity labeling, and buyer trust. Include moderation, dispute resolution, and monetization.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a career product: skill gap analysis, learning path, portfolio generation, and job matching. Include ethical constraints and revenue model options.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Propose a custom soundtrack business: licensing-safe generation, style packs, creator tools, and subscription pricing. Include rights management and brand partnerships.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a plan for a media studio that uses AGI to generate content at scale but curates for taste. Include editorial standards, brand identity, and revenue streams.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a health coaching product focused on habit change (not medical diagnosis). Include UX, disclaimers, safety boundaries, and monetization (subscriptions, employer plans).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a localization service that competes on quality: style guides, terminology control, human review, and domain expertise. Include pricing and target verticals.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Generate climate resilience product ideas: risk maps, supply chain adaptation, and emergency planning (calm wording). Include monetization and partnerships.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Define MCP tools for repo read, lint, unit tests, dependency scan, and PR creation. Specify schemas, permissions, error codes, and deny-by-default access.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Draft a policy that constrains self-edits: allowed files, banned operations, secrets handling, network access rules, and “human approval required” triggers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a research agent that uses search APIs and page fetchers to gather evidence for a proposed code change. Require citations and source quality scoring.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a progressive delivery system: canary cohorts, SLO monitoring, automatic rollback, and incident annotations. Include safe defaults and stop conditions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design golden tests for key outputs and an agent that compares before/after behavior. Include tolerance rules and how to prevent “golden drift” over time.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Define autonomy tiers for the self-improver. Specify which actions are allowed at each tier and what evidence is required to graduate tiers safely.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a reviewer UX: diff summaries, risk flags, test results, and “approve with conditions.” Include prompts that help humans spot hidden risks quickly.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build an eval harness for self-edits: deterministic tool mocks, seeded randomness, replayable runs, and stored artifacts for auditing decisions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an open innovation platform: problem postings, solution generation, evaluation, and funding. Include anti-spam protections and fair contributor incentives.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a consensus mechanism for risky changes: verifier override, structured voting, and escalation to human. Include disagreement logs and rationale storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that builds a “system map”: modules, ownership, dependencies, and critical paths. Use it to constrain edits to low-risk areas first.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design UI improvements for reviewing AI-made diffs: risk highlighting, test evidence, and “what changed semantically.” Include A/B testing plan for reviewer speed/accuracy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a feature flag workflow: staged rollout, kill switches, and metrics by cohort. Include rules for cleanup (flag debt) and audit logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to deprecate APIs safely: warnings, dual-run, client update automation, and cutoff dates. Include dashboards to track migration progress.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an automated PR reviewer that adds checklists, risk annotations, and required evidence links (tests, benchmarks, docs). It must not auto-merge without gates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an incremental modernization strategy (language/runtime upgrades) with compatibility tests, staged rollouts, and metrics. Include “stop if risk” criteria.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a linter for agent prompts: ban risky instructions, require citations for factual claims, enforce “no tool calls from untrusted text” policies.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a routing agent that selects specialized agents (tests, security, perf, docs) based on task intent and risk. Include confidence thresholds and fallbacks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a tool registry: versioned MCP tools, deprecation, and audit trails. Include a process for approving new tools and revoking compromised ones.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a test selection algorithm that runs only relevant tests for a diff but guarantees critical coverage (safety suite always runs). Include calibration and drift checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a network of personalized learning channels that adapts topics per viewer. Include content QA, community moderation, and monetization via sponsorships and paid cohorts.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Define error budgets and a policy: when error budget is low, block auto-deploys and require human approval. Include dashboards and alert thresholds.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving code-editing AI loop that proposes patches, runs tests, requests review, and deploys via canary + rollback. Include explicit safety gates and audit logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an AI concierge for a city (Tokyo/Fukuoka/NYC): bookings, recommendations, event discovery. Include partnerships, revenue share models, and trust safeguards.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a global kill switch that halts all automated edits/deploys across environments. Include manual override process and audit logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a policy for change budgets: cap number/size of automated PRs per day, prioritize highest impact, and avoid overwhelming reviewers.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint for updating localization strings: ensure placeholders match, run i18n checks, and verify no abusive/unsafe text. Include review steps.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design automated rollback tests that verify deployments can be reverted cleanly. Include data migration constraints and safe fallback paths.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a chaos testing approach limited to staging: inject failures, verify timeouts/circuit breakers, and ensure alerts fire. Require strict boundaries and approval.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that rewrites error messages for clarity, adds error codes, and links to docs. Verify improvements via support ticket taxonomy and A/B testing.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design governance for self-improving systems: approval rules, quarterly audits, access reviews, and incident drills. Include “who can change the agent” controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a loop where production failures and near-misses become new eval tests. The agent should propose test additions with minimal reproductions and acceptance criteria.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that improves ETL reliability: retries, idempotency, checkpoints, and backfills. Require correctness validation and cost constraints.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a multi-agent design: Editor drafts patch, Reviewer critiques, Verifier runs checks, Operator manages deploy. Define handoffs and stop rules to prevent loops.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a micro-SaaS generator pipeline: idea selection, MVP build, pricing test, distribution, and kill/scale rules. Include a weekly launch checklist.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create an agent that validates docs examples by executing them in a sandbox, checks links, and ensures version correctness. Propose fixes with evidence.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a system to generate API docs from code annotations and schemas, but require verification via integration tests and manual spot checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for coding standards that includes auto-fixers (formatters) and a “fix-it PR” bot, with reviewer load controls and staged rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that improves error handling: retries, timeouts, and clearer exception types. Require integration tests and telemetry validation post-deploy.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to reduce logging costs: sampling, cardinality caps, and aggregation. Require proof that debugging capability is preserved via incident drills.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create review prompts that guide humans: “check invariants,” “check auth,” “check rollback.” Tune them based on escaped defects and reviewer feedback.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan for producing full campaigns in one day: briefs, creative generation, channel adaptation, measurement, and iteration. Include QC gates and ethical ad rules.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a safety regression suite for tool-using agents: prompt injection tests, permission misuse tests, and data leakage tests. Gate deployments on this suite.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint to add fallbacks when external APIs fail: cached responses, alternative providers, and graceful degradation. Include policy for when to fail fast.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a confidence scoring model for proposed changes based on tests passed, diff risk, code area criticality, and evidence quality. Use it to decide automation level.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to capture reviewer comments, categorize them, and update checklists/prompts/tests accordingly. Include privacy boundaries and opt-out.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to improve job scheduling: fairness, retries, visibility timeouts, and backpressure. Require load testing and chaos testing in staging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a reproducible build pipeline: pinned deps, lockfiles, hermetic builds, SBOM generation, and provenance attestation for every self-edit.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that writes tests before code changes, targets uncovered branches, and proves coverage deltas. Include mutation testing as a safety check.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a hyper-personalized apparel business: AI sizing, custom patterns, local production, and returns minimization. Include risks, customer acquisition, and margins.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Build a dependency update agent that monitors CVEs, proposes safe upgrades, runs integration tests, and creates changelog notes. Include rollback and pin rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a sandbox spec: network isolation, filesystem constraints, resource limits, and safe temp dirs. Include how MCP tool wrappers enforce the sandbox.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Define guardrails that block large architectural changes unless an explicit human-approved RFC exists. Include heuristics to detect “too big” diffs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a process where the agent checks a proposed change against official documentation versions, release notes, and migration guides. Require citations for claims.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design characterization tests for legacy code before refactoring: capture I/O behavior, edge cases, and performance baselines. Use them as a gate for changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a migration workflow: generate migrations, run on staging snapshots, verify invariants, measure runtime, and define rollback strategy. Require human approval for prod.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to detect memory leaks: reproduce with stress tests, capture heap snapshots, propose fix, and verify stability. Include regression tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a method to cluster collected sources into themes: embeddings, hierarchical clustering, and label generation. Include how to keep clusters stable across updates.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a continuous red team program: scenarios, cadence, severity scoring, triage workflow, and how findings feed back into the improvement loop. Include a template for red-team reports.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an offline sandbox environment for experimenting with improvements: isolated data, limited tools, no external side effects, and deterministic replay. Provide a checklist for containment.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an ethical review process for high-impact use: fairness, accessibility, harm minimization, and user consent. Include a checklist and escalation rules.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a production readiness review checklist: evaluation results, red-team status, privacy review, rollback tested, monitoring live, and owner sign-offs. Output a go/no-go rubric.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Define a safe logging policy: what to log for debugging, what to redact, retention windows, access controls, and anonymization. Include examples and anti-examples.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Write explicit requirements to prevent deceptive behavior: transparency rules, auditability, and logging. Include tests to detect hidden policy violations or manipulation attempts.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safe self-reflection procedure: bounded critique, avoiding infinite loops, and ensuring critique is grounded in evidence. Provide stop rules and performance safeguards.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a multi-agent architecture with safety: role separation, constrained tools, message filtering, and cross-checks. Include failure modes and an evaluation plan.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a traceability matrix linking requirements/specs to tests and monitors. Provide a template and a worked example for a tool-using assistant system.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Help me design a domain-specific safety benchmark: representative tasks, policy-sensitive cases, and adversarial cases. Include labeling guidelines and inter-annotator agreement checks.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design cost controls: budget caps, queue prioritization, cache policy, and abort rules for expensive runs. Include a method to estimate ROI of improvements before executing.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Define a governance model: safety owner, release manager, red-team lead, privacy officer, and incident commander. Include RACI matrix and meeting cadence.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a hybrid policy system: deterministic rules for hard constraints, ML classifiers for soft signals, and escalation logic. Provide architecture, failure modes, and monitoring plan.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a truthfulness policy: source requirements, citation rules, and how to label speculation. Provide a checklist for editors/analysts and an automated linting concept.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design data governance for user feedback and logs: consent, retention, minimization, access controls, and audit trails. Provide a policy and an implementation checklist.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a safety regression suite: prompt injection tests, data leakage tests, refusal/guardrail tests, and policy adherence checks. Include how to maintain and evolve the suite over time.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an evaluation ladder for recursive improvement: unit tests, integration tests, simulation, canaries, and production monitoring. Provide pass/fail gates and minimum coverage targets.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a boundary model that separates: advisory outputs, drafts, and automated actions. Include criteria for graduating features from advice→action, and safety evidence required.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Write a behavioral contract for the system: allowed actions, forbidden actions, escalation rules, and acceptable uncertainty. Include examples and counterexamples to reduce ambiguity.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design methods to evaluate long-horizon tasks: checkpoints, intermediate artifacts, verifier models, and human spot checks. Include metrics that detect slow drift or hidden degradation.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Explain privacy-preserving options for feedback loops: minimization, aggregation, differential privacy (conceptually), and retention policies. Provide a practical selection guide.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a prompting style guide for internal prompts: structure, tool usage rules, refusal patterns, and safety reminders. Include examples and a checklist reviewers can apply.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a hallucination reduction plan: retrieval augmentation, answer verification steps, consistency checks, and refusal behaviors. Include evaluation metrics and regression tests.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a calibration approach: confidence estimation, abstention policies, escalation to human, and how to test calibration. Include UI patterns that communicate uncertainty responsibly.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a balanced scorecard: utility metrics (task success), safety metrics (policy adherence), reliability (latency, uptime), and user trust (complaints). Include leading indicators and dashboards.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create decision criteria for retraining vs prompt tuning vs retrieval updates. Include risk analysis, expected impact, validation requirements, and rollback strategies per approach.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a safe-defaults checklist for the tool layer: deny-by-default, explicit allowlists, safe parameter validation, output filtering, and timeouts. Include common failure modes.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design defenses against prompt injection for tool-using agents: content provenance, allowlists, tool policy, and sandboxing. Include a suite of adversarial prompts for regression testing.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a policy and technical controls for PII/secrets: detection, redaction, encryption, and safe storage. Include test cases and a plan to prevent secret leakage into training/evals.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a stress test plan: malformed inputs, long-context traps, conflicting instructions, and toxic content probes. Provide how to automate and score robustness over time.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safe loop where the AI proposes code changes: unit tests, static analysis, security scans, human review, and staged deployments. Include stop rules and rollback plans.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a zero-trust approach: secrets management, short-lived credentials, environment segregation, and auditing. Include how to test that the AI cannot access restricted secrets.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a security review plan for the AI toolchain: dependencies, container images, permissions, SBOM, and update policy. Include a checklist and a cadence for reviews.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a delegation pattern where the AI plans but humans execute high-risk steps. Include how to structure instructions, confirmations, and evidence requirements.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a safety-gated iteration loop: propose→simulate→test→review→deploy→monitor. Include stage gates, required evidence at each gate, and ‘stop conditions’ that automatically halt rollout.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a framework that allocates budgets to capability gains vs safety work (testing, monitoring, red-teaming). Provide a weekly cadence and a KPI set that prevents ‘capability-only’ drift.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a citation system: store supporting snippets, anchor to URL + section/page, and enforce quote-length limits. Include how to generate citations in final responses automatically.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a compliance workflow: policy mapping, data handling rules, documentation, audits, and change impacts. Keep it general (not legal advice) and focused on operational safety.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design containment by limiting action scope: allowlisted domains, read-only modes, rate limits, and staged privileges. Include how to measure whether containment is effective.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a quarterly roadmap for recursive improvement: initiatives, milestones, safety deliverables, and staffing. Include an ‘if risk increases’ contingency branch.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a feedback system that’s hard to game: structured feedback types, sampling, and weighting. Include how to prevent brigading and ensure minority failure modes are captured.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a cross-validation pattern: primary model proposes, secondary model critiques/verifies, and a policy gate decides. Include how to handle disagreements and measure error reduction.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an annotation guide: definitions, examples, severity levels, and how to handle ambiguity. Include training exercises and a QA process for reviewer consistency.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Run a pre-mortem for a recursive improvement project: list plausible failures, early warning signals, and prevention steps. Output prioritized mitigations and ‘watch items’.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a least-privilege permission model for tools: scopes, rate limits, time bounds, and audit logs. Provide an authorization matrix and guidelines for granting elevated access.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a 90-day implementation plan for a safe recursive improvement system: milestones, deliverables, tests, monitoring, governance, and a pilot rollout. Include a ‘pause and assess’ week.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a weekly meeting agenda focused on safety and reliability: review dashboards, incidents, near-misses, red-team findings, and upcoming risky changes. Include decision outputs and owners.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Define hard caps on recursion: max iterations, time limits, budget limits, and scope constraints. Provide rules for when to reset context and when to escalate to humans.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an auditability system: trace inputs→retrieval→prompt→tool calls→outputs, with immutable logs and privacy controls. Include a schema and query patterns for audits.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design safety culture practices: blameless reporting, review norms, escalation comfort, and training. Include weekly rituals and how to measure culture health.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Describe a high-level approach to align reward signals with safe behavior: preference data guidelines, reward hacking risks, and validation. Keep it conceptual and focused on safety.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design drift detection: changes in user queries, outcome distributions, error types, and model behavior. Include thresholds and a playbook for when drift is detected.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Generate a model/system card template: intended use, limitations, safety mitigations, eval results, and known failure modes. Include a changelog section for each iteration.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an evaluation strategy that avoids overfitting: holdouts, rotating test sets, adversarial sets, and blind evaluation. Include rules for when to refresh benchmarks.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a canary strategy: cohort selection, metrics, guardrails, and automatic rollback conditions. Include steps to prevent canary contamination and to interpret results statistically.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a rollback system: model version pinning, feature flags, staged rollouts, and a kill switch. Include operational procedures and testing for rollback reliability.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Define monitoring signals: policy violations, anomaly detection, tool misuse attempts, unusual output distributions, and drift. Provide alert thresholds, runbooks, and an on-call playbook.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Build a risk register for recursive AI improvement: failure modes, likelihood/impact, detection signals, mitigations, and owners. Include a template and an example filled out for an LLM toolchain.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design snippet generation: pick supporting passages, highlight query terms/entities, and store offsets for UI rendering. Include how to avoid misleading snippets.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan export: Markdown report, PDF generation, and CSV evidence table. Include how to preserve citations and embed “as of” timestamps consistently.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a plan for handling PDFs: downloading, parsing text, capturing page numbers, and generating citations. Include limitations and a quality checklist for extraction accuracy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Define where humans must remain in the loop: high-impact actions, security-sensitive steps, and ambiguous decisions. Provide a decision taxonomy and UI/ops requirements for approval workflows.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Perform a structured threat model (STRIDE-style or similar) for a recursive AI pipeline. Cover misuse, data exfiltration, prompt injection, model drift, and over-automation. Output mitigations and tes...
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Draft a safety-first charter for recursive AI improvement: objectives, non-goals, guardrails, acceptable risk thresholds, and escalation policy. Include a one-page summary plus a detailed appendix.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a post-mortem template tailored to AI regressions: data/prompt/model diffs, evaluation gaps, monitoring misses, and remediation tasks. Include a ‘lessons to tests’ section.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an incident response plan specific to AI: detection, containment, user comms, rollback, forensic logging, and post-incident retraining rules. Include severity levels and example incidents.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create an RFC-style change control process tailored to recursive AI: what must be documented, reviewers, rollout plan, rollback triggers, and postmortem requirements. Provide a reusable RFC template.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an evidence table format (CSV/JSON): each claim mapped to sources, snippets, dates, and reliability scores. Include how to generate it automatically from the pipeline.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design safe A/B testing for AI changes: guardrails, user segmentation, sensitive cohorts, and safe metrics. Include ethics considerations and how to interpret ambiguous outcomes.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Build a 30-day content calendar for 3 channels (LinkedIn, X, email newsletter). Include weekly themes, daily hooks, CTAs, and repurposing instructions. Provide variants for B2B SaaS, consumer app, and...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate 12 UGC ad scripts (15–30s) across personas (skeptic, enthusiast, expert, busy parent, etc.). Include on-screen text, filming notes, and 3 CTA options per script.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a 15-second vertical ad concept and deliverables: shot list, camera moves, lighting, on-screen text, VO script, and a Sora 2-ready prompt per shot. Add 3 hook variants for A/B testing.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a 15-minute daily ear training routine using AI tools: interval recognition, chord quality, scale degrees, and transcription checks. Include progression levels (beginner→advanced) and weekly te...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Help me communicate tradeoffs. Provide a framework to discuss scope, time, quality, and cost. Generate a script for aligning priorities with stakeholders.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Generate 30 exit ticket ideas for ESL and Japanese classes: quick writing, speaking, and reflection prompts. Include a simple scoring approach.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Generate 20 five-minute warmup routines for ESL and Japanese classes: speaking, listening, vocab, pronunciation. Include difficulty variants.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create an end-to-end transcription workflow: choosing a song section, slow-down tools, loop points, AI-assisted pitch/rhythm hints, and final engraving steps. Include best practices to avoid ‘AI hallu...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Given one idea, generate 20 derivative assets: hook variants, short scripts, carousel, blog outline, email, and FAQ. Include a strict consistency check against the message house and brand voice bible.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Give me de-escalation scripts for a tense situation at work. Ask for context (stakes, relationships, desired outcome), then generate 3 scripts: assertive, collaborative, and boundary-setting. Include ...
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Create a framework to evaluate AI music tools: latency, audio quality, controllability, rights/licensing concerns, and workflow fit. Provide a scoring sheet and recommended ‘minimum viable’ stack.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design an editorial workflow using agent roles (researcher, drafter, editor, fact-checker, compliance). Define gates, artifacts, and audit logs. Output SOP + reusable prompts.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a decision tree to pick tools by task: writing, image editing, video generation, repurposing, and analytics. Provide selection criteria, workflow examples, and a minimal stack vs pro stack.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create an AMA kit: 40 audience questions, opening statement, moderation rules, and follow-up content plan. Include ‘answer templates’ that are concise and non-defensive.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Teach synth basics through 12 exercises: oscillators, filters, envelopes, LFOs, modulation, and effects. Provide patch goals (bass/lead/pad/pluck) and ear-based evaluation.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate a launch bundle: announcement post, explainer thread, email to customers, email to prospects, press kit bullets, and 3 short-form video scripts. Provide a single ‘message house’ to keep consi...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Write a full landing page: hero, benefits, social proof, FAQ, CTA, and trust sections. Provide design direction plus prompts to generate supporting visuals (icons/illustrations) with an image model.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Transform a 500–1,000 word research note into a clean infographic: title, 5 key points, 1 process diagram, 1 chart concept, and icon style rules. Output a Gemini/Nano Banana image prompt plus the text...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create guidelines for using AI tools ethically in composition/production: crediting, originality checks, dataset/licensing awareness, and how to document your human contribution. Provide a disclosure ...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate closing routines: reflection prompts, retrieval practice, and goal setting. Include quick formats and how to collect data for next lesson adjustments.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create a portfolio plan for auditions: repertoire selection, recording standards, program notes, and a timeline. Include a rubric and an AI-assisted critique checklist (musicality, timing, tone).
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create an SOP for a 2–3 person team to publish at high cadence: roles, weekly rhythm, review gates, asset templates, and KPIs. Include a backlog grooming method and a ‘done’ definition.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Write a contrarian thought leadership piece: bold thesis, evidence, counterarguments, and practical framework. Provide 5 punchy headlines and 10 short extracts for social.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate 10 micro-lessons (3 minutes each): objectives, script, examples, and a short quiz prompt. Include slides outline and a consistent on-screen style system.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a workflow where content drafts are generated from a curated knowledge base with citations. Output: ingestion rules, citation format, hallucination checks, and an authoring template that forces...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a full podcast pack: episode outline, host script, guest questions, cold open, ad break reads, and show notes with timestamps and SEO-friendly summary.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a 10-slide LinkedIn carousel: slide-by-slide copy, visual notes, and a single repeated design system (type scale, spacing, icon style). Include a final slide CTA that drives comments.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate caption files, alt-text guidelines, and accessibility checks for a content set. Include reading level targets, on-screen text contrast rules, and audio description suggestions.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Write a 60–90s explainer animation: scene-by-scene beats, narration, on-screen text, and diagram descriptions. Include prompts for generating each visual scene and a pacing guide.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a 10-slide deck: narrative arc, slide titles, bullet copy, and speaker notes. Add a visual style system and prompts to create diagrams/illustrations.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a system to generate help center articles: structure, tone, troubleshooting steps, screenshots plan, and a feedback loop. Output 10 example article drafts from a feature list.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a listening lesson sequence: prediction, gist, detail, decoding, and reflection. Provide an adaptable structure for any audio/video source.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Given a developing story, generate the top missing facts and the best next questions: who benefits, who is impacted, what documents exist, what timeline, what definitions, what verification is needed.
Author: Assistant
Category: analysis | Model: gpt-4o
Generate an interview question set for a breaking story: 10 factual clarifiers, 10 accountability questions, 5 ‘show me evidence’ prompts, and 5 future-looking questions. Include follow-up branches ba...
Author: Assistant
Category: production | Model: gpt-4o
Generate 20 chord progressions given constraints: key, mood (bright/dark), genre, and difficulty. For each, output Roman numerals, chord symbols, and a 2-bar comping rhythm suggestion.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create 10 melody-writing drills focused on motifs, sequence, variation, and contour. Include prompts to generate a melody, then transform it 5 different ways.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate prompts to create backing tracks for practice (drums/bass/keys) at multiple tempos and keys, with clear sections and count-ins. Include style variants and how to avoid clutter.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate a theme-and-variations assignment: write an 8-bar theme, then create 6 variations (rhythm, harmony, mode, texture, tempo, meter). Provide evaluation rubric and examples.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a safe synthetic task generation plan: avoid sensitive content, prevent leakage, and validate usefulness with human review. Include how to measure whether synthetic tasks improve real outcomes.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
For any event, generate 8 story frames: human impact, money, power, systems, innovation, conflict, solutions, and ‘what changes tomorrow’. Provide suggested sources and data to support each frame.
Author: Assistant
Category: production | Model: gpt-4o
Generate a phrase bank for academic speaking: agreeing/disagreeing, cause-effect, examples, contrast, hedging, and summarizing. Provide short practice prompts that force usage.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Act as an executive coach. Ask me 10 diagnostic questions about how I show up in meetings (voice, brevity, stance, framing). Then give a 2-week practice plan with measurable drills and a self-scoring ...
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Write an image-editing prompt set for Nano Banana / Gemini 3: remove distractions, fix lighting, unify background, add subtle shadow, and produce 3 marketplace-ready aspect ratios. Include a QC checkl...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a career narrative generator: your strengths, proof points, and ‘why now’. Output versions for interviews, networking, and internal promotions, tuned for USA/Europe/Asia expectations.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Generate a stakeholder mapping process: influence/interest matrix, communication plan, and risk flags. Provide examples for Fortune 500, startups, and public sector engagements.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a workflow to create worksheets ethically: use public-domain texts, teacher-created dialogues, and student-generated content. Include a template style guide.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Create an ABM kit for 10 named target accounts: personalized angle, 3 outreach emails, 2 LinkedIn posts, 1 tailored case study outline, and a landing page variant per segment.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a guide for teachers to use AI tools safely for lesson planning: what to delegate, what to verify, and how to adapt for local context (Tokyo/Fukuoka/NYC).
Author: Assistant
Category: language-teaching | Model: gpt-4o
Design an intercultural exchange project between Tokyo and NYC classes: weekly prompts, asynchronous video messages, partner matching, and safety/privacy rules.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Explain what signals can suggest AI-generated text/audio/images, and the limits of detection. Provide a cautious approach: what to conclude and what not to conclude.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a convincing product demo video plan without screen recording: fictional UI, cursor path, feature beats, and transitions. Provide: storyboard + Sora 2 prompts + caption copy + end-card CTA.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Take one longform input (webinar/podcast/blog) and output: 10 short scripts (15–45s), 5 carousels, 3 email snippets, and 20 hook lines. Include timecodes, b-roll notes, and caption text.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a workflow using AI to generate comment banks for writing/speaking feedback while keeping comments personalized and accurate. Include safeguards and review steps.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Generate conversation cards for adult learners: work, travel, culture, tech. Include follow-up questions and ‘challenge mode’ for advanced students.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Generate a script bank for teacher talk: instructions, transitions, praise, and behavior reminders in simple English and Japanese equivalents. Keep it natural and classroom-safe.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Generate low-tech learning activities for kids (reading, math, science, games) that require minimal supplies. Provide ideas across cultures and languages.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design a 4-week sight-singing plan: movable-do vs fixed-do options, daily drills, rhythm reading, and weekly checks. Include an AI-assisted feedback workflow for pitch/rhythm.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a 5-lesson mini-course on counterpoint: species rules, common errors, and daily exercises. Include an AI-assisted checking method and a rubric for self-evaluation.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a pitch accuracy trainer: drone work, tuning exercises, interval singing/playing, and how to use AI-assisted feedback without over-relying on it. Include weekly benchmarks.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a brainstorming facilitation plan: warm-up, idea generation, clustering, prioritization, and decision. Include timeboxes and prompts for quieter participants.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Create a UGC verification workflow: provenance checks, reverse image/video search steps, geolocation/time cues, audio anomalies, metadata cautions, and corroboration requirements. Output an on-air saf...
Author: Assistant
Category: verification | Model: gpt-4o
Provide a guide for writing parameterized RTL safely: type parameters, generate usage, width inference, and avoiding accidental truncation. Include lint rules and unit test patterns.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Generate 100 hooks for a topic using 10 hook frameworks (contrarian, curiosity gap, data shock, story cold-open, myth-bust, checklist, etc.). Provide a scoring rubric (clarity, novelty, specificity, r...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a perfect creative brief from minimal inputs: audience, promise, proof, tone, visual references, constraints, and success metrics. Output a one-page brief plus a 30-second pitch.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate an ecommerce listing: benefit-led title, feature bullets, sizing/spec table, FAQs, and review-response macros. Include trust elements and a returns-friendly tone.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Define guardrails for automated content: what can be fully automated vs requires review, approval stages, and audit logs. Provide a risk-based approval matrix by channel.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a prompt library system: naming conventions, tags, versioning, prompt tests, and a quarterly pruning process. Output a folder structure and a template for each prompt entry.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate 20 image prompts in a consistent brand style for: hero images, icons, blog headers, social backgrounds, and announcement visuals. Include negative prompts and QC rules to avoid artifacts.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create an IP and brand safety checklist for generated media: logos, likeness, copyrighted styles, music licensing, and disclaimers. Provide safe alternatives and review steps.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a complete Brand Voice Bible for a company: tone sliders, banned phrases, signature phrases, grammar rules, audience personas, and 15 example posts across LinkedIn/X/Email. Output: (1) one-page...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a niche-specific b-roll shot list (40 shots) with durations, camera moves, and transitions. Include prompts that can be used to generate synthetic b-roll in video tools.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a monetization plan for a creator: affiliate content rules, sponsorship disclosure templates, content mix to maintain trust, and a 4-week schedule. Include a credibility checklist.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Convert business goals into content themes, offers, and narratives. Output: quarterly themes, monthly campaigns, weekly cadences, and a ‘content-to-metric’ mapping table.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a plan to capture testimonials: question bank, filming guidance, consent language, and an editing script for 15s/30s/60s cuts. Include caption and overlay templates.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create an employee advocacy kit: 15 posts employees can personalize, guidelines for disclosure and tone, and a simple gamified participation program. Include prompts to rewrite in each employee’s voic...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Write a plan for a small Python project that generates scales, chords, and progressions, exports MIDI, and prints Roman numeral analysis. Include file structure, libraries, and test cases.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Build an event coverage plan: pre-event teasers, live posting schedule, interview question bank, and post-event recap assets. Include shot list and a short highlight reel script.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a data storytelling post: pick one metric, craft a chart spec, interpret carefully, add counterpoints, and provide a short narrative. Output chart prompt guidance and caption variants.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate a reusable SVA library for: valid/ready, FIFO correctness, credit-based flow control, and AXI protocol subsets. Include guidelines for binding, disabling, and X-prop handling.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
For any breaking development, generate a 30-second ‘why it matters’ for executives: operational impact, regulatory risk, market sentiment, supply chain exposure, and customer implications. Provide 3 v...
Author: Assistant
Category: analysis | Model: gpt-4o
Write a 5-email welcome series: positioning, origin story, quick win, social proof, and offer. Include subject line variants, preview text, and a segmentation rule set.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Given a piece, produce a structured analysis: form, harmony map, motifs, texture, phrasing, and performance notes. Output a one-page summary and an annotated rehearsal plan.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a workflow for realistic MIDI orchestration: articulation mapping, velocity shaping, humanization, and expression automation. Provide a template and common mistakes list.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a voice practice plan: breath support, resonance exercises, vowel tuning, diction (English/Japanese), and warm-down. Include a safe progression and how to avoid strain.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate a comping library: 20 patterns across swing, bossa, funk, pop ballad, and modern R&B. Include chord voicings, rhythmic notation (text-based), and practice loops.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a 6-week improvisation curriculum: scale-to-chord mapping, guide tones, motifs, rhythmic variation, and transcription assignments. Include daily drills and weekly jam tasks.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Explain a safe mastering chain for students: limiter, loudness targets, clipping risks, and how to compare to references. Include export specs for streaming and video platforms.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create 10 mixing exercises: balancing, EQ carving, compression taste, reverb depth, stereo field, and automation. Provide reference-track method and evaluation criteria for each exercise.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Design a DAW template for my genre: track layout, buses, gain staging targets, basic processing chain, and export settings. Include naming conventions and a quick ‘session hygiene’ checklist.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create an orchestration palette for a target mood: instrumentation, doubling rules, articulation choices, and example textures. Provide a ‘do/don’t’ list to avoid muddy mixes.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Arrange a song for a specified ensemble (e.g., piano trio, string quartet, jazz combo): voicings, roles, register management, and difficulty tiers. Provide lead sheet + part-writing guidance.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate a CDC audit checklist: async FIFO design, synchronizer placement, handshake protocols, reset crossings, multi-bit control, and metastability risk scoring. Provide recommended assertions and t...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Generate 200 active-recall questions across intervals, scales, modes, harmony, cadences, modulation, and form. Provide spaced repetition scheduling and weekly quiz formats.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Build a semester repertoire map: technical goals, stylistic coverage, audition requirements, and weekly milestones. Include a method to choose pieces that maximize growth.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a toolkit for performance anxiety: pre-performance routine, breathing, mental rehearsal, ‘mistake recovery’ tactics, and a 2-week exposure plan. Include a short script for self-talk.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Give me a technique ‘debugger’ process: record, analyze posture/hand shape/timing, identify 3 root causes, and create corrective micro-drills. Provide a checklist tailored to my instrument.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a 7-day sight-reading sprint: daily material selection, tempo rules, error tolerance, and reflection. Include instrument-specific tips and a tracking sheet layout.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a rhythm lab: subdivisions, syncopation, polyrhythms, and groove vocabulary. Provide exercises for drums, piano, guitar, and voice (clap/chant). Add metronome settings and progression.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate a harmony cheat sheet for my genre: common progressions, cadences, substitutions, and voice-leading rules. Provide examples in Roman numerals and in C, G, F, and A♭.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a 4-week practice plan for my instrument (specify: piano/guitar/violin/drums/voice). Include warm-ups, technique drills, repertoire goals, tempo targets, and a weekly mock performance. Add a ti...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Write scalable SDC patterns: generated clocks, clock uncertainty, I/O constraints, clock groups, and exceptions. Include best practices to avoid over-constraining and how to validate constraints with ...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide practical checks for photo/video authenticity: context, metadata caveats, reverse image search logic, and signs of manipulation. Include a decision flowchart.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Define a measurement dashboard: reach, retention, saves, clicks, conversions, and content ROI. Include UTM conventions, naming taxonomy, and weekly review questions.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create app store listing copy: title/subtitle, short description, full description, keyword strategy, and screenshot captions. Provide 3 positioning angles and a testing plan.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a 20-page ebook: outline, section drafts, checklists, and templates. Provide a cover concept prompt for an image tool and a layout spec for easy design.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate an emergency phrase card set (EN/JA + simple versions) for medical help, directions, and basic needs. Include printable wallet-card layout guidance.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a safe trendjacking framework: criteria for relevance, time window, brand fit, and risk flags. Output 10 trend-post templates and a checklist to avoid cringe or harm.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a playbook to convert comments/DMs into content: categorize questions, draft response macros, and produce weekly ‘top questions answered’ posts. Include escalation rules for sensitive topics.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a localization workflow that preserves tone: glossary, honorific/politeness guidance, formatting conventions, and region-specific idioms to avoid. Output localized versions plus back-translatio...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create 20 YouTube title + thumbnail text pairs for one video idea. Add emotional angle tags, curiosity type, and a test plan (sample size, timeframe, decision rule).
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a pre-publish QA checklist: claims requiring sources, sensitive statements, legal/compliance notes, and brand safety. Provide a ‘red/yellow/green’ scoring rubric and remediation steps.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a PR pack: press release, founder quote, media pitch email, FAQ, and 5 social posts. Include a ‘what not to claim’ section and a fact-check list.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a flipped classroom plan: pre-class micro-videos, quizzes, and in-class practice. Include how to ensure students do the prep and how to handle non-completion.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Write a founder narrative optimized for credibility: origin, why now, what you believe, proof points, and customer impact. Provide 3 lengths: 150 words, 500 words, and a 2-minute spoken version.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a case study template that reads like a story: problem context, constraints, decision moments, implementation, measurable results, and lessons. Provide a 1-page and a 5-page version.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Turn a webinar into a lead magnet: landing page copy, download PDF outline, 3 nurture emails, and 5 social posts. Add a tracking plan (UTMs, conversion events).
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a TikTok series blueprint: theme, format rules, filming/editing pattern, caption style, and 10 episode prompts. Include engagement CTAs (comment prompts, duets, saves) that feel natural.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Write a YouTube script with retention mechanics: cold open, stakes, pattern interrupts every 45–60 seconds, recap beats, and a strong close. Provide chapter titles and b-roll notes.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design a consistent character kit for a shorts series: appearance description, wardrobe rotation, mannerisms, catchphrases, and scene constraints. Output: master prompt + 10 episode prompts that prese...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a visual style bible: palette, lighting mood, lens language, composition rules, texture/grain, typography, and do-not-use list. Output reusable prompt blocks for image and video tools.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Build an SEO cluster: 1 pillar page + 12 supporting articles. For each: search intent, outline, suggested examples, internal links, and a snippet-ready FAQ. Include a content moat angle (original data...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a gig prep checklist: set list flow, patch changes, backups, stage layout, soundcheck notes, and contingency plans. Include a ‘day-of’ schedule and post-gig review prompts.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Analyze 5 competitors’ content: themes, formats, cadence, positioning, and proof types. Output a gap map plus 20 content ideas that are defensible (original POV, data, templates).
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Build a calendar of events that reliably generate news: earnings, product events, regulatory deadlines, court dates (public), conferences, and macro data releases. Include reminder rules and pre-brief...
Author: Assistant
Category: collection | Model: gpt-4o
Generate a professional inspection checklist for cars, motorcycles, and bicycles before and after service. Include safety-critical items, torque marks, fluid leaks, fastener checks, test ride/drive cr...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a beginner DSP mini-lab: implement a simple EQ, compressor, and reverb conceptually. Provide reading list, step-by-step tasks, and how to validate outputs with test tones.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Provide a practical room acoustics guide for practice/recording: placement, reflection points, cheap treatment options, and a measurement checklist. Include ‘before/after’ listening tests.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a cheat sheet for mic choice and placement for voice, acoustic guitar, piano, violin, drums, and room. Include common pitfalls and quick fixes for harshness/boominess.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a form study guide comparing pop forms, AABA, sonata-allegro, rondo, and through-composed. Provide listening assignments and an analysis worksheet template.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Write a rehearsal communication guide: how to give feedback, run sectionals, set tempo targets, and resolve disagreements. Include scripts for leaders and for new members.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate email templates for: intro, follow-up, ask, decline, negotiation, and escalation. Provide 3 tone variants per region and explain common mistakes that reduce trust.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design a practice tracking dashboard: time, tempo gains, error types, goals met, and mood/energy. Provide recommended metrics and a weekly review ritual to adjust the plan.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Generate a daily creativity prompt pack (30 prompts): constraints by instrumentation, rhythm, harmony, and mood. Include short reflection questions and a weekly ‘best idea’ selection process.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a music history study guide: key eras, representative works, stylistic traits, and a listening map with ‘what to notice’ prompts. Include memory techniques and exam practice questions.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a guide to buying an instrument (new/used): what to inspect, common defects, reputable accessories, and budget tiers. Include practice-focused recommendations and maintenance tips.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create maintenance routines by instrument family: string changes, woodwind pad care, brass valve care, drum head tuning, and piano basic care. Include schedules and warning signs for professional serv...
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Teach a method to learn an artist’s style without copying: identify signatures (rhythm, harmony, phrasing), create constraints, and generate original studies. Include 10 study prompts.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Write a 3-minute CEO update script: context, wins, priorities, and clear asks. Include teleprompter formatting, b-roll suggestions, and a short Q&A prep sheet.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Generate an internal memo format used by high-performing newsrooms and corporate intel teams: what we know, what we don’t, key assumptions, next actions, and owners with timestamps.
Author: Assistant
Category: news-ops | Model: gpt-4o
Draft crisis comms templates for 3 severities: internal notice, customer notice, and social holding statement. Include approval workflow, tone guidance, and update cadence plan.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Draft a 2026 cost engineering playbook: caching, quantization, distillation, batching, and SLA tiers. Provide a KPI dashboard linking cost per task to business outcomes.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a physical AI roadmap for 2026: use cases, safety constraints, simulation strategy, edge compute needs, and incident handling. Include a phased pilot plan with success criteria.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design an agent-enabled support strategy: deflection without hallucinations, verified knowledge, escalation, QA sampling, and customer trust metrics. Include a phased rollout and KPI ladder.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Draft a board-ready AI strategy one-pager for 2026: top 5 bets, top 5 risks, ROI model, governance stance, and a 12-month roadmap. Explicitly address agent adoption, AI security platforms, and digital...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a data contract strategy for AI pipelines: schema/versioning, quality SLAs, lineage, and rollback. Include a ‘self-healing’ playbook and governance checkpoints.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a moat analysis: data network effects, workflow embedding, switching costs, and compliance advantage. Provide 10 defensibility tests and a 12-month moat-building plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Define north-star metrics for AI in 2026: time-to-decision, cost-per-outcome, error-rate under policy, trust score, and automation rate with human satisfaction. Provide instrumentation plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a preemptive cybersecurity approach: AI-driven exposure management, automated patch prioritization, agent-assisted triage, and ‘human-in-the-loop’ escalation. Include KPIs that reduce mean time...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Write requirements for an AI security platform: prompt/tool injection defenses, model access control, secrets handling, audit trails, red-team workflows, and runtime policy enforcement for agents.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Compare building vs renting an AI supercomputing platform: capacity planning, capex/opex, utilization, networking, storage, and governance. Provide a 3-scenario cost curve and decision criteria.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Define a framework to decide when AI is a feature, a workflow, or a product line. Provide examples, pricing implications, and a roadmap template for 2026.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create an AI governance program aligned to common frameworks: policy stack, model inventory, risk register mapping, approvals, audits, and incident management. Provide templates and RACI.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Produce a 100-day plan: quick wins, foundational work (governance/evals), first agent rollout, security controls, and stakeholder cadence. Include a weekly operating rhythm and deliverables.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a reference architecture using confidential computing: what runs in TEEs, key management, attestation flows, data minimization, and performance tradeoffs. Include threat model and rollout plan.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Write a procurement playbook: evaluation criteria, red flags, security review, data terms, SLAs, pricing traps, and exit clauses. Include a scoring matrix and interview questions for vendors.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a geopatriation plan: which data/models stay in which regions, cross-border processing rules, vendor selection, and operational playbooks. Include risk register and audit evidence checklist.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a sovereign AI readiness checklist: data residency, model hosting options, key ownership, audit access, and supply-chain risks. Provide a staged maturity model from 0→4.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a portfolio plan that kills low-ROI pilots and doubles down on 3 value streams. Define a scoring rubric (impact, feasibility, risk, data readiness), and propose quarterly portfolio reviews with...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create an enterprise unstructured data strategy: ingestion, classification, redaction, indexing, provenance, and access control. End with a ‘document-to-decision’ workflow and KPIs.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a hybrid retrieval strategy combining vector search, lexical search, and a knowledge graph layer (‘Graph-RAG’). Specify when to use which, how to evaluate, and how to keep citations reliable.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a multiagent operating model: roles (planner, researcher, executor, verifier), tool boundaries, memory policy, escalation rules, and audit logs. Include an ‘agent budget’ concept and KPI set.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Build a P&L-style ROI model for deploying agents as digital workers: labor displacement vs augmentation, quality risk, error cost, cycle time reduction, and governance overhead. Provide a template wit...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Propose a model routing architecture (‘model mesh’): task-based routing, fallback policies, confidence thresholds, and cost controls. Include an observability plan for routing quality.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Define a digital provenance program: signing, watermarking policies, asset lineage, approval workflows, and incident response for deepfake risk. Provide a policy template and metric dashboard.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Draft a business case for training/fine-tuning a DSLM: scope, data sources, compliance, expected accuracy lift, cost model vs general LLMs, and rollout phases. Include evaluation and drift monitoring.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a provenance layer for internal RAG: citation IDs, document signing, version pinning, and ‘evidence packs’ in responses. Include UX and evaluation methods.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a strategy for agentic CRM: lead research, email drafting, call summaries, next-best-action, and governance for customer data. Include ‘do-not-do’ rules and auditability.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create an eval-first LLMOps design: golden sets, adversarial tests, continuous regression, cost/latency tracking, and release gates. Include a ‘model change control’ policy.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Propose an interoperability strategy for agents across vendors: standard tool interfaces, event schemas, identity, logging, and portability. Include a 90-day de-risk plan and contract clauses to avoid...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Write incident response runbooks for AI failures: hallucination spike, data leakage, tool misuse, latency blow-ups, and agent runaway. Include severity levels, comms templates, and postmortem format.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create an adoption plan for an AI-native development platform: target workflows (PRs, tests, docs), guardrails, secure-by-default templates, and developer enablement. Include a ‘tiny teams’ productivi...
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Propose a talent strategy: ‘forward-deployed engineers’ model, upskilling paths, incentives, and org design for AI product delivery. Include hiring profiles and interview rubrics.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a finance AI roadmap: close automation, variance analysis, forecasting, and controls. Include policy for human sign-off and metrics tied to close time and accuracy.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Generate 20 New Year text messages in three tones (formal, friendly, playful). Keep each under 120 characters and avoid clichés; include variants for partner, parent, colleague, and best friend.
Author: Assistant
Category: messaging | Model: gpt-4o
Create a plan to collect 5–10 second clips from friends/family sharing one kind message to a person. Provide outreach script, editing plan, and a closing title card.
Author: Assistant
Category: memories-and-media | Model: gpt-4o
Plan a simple family time capsule video: prompts for each person, filming tips, and how to store/schedule a rewatch next New Year. Include kid-friendly prompts.
Author: Assistant
Category: family-activities | Model: gpt-4o
Generate 30 specific compliment prompts (skills, character, growth, care) to help someone write meaningful appreciation without sounding generic.
Author: Assistant
Category: communication | Model: gpt-4o
Create a DIY photo booth plan: backdrop ideas, lighting tips, prop list, and a ‘one question’ prompt to capture on video with each photo.
Author: Assistant
Category: memories-and-media | Model: gpt-4o
Produce a 15-second holiday greeting (non-religious, global): warm abstract visuals, inclusive message, end card placeholders. Provide prompts and caption variants.
Author: Assistant
Category: seasonal-content | Model: gpt-4o
Create a 60-second abstract geometry visualizer: evolving shapes, synced to beats (describe beat mapping). Provide loop points and prompt variants.
Author: Assistant
Category: music-visuals | Model: gpt-4o
Write a short, safe comedy sketch (30–45s): AI over-literal interpretation, user clarifies, wholesome payoff. Provide scene prompts for Sora and Gemini dialogue/captions.
Author: Assistant
Category: comedy-short | Model: gpt-4o
Generate a 20-second lookbook with 6 outfits (no brand marks): clean backgrounds, smooth cuts, and size-inclusive casting. Provide prompts and caption set.
Author: Assistant
Category: lifestyle-content | Model: gpt-4o
Generate a 45-second productivity montage: commute, deep work, gym, meal prep, evening wind-down. Provide shot list and on-screen habit cues.
Author: Assistant
Category: lifestyle-template | Model: gpt-4o
Generate a 25-second cinematic of an AI lab: servers, cooling, dashboards (fictional), researchers collaborating. Provide Sora prompts and Gemini captions emphasizing ethics and safety.
Author: Assistant
Category: tech-aesthetic | Model: gpt-4o
Generate 6 establishing shots of a fantasy world (no copyrighted characters): floating islands, crystal forests, ancient libraries. Provide a shared style bible for continuity.
Author: Assistant
Category: creative-pack | Model: gpt-4o
Create a 30-second video where a single chart animates in and reveals one insight (e.g., growth curve). Provide chart design specs, motion cues, and prompts.
Author: Assistant
Category: data-storytelling | Model: gpt-4o
Create 8 clips (5–7s each) of Tokyo at night in light rain: reflections, passing trains, vending machines, umbrellas. Provide prompt variants for consistent style and a continuity guide (lens, grain, ...
Author: Assistant
Category: b-roll-generation | Model: gpt-4o
Generate a 30-second pitch teaser video: problem→solution→proof→CTA. Provide a structured storyboard and prompts with placeholder slots for product details.
Author: Assistant
Category: startup-marketing | Model: gpt-4o
Create a 20-second stop-motion style video: desk objects assemble into a tiny robot, waves, then disassembles. Provide consistent frame cadence and prompts.
Author: Assistant
Category: stylized-animation | Model: gpt-4o
Create a 7-minute silent mobility routine video plan: 10 moves, on-screen timers, form cues. Provide Sora prompts for each move and Gemini for cue text.
Author: Assistant
Category: fitness-content | Model: gpt-4o
Create a mock app walkthrough video (no real brand): onboarding, search, settings. Provide screen-capture style prompts for Sora and Gemini-generated microcopy for UI text, plus a cursor path plan.
Author: Assistant
Category: product-demo-video | Model: gpt-4o
Generate a seamless 10-second loop: macro dew droplets rolling on leaf veins, soft morning light, gentle breeze. Provide loop-closure instructions and two style variants (naturalistic, dreamy).
Author: Assistant
Category: loop-video | Model: gpt-4o
Make a 60-second educational story from wafer to packaged chip (generic). Include clean factory visuals, microscope shots, and safe, non-sensitive explanations. Provide prompts for Sora and Gemini.
Author: Assistant
Category: tech-education-video | Model: gpt-4o
Design a 15-second interview opener: talking head framing, title lower-third, and 3 cutaways (b-roll). Provide prompts and typography rules.
Author: Assistant
Category: video-editing-kit | Model: gpt-4o
Draft a 45-second brand film template for any company: mission, customers, outcomes. Provide neutral visuals (hands, city, teams), text-only logo end card, and Sora prompts + Gemini narration.
Author: Assistant
Category: brand-video | Model: gpt-4o
Create a 45-second walkthrough of a generic apartment: entry, kitchen, living, bath, balcony. Include stabilization instructions and caption copy for Gemini.
Author: Assistant
Category: marketing-video | Model: gpt-4o
Write a 90-second animated explainer on RAG: embeddings, retrieval, citations. Provide visuals per beat (icons/diagrams), scene transitions, and a Sora prompt for each scene plus a Gemini prompt to ge...
Author: Assistant
Category: educational-video | Model: gpt-4o
Produce prompts for a 10-minute ambient cloudscape: slow parallax, gentle gradient sky, no abrupt changes. Provide loop points and compression tips.
Author: Assistant
Category: ambient-video | Model: gpt-4o
Generate a 30-second ASMR-style macro of hands typing on a generic keyboard (no brand), with satisfying lighting and shallow depth of field. Provide audio cue notes and prompts.
Author: Assistant
Category: asmr-visuals | Model: gpt-4o
Generate a 60-second vertical video: cinematic product reveal of a minimalist handheld gadget. Include shot list (12 shots), camera moves, lighting notes, on-screen text, and VO script. Output both a ...
Author: Assistant
Category: video-prompting | Model: gpt-4o
Generate a consistent sci-fi HUD overlay style (original): alerts, graphs, readouts. Provide prompt to create overlay frames plus rules for keeping text legible.
Author: Assistant
Category: design-assets | Model: gpt-4o
Generate a 20-second hype montage with generic athletes (no real teams/logos): soccer sprint, baseball swing, football tackle silhouettes. Provide timing to music beats, typography, and Sora prompts w...
Author: Assistant
Category: hype-edit | Model: gpt-4o
Break down 3 red-zone plays (success/fail) using spacing rules, leverage, and route concepts. Add ‘coach’s clicker’ timestamps and a fan-friendly glossary.
Author: Assistant
Category: video-breakdown-script | Model: gpt-4o
Generate a strengths inventory students can fill out: interests, values, skills, proud moments, and supports. Provide counselor interpretation notes.
Author: Assistant
Category: strength-based-counseling | Model: gpt-4o
Pair coaches/creators to explain mesh, flood, and RPO in 45-second videos. Provide diagrams, tests, and duet prompts.
Author: Assistant
Category: coach-creator-crossover-series | Model: gpt-4o
Create 10 ultra-short clips; ask users to identify pitch type. Show reveal cards with movement profiles and pitcher comps.
Author: Assistant
Category: micro-quiz-video-series | Model: gpt-4o
Generate a game umpire scorecard: zone accuracy, top 3 missed calls, and swing in run expectancy. Create a neutral headline and a respectful CTA to discuss.
Author: Assistant
Category: officiating-analytics | Model: gpt-4o
Generate a student-facing worksheet for goal setting using SMART + implementation intentions. Include examples for academics, friendships, and wellbeing.
Author: Assistant
Category: student-development | Model: gpt-4o
Monitor Malacca, Taiwan Strait, Suez alternatives and EU ports backlog. Provide AIS-based congestion indices and insurer advisories with two map graphics.
Author: Assistant
Category: logistics-risk-tracker | Model: gpt-4o
Outline AI liability proposals and product safety updates. Provide newsroom hypotheticals, case studies, and talking points for radio/TV.
Author: Assistant
Category: tech-law-explainers-EU | Model: gpt-4o
Propose a self-play generation strategy where a teacher model drafts, a critic model scores, and a curator enforces diversity/novelty. Provide leakage and drift monitors.
Author: Assistant
Category: data-synthesis-LLM | Model: gpt-4o
Create 15 snackable posts (≤15s) optimized for transit viewers (JA). Include subtitles, no-audio-first, and station geo-tags. Target ≥70% predicted engagement.
Author: Assistant
Category: microcontent-transit-JP | Model: gpt-4o
Weekly roundup of ASEAN data/AI/platform rules; provide a region heatmap and two enterprise case studies (compliance costs, launch delays).
Author: Assistant
Category: regulatory-weekly-SEA-tech | Model: gpt-4o
Summarize the latest on chip/export controls, domestic substitution, and cloud/AI rules. Offer a reporters’ Q&A crib sheet and key agencies glossary.
Author: Assistant
Category: policy-tech-brief-CN | Model: gpt-4o
Summarize the next 30 days of EU Council/Parliament files (AI Act, DSA/DMA enforcement, energy market design). Provide key votes, rapporteurs, and likely amendments plus desk-ready explainer cards.
Author: Assistant
Category: legislative-tracker | Model: gpt-4o
Generate a sanctions/trade-flow update across BRICS: new measures, tariff shifts, mirror-trade anomalies, and transshipment routes via third countries. Deliver a red/amber/green risk map with three st...
Author: Assistant
Category: policy-trade | Model: gpt-4o
Create a safety taxonomy (harm classes) and a multilingual red-team plan with auto-generation of adversarial prompts. Provide block/transform policies and human review paths.
Author: Assistant
Category: safety-program-LLM | Model: gpt-4o
Implement constrained decoding: lexically constrained beam search, regex/JSON constraints, and numerical guards. Provide examples and edge-case tests.
Author: Assistant
Category: controlled-generation-LLM | Model: gpt-4o
Draft guardrails for ethical generative video: disclaimer placement, sensitive topics avoidance, likeness permissions concept, and fact overlays for explainers.
Author: Assistant
Category: video-governance | Model: gpt-4o
Define a QA rubric for Veo/Sora outputs: artifact check, lip sync plausibility concept, continuity, brand compliance. Output a pass/fail sheet.
Author: Assistant
Category: video-quality-assurance | Model: gpt-4o
Generate adversarial questions that would falsify your stock thesis. Provide data sources to check and a pre-commit exit criterion list.
Author: Assistant
Category: investing-discipline | Model: gpt-4o
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Author: Assistant
Category: synthesis-templates | Model: gpt-4o
Specify a repeatable B-roll library: city timelapses, hands-on-device, nature textures. Provide Veo/Sora style settings and metadata tags.
Author: Assistant
Category: video-asset-pipeline | Model: gpt-4o
Produce an accessibility checklist: captions, contrast, motion sensitivity, alt versions with calmer motion. Provide automated QC steps.
Author: Assistant
Category: video-a11y-compliance | Model: gpt-4o
Have ChatGPT template Terraform/Pulumi modules, Cursor generate CI pipelines for plan/apply, and Antigravity agents stand up preview environments per PR. Include drift detection and cost guardrails.
Author: Assistant
Category: platform-engineering | Model: gpt-4o
Define a ‘motion grammar’: push-in for reveal, dolly-out for isolation, handheld for urgency. Provide Veo/Sora prompt examples and misuse warnings.
Author: Assistant
Category: video-craft | Model: gpt-4o
Plan a video built from an audio spine (VO + music beats). Provide beat markers, cut points, and transitions, then align Veo/Sora shot prompts to each beat.
Author: Assistant
Category: video-editing-structure | Model: gpt-4o
Design a 60–90s explainer structure: cold-open problem, metaphor, feature beats, case vignette, CTA. Provide Sora prompts per section and subtitle script.
Author: Assistant
Category: video-education-marketing | Model: gpt-4o
Turn a stock thesis into a 60s narrative: tension→setup→evidence→risk→CTA. Provide Sora prompts for visuals and a subtitle/export checklist.
Author: Assistant
Category: video-finance-education | Model: gpt-4o
Act as a delivery lead. Orchestrate a dev workflow where ChatGPT refines the spec, Cursor’s Plan/Debug Modes generate and iterate on code, and Antigravity agents run plan→execute→verify missions (edit...
Author: Assistant
Category: dev-workflow | Model: gpt-4o
Given a product brief, have ChatGPT write acceptance criteria and test outlines, ask Cursor to generate unit/integration tests and the minimal code, then let Antigravity agents execute the suite and o...
Author: Assistant
Category: quality-engineering | Model: gpt-4o
Create a storyboard-driven approach for Sora: 8–12 panels with shot type, action, and lighting. Provide text prompts per panel and continuity cues.
Author: Assistant
Category: video-preproduction | Model: gpt-4o
Pick a UI/server framework migration (e.g., Vue→React, Express→FastAPI). ChatGPT drafts a strangler plan; Cursor generates adapters; Antigravity runs dual-run canaries and traffic shadowing. Output ri...
Author: Assistant
Category: architecture-change | Model: gpt-4o
Develop a layered prompt system for Veo 3.1: concept → scene list → shot specs (lens, movement) → art direction → color script. Output a template and an example for a 30-second brand film.
Author: Assistant
Category: video-direction | Model: gpt-4o
Plan a collaboration workflow: script writer, prompt director, editor, and publisher roles. Provide a task board and handoff templates.
Author: Assistant
Category: video-production-ops | Model: gpt-4o
Use Cursor’s visual editor to propose UI tweaks, ChatGPT generates design-token updates and a11y copy, Antigravity snapshots and runs visual diffs to ensure no unintended changes. Deliver a review pac...
Author: Assistant
Category: frontend-productivity | Model: gpt-4o
ChatGPT generates robust Playwright/Cypress specs with retry/wait heuristics; Cursor adds data-seeding helpers; Antigravity shards and retries, quarantines flaky tests, and files deflakes. Provide a f...
Author: Assistant
Category: test-engineering | Model: gpt-4o
Given mission segments and energy densities, size a hybrid-electric system (generator, battery, motors). Include mass breakdown, thermal loads, redundancy, and certification considerations. Output a s...
Author: Assistant
Category: propulsion-integration | Model: gpt-4o
Create a brief template that ties analytics (retention curve, CTR) to creative decisions (pacing, framing). Provide Veo/Sora prompt levers mapped to metrics.
Author: Assistant
Category: video-analytics-bridge | Model: gpt-4o
ChatGPT creates a 5-day newcomer path, Cursor generates bite-size issues and starter tests, Antigravity spins per-dev preview envs with sample data. Include success checklist.
Author: Assistant
Category: people-enablement | Model: gpt-4o
Design a multilingual shorts pipeline: subtitle timing, on-screen text variants, cultural imagery swaps. Provide Veo/Sora prompt tweaks per locale.
Author: Assistant
Category: video-localization-ops | Model: gpt-4o
Create a loop: baseline render → critique by 5 visual axes (composition, lighting, motion, palette, clarity) → adjust prompts → A/B compare. Provide a worksheet.
Author: Assistant
Category: video-ops-quality | Model: gpt-4o
Create a 20-second teaser plan: 5-shot arc (mystery→context→hero→proof→tagline), macro texture B-roll, and logo resolve. Provide Veo prompts and editing notes.
Author: Assistant
Category: video-marketing-shortform | Model: gpt-4o
ChatGPT designs role-specific coding tasks and rubrics; Cursor generates harnesses/tests; Antigravity runs auto-grading in sandboxes. Provide anti-cheat and fairness notes.
Author: Assistant
Category: talent-engineering | Model: gpt-4o
ChatGPT proposes sample scenarios; Cursor generates runnable apps per SDK; Antigravity tests in clean envs and publishes to a gallery. Provide quality bar and review cycle.
Author: Assistant
Category: developer-relations-tooling | Model: gpt-4o
Create a pipeline that generates questions from documents, with required answer spans and citations. Provide filters for ambiguity and leakage checks.
Author: Assistant
Category: data-generation-eval | Model: gpt-4o
Design a brand lookbook for generative video: LUT styles, palette references, texture adjectives, and motion motifs. Provide Veo/Sora prompt tags using these assets conceptually.
Author: Assistant
Category: video-branding | Model: gpt-4o
ChatGPT designs API surface and language idioms; Cursor generates SDKs for JS/Python/Go and examples; Antigravity publishes packages and runs smoke tests. Provide versioning rules.
Author: Assistant
Category: developer-relations | Model: gpt-4o
Generate 30 hook lines and 10 visual cold-open ideas for 5 niches. Provide Veo/Sora prompts for each hook and an A/B testing plan.
Author: Assistant
Category: video-growth-hacking | Model: gpt-4o
Generate alternative business models and pricing for a capability. Score by margins, defensibility, and partner fit. Output a 6 week test plan.
Author: Assistant
Category: model-innovation | Model: gpt-4o
Create a 2 week field research sprint with recruitment, scripts, and synthesis formats. Output 10 insights and 3 experiments to run.
Author: Assistant
Category: insight-generation | Model: gpt-4o
Draft acceptable use, review steps, red team prompts, and data retention for AI tools. Output team training and an audit plan.
Author: Assistant
Category: AI-operations | Model: gpt-4o
Generate company and team OKRs with outcome metrics and leading indicators. Include weekly check in ritual and red amber recovery playbook.
Author: Assistant
Category: strategy-execution | Model: gpt-4o
Generate a bilingual-ready structure for sales deck and one-pager: problem, proof, ROI, local logos, procurement steps in US/TW, and CTA variants.
Author: Assistant
Category: sales-collateral | Model: gpt-4o
Generate a 20-test backlog split by TW/US with hypotheses for landing pages, paywalls, and creative. Include sample size calculator and guardrails.
Author: Assistant
Category: growth-planning | Model: gpt-4o
Generate a pack audit: categorize big three and sm/consumables, suggest proven weight swaps with cost/benefit and risk notes.
Author: Assistant
Category: gear-optimization | Model: gpt-4o
Generate 6 practice prompts (2 per task type), timing cues, sample high-band responses, and a self-evaluation rubric (delivery, language use, topic development). Include filler-word reduction drills.
Author: Assistant
Category: speaking | Model: gpt-4o
Write a CLI to manage SSH configs (host aliases, keys), test connectivity, and set local/remote forwards with auto-reconnect. Generate Windows OpenSSH/Posix config snippets. Flags: --add, --test, --pf...
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a CLI to dockerize a folder with sane defaults: generates Dockerfile/Compose, builds, runs, tails logs, and cleans. Flags: --init, --build, --run, --logs, --down. Language presets (Python/Node/G...
Author: Assistant
Category: cli-tool | Model: gpt-4o
Build a CLI to scan a project and output dependency licenses/NOTICE file for common ecosystems (npm/pip/go). Flags: --format markdown,json, --fail-on copyleft (optional).
Author: Assistant
Category: cli-tool | Model: gpt-4o
Generate 12 light puns about giant grocery aisles, sample tables, and shopping carts with squeaky wheels. No brand digs. JSON {setup,punchline}.
Author: Assistant
Category: humor | Model: gpt-4o
Generate 12 gentle jokes about thrift finds and yard-sale bargaining. No mocking. JSON {setup,punchline}.
Author: Assistant
Category: humor | Model: gpt-4o
Create an ffmpeg-based CLI for batch transcode with device detection (HW accel when possible). Presets: social, lossless, podcast. Flags: --in, --out, --crf, --audio-bitrate, --normalize.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a producer. Draft a shot list: booth wide, demo over-the-shoulder, customer handshake, panel moments, and product hero. Include model/property release templates.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a grants coach. Create a template and prompts to draft a compelling Specific Aims page: problem gap, innovation, aims, approach highlights, and success criteria. Include reviewer heuristics.
Author: Assistant
Category: grant-writing | Model: gpt-5
You are a regulatory strategist. Outline validation for software as a medical device/AI decision support: intended use, clinical association, analytical validation, clinical validation, and real-world...
Author: Assistant
Category: regulatory-strategy | Model: gpt-5
You are an embedded AI lead. Design an edge pipeline for POC devices: on-device inference, quantization, latency budgets, offline fallback, and remote update policy. Include safety/alerting tests.
Author: Assistant
Category: medical-devices-ICT | Model: gpt-5
You are an AI governance lead. Produce model/dataset cards: intended use, populations, metrics, calibration, drift, robustness, and fairness checks. Include post-deployment monitoring hooks.
Author: Assistant
Category: responsible-AI | Model: gpt-5
Act as a path AI lead. Draft a WSI pipeline: tiling, color normalization, tissue detection, artifact rejection, MIL architectures, and pathologist-in-the-loop review.
Author: Assistant
Category: imaging-ml | Model: gpt-5
Act as a learning designer. Outline a 4-week micro-course on practical AI for managers: prompts, review workflows, ethical guardrails, and automation ideas. Include daily 12-minute tasks.
Author: Assistant
Category: education | Model: gpt-5
Act as an editing coach. Compare AI denoise and super resolution tools, artifact control, face recovery limits, and disclosure ethics. Provide before/after QA checks.
Author: Assistant
Category: photography | Model: gpt-4o
Act as a copy lead. Provide a modular press release template with placeholders, boilerplate library, quote variations, and localization notes (EN/JP/DE). Include a checklist for wire distribution vs o...
Author: Assistant
Category: PR | Model: gpt-4o
Act as a revenue analyst. Map income streams (AdSense, affiliates, merch, memberships). Build a model for RPM uplift via video mix, pacing for mid-rolls, end-card funnels, and product SKU ideas. Inclu...
Author: Assistant
Category: creator | Model: gpt-4o
Act as an experimentation lead. Build a 12-cell matrix testing upload time, video length, and hashtag sets. Provide hypotheses, success metrics, and a weekly stand-up format for learning capture.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a content librarian. Identify 20 evergreen videos for re-edits into Shorts, carousel posts, and compilations. Provide file pulls, reframe notes, and repost cadence.
Author: Assistant
Category: creator | Model: gpt-4o
You are a script editor. Generate a library of 40 hooks and 20 retention beats (pattern interrupts, open loops, visual resets) for Shorts and long-form. Include niche variants (tech, gaming, beauty) a...
Author: Assistant
Category: creator | Model: gpt-4o
You are a vertical-video editor. Provide frame guides (9:16), title/caption safe zones, kinetic text templates, split-screen ideas, and burned-in subtitle specs for readability.
Author: Assistant
Category: creator | Model: gpt-4o
You are a localization lead. Create a multilingual plan: auto vs human captions, style guides, glossary, AI dubbing workflow, and regional thumbnail/text swaps. Include accessibility checks.
Author: Assistant
Category: creator | Model: gpt-4o
You are a DevSecOps lead. Create a starter pipeline: dependency scanning, SBOM generation, SAST/DAST, secrets detection, and signed releases. Provide pass/fail gates and incident playbooks.
Author: Assistant
Category: software | Model: gpt-4o
You are an edge-AI guide. Show how to deploy a small vision model on a Raspberry Pi-class SBC with ONNX Runtime. Include quantization steps, I/O pipeline, and FPS/power targets.
Author: Assistant
Category: ai | Model: gpt-4o
Act as an MLOps lead. Propose a minimal stack with DVC for data, MLflow for tracking, and GitHub Actions for CI. Provide folder layout, YAML samples, and a model promotion checklist.
Author: Assistant
Category: ai | Model: gpt-4o
Act as a career coach. Design a portfolio structure with 4 flagship repos (AI, systems, web, data). Include README templates, demo videos, issue hygiene, and contribution guidelines.
Author: Assistant
Category: career | Model: gpt-4o
Act as a mentor for students new to AI. Create a 90-day progression covering linear algebra refreshers, Python for ML, PyTorch basics, classic ML, and transformers. Include weekly goals, reading links...
Author: Assistant
Category: education | Model: gpt-4o
Design a pre-silicon validation flow using emulation and FPGA protos: partition strategy, speed/visibility tradeoffs, trace buffers, stimulus generation, coverage closure, and HW/SW co-verification mi...
Author: Assistant
Category: chip-design | Model: gpt-4
As an NPI lead, generate a factory readiness checklist: work instructions, jigs/fixtures, line balance, first article inspection, SPC charts, yield target, rework loop, and traceability plan (serials,...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a principal engineer. Define a CI/CD pipeline that satisfies SOC 2 and ISO 27001 concerns: branch policies, required reviews, SBOM generation, dependency scanning, SAST/DAST, signing and proven...
Author: tsubasa
Category: engineering | Model: gpt-4o
Give a content growth-hack outline targeting niche verticals in Europe (e.g., cleantech in Germany, fintech in the UK). Include content themes, channels (LinkedIn, Medium, local blogs), repurposing ta...
Author: Assistant
Category: growth-hack | Model: gpt-4
Build a loop that collects model errors/failures and proposes prompt edits. Steps: (1) bucket failures, (2) extract missing instructions, (3) propose deltas, (4) generate 3 patched prompts, (5) quick ...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
Create 40 opening hooks (≤10 words) for Shorts/Reels/TikTok in tech/business niches. Categorize by emotion: surprise, fear of missing out, curiosity, authority. Return as CSV with columns: hook, emoti...
Author: Curioforce Corp. Corp.
Category: Viral Content | Model: gpt-5-thinking
Provide a script template for 60-second videos: Hook (0–3s), Story (3–45s), Offer (45–60s). Add examples for SaaS, consulting, and local retail. Return as JSON with arrays per niche.
Author: Curioforce Corp. Corp.
Category: Viral Content | Model: gpt-5-thinking
Given an unweighted graph (edge list), generate steps to formulate a Max-Cut QAOA instance: cost & mixer Hamiltonians, initial state, parameterization, and classical optimizer loop. Output Python-like...
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
Create a B2B outreach plan targeting Lanzhou industrial buyers via WeChat and Douyin. Return: ICP profile, content pillars (case studies, process videos), posting cadence, live-demo format, lead captu...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Generate 200 platform-native hooks sorted by use case (education, drama, POV, myth-busting, teardown, challenge). Rules: max 7 words where possible, high curiosity, avoid clickbait, promise value by ...
Author: Inspire Search Corp.
Category: Copywriting | Model: gpt-5-thinking
Provide 12 script templates with beats for 15s/30s/60s: hook, value, proof, CTA. Pair with b‑roll ideas and caption starters.
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
Create 12 social posts to promote a lead magnet (guide, checklist, calculator). Add save-worthy carousels, short video teasers, and DM opt-in flows.
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
Convert 50 customer FAQs into content prompts: carousels, shorts, threads. Add CTAs that invite more questions.
Author: Inspire Search Corp.
Category: Ideation | Model: gpt-5-thinking
Transform 5 case studies into snackable social assets: 3 carousels, 3 short videos, 2 threads, 4 story frames per case. Add proof mechanics (numbers, quotes, screenshots) and CTAs for demo/book a call...
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
Generate a seasonal calendar (Golden Week, BF/CM, New Year) with campaign angles, creative prompts, and urgency stacks (limited drops, bundles).
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
Generate 30 local content ideas for SMBs (cafés, gyms, salons) in JP/US: neighborhood guides, behind-the-scenes, staff picks, seasonal tips.
Author: Inspire Search Corp.
Category: Ideation | Model: gpt-5-thinking
Goal: generate CRO hypotheses backed by evidence. Data: funnels, heatmaps, surveys, NPS, session replays. Steps: 1) Aggregate pain points; 2) Map to heuristics (clarity, friction, motivation); 3) Prio...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Monitor keyword drift across 7 days of news. How do certain phrases (e.g., 'climate tech', 'AI ethics') shift in association? Predict future narrative framing.
Author: Tsubasa Kato
Category: Language Modeling | Model: GPT-5
Combine Perplexity's trending data, Google News, and social feeds to generate multi-source weighted predictions on the next 48h headline topics.
Author: Tsubasa Kato
Category: Hybrid Analytics | Model: GPT-5
Trace how a trending topic (e.g., AI regulation) evolves in tone, framing, and sentiment over a week. Predict how it will mutate next and why.
Author: Tsubasa Kato
Category: Trend Dynamics | Model: GPT-5
Track mentions of artificial intelligence across sectors. Quantify growth rate and predict when it will saturate or move into new narrative phases.
Author: Tsubasa Kato
Category: AI Analytics | Model: GPT-5
Take the biggest headline of today and ask: what would happen if its opposite occurred? Analyze implications and likelihood of such reversal.
Author: Tsubasa Kato
Category: Strategic Thinking | Model: GPT-5
Create a flywheel that turns short‑form videos into SEO‑rich, evergreen assets. Pipeline: hook → transcript → blog (EEAT) → email nugget → carousel → thread → repurposed snippets. Provide: content sch...
Author: Tsubasa Kato
Category: Influencer Growth | Model: gpt-5
Write 10 personalized outreach messages to {target_creator_or_company} for {goal}. Follow: 3‑sentence rule, cite a recent specific post/launch, mutual benefit, clear next step, compliant disclaimers. ...
Author: Tsubasa Kato
Category: Influencer Growth | Model: gpt-5
Generate 50 viral‑tested hooks and matching CTAs for {niche} on {platform}. For each, provide: Hook (≤80 chars), CTA, Psychological Trigger, Risk Flags (privacy/claims/IP), Safer Alternative if any, a...
Author: Tsubasa Kato
Category: Influencer Growth | Model: gpt-5
Use JTBD to propose next‑gen product ideas for {target_user} in {domain}. Steps: 1) Extract core jobs + anxieties + desired outcomes from top reviews/discussions (assume sample provided), 2) Map under...
Author: Tsubasa Kato
Category: Product Ideation | Model: gpt-5
Write a detailed guide on configuring and utilizing the latest edge GPU boards for enhanced GenAI performance in robotics professionals' work. Include step-by-step instructions, optimal hardware confi...
Author: Prompt Generator
Category: TechGuides | Model: llama3.1:latest
Write a GenAI prompt for a robotics engineer to optimize edge computing workloads on the latest NVIDIA A100 GPUs, ensuring seamless integration with robotic systems.
Author: Prompt Generator
Category: Tech/Engineering | Model: llama3.1:latest
Create a GenAI prompt that generates optimized workflows for robot professionals using the latest edge GPU boards, integrating tasks like object recognition, motion planning, and real-time processing.
Author: Prompt Generator
Category: GenAI Prompts | Model: llama3.1:latest
Write a GenAI prompt that generates step-by-step instructions for a robot professional to assemble and calibrate an industrial robotic arm using the latest edge GPU boards, minimizing assembly time by...
Author: Prompt Generator
Category: Industrial Automation | Model: llama3.1:latest
Generate a detailed step-by-step guide on how to implement real-time object detection and segmentation using the latest edge GPU boards (e.g., NVIDIA Jetson or Google Coral) in a robot's workflow, foc...
Author: Prompt Generator
Category: Robotics/AI | Model: llama3.1:latest
Write a comprehensive GenAI prompt that utilizes the latest edge GPU boards to accelerate tasks such as data annotation, object detection, and predictive modeling for a team of robotics engineers. Pr...
Author: Prompt Generator
Category: AI Development | Model: llama3.1:latest
Develop a GenAI workflow that leverages the processing power of edge GPU boards to optimize robotic task execution, including real-time data analysis and decision-making. Consider integrating with lat...
Author: Prompt Generator
Category: Robotics/AI | Model: llama3.1:latest
Develop a GenAI prompt that integrates robotic process automation, computer vision, and edge computing to streamline inspection tasks on factory floors using NVIDIA's latest Ampere-based GPU boards.
Author: Prompt Generator
Category: GenAI for Industry | Model: llama3.1:latest
Write a GenAI workflow to automate robot calibration and maintenance tasks on edge GPU boards, utilizing the latest equipment integrations and optimized algorithms for real-time processing.
Author: Prompt Generator
Category: Robotics Engineering | Model: llama3.1:latest
Optimize GenAI workflow by analyzing performance on latest edge GPU boards and integrating new equipment to enhance productivity and efficiency in robot professional tasks, focusing on real-time data ...
Author: Prompt Generator
Category: Robotics & AI | Model: llama3.1:latest
Describe a workflow to optimize simulation scenarios on an HPC cluster, minimizing computational resources and maximizing accuracy. Please provide: - A step-by-step process for selecting suitable alg...
Author: Prompt Generator
Category: Supercomputing | Model: llama3.1:latest
Develop a prompt that generates an optimized HPC job schedule, considering resource allocation, data transfer times, and energy efficiency for a large-scale simulation task.
Author: Prompt Generator
Category: Supercomputing | Model: llama3.1:latest
Write a detailed workflow for optimizing the execution of a large-scale scientific simulation on a supercomputing cluster, incorporating AI-assisted task scheduling and resource allocation.
Author: Prompt Generator
Category: HPC Optimization | Model: llama3.1:latest
Describe the process of optimizing a parallel algorithm for exascale computing, including strategies for reducing memory usage and increasing scalability. Provide examples of successful optimizations ...
Author: Prompt Generator
Category: Supercomputing | Model: llama3.1:latest
Describe a scenario where you are tasked with optimizing the workflow of a supercomputing cluster used for climate modeling. The cluster has 10,000 cores and is running a complex simulation that requi...
Author: Prompt Generator
Category: Supercomputing & AI | Model: llama3.1:latest
Generate 10 diverse ideas for {{topic}} across people, process, product, promotion, and platform. Score each 1–5 for impact, effort, fun. Present the ranked top 3 with concrete next steps and a 24-hou...
Author: ChatGPT
Category: Brainstorming | Model: gpt-5
List risks for {{AI_use_case}} (medical/fitness/environmental). Design mitigations: human-in-the-loop, disclaimers, confidence prompts, and fail-safes. Add an evaluation plan with red-team tests and m...
Author: Tsubasa Kato
Category: risk | Model: gpt-5-thinking
Generate 100 hook lines for {{product_concept}} across three themes: Time-saving, Money-making, Status. Format variants for X (≤280 chars), TikTok (≤15 words), YouTube title (≤55 chars + 1 thumbnail t...
Author: Tsubasa Kato
Category: creative-library | Model: gpt-5-thinking
Write 9 ad briefs (3 per platform: X Video, TikTok Spark, YouTube Shorts): - Hook, problem, solution, proof, CTA - Script, b-roll list, subtitle lines, end-card - Offer angle (trial/discount/waitlist)...
Author: Tsubasa Kato
Category: paid-ads | Model: gpt-5-thinking
Produce 30 TikTok video ideas for {{product_concept}} targeting {{ICP}}. For each: 1-s hook line, 15–30s script, shot list, on-screen text, caption, 3–5 hashtags, CTA. Organize into pillars: Education...
Author: Tsubasa Kato
Category: marketing-tiktok | Model: gpt-5-thinking
You are a startup ideation partner. For the niche {{app_niche}} and target {{ICP}}, list 20 app product ideas based on real user pains. For each idea, provide: - Problem statement (user quote style) -...
Author: Tsubasa Kato
Category: ideation | Model: gpt-5-thinking
Design a YouTube plan to 0→10k subscribers for {{product_concept}}. - 4 evergreen pillars with audience/jobs-to-be-done - 12 video outlines (title A/B, beat sheet, thumbnail text ≤4 words) - 3 Shorts ...
Author: Tsubasa Kato
Category: marketing-youtube | Model: gpt-5-thinking
Generate 10 A/B test hypotheses for landing page sections (hero, social proof, pricing, FAQ). Include matching X/TikTok/YouTube messaging variants to keep cross-platform alignment. Define expected lif...
Author: Tsubasa Kato
Category: experimentation | Model: gpt-5-thinking
For {{topic}}, propose 12 YouTube video ideas optimized for search intent. For each: exact-match variant title, supporting keywords, chapter timestamps, thumbnail text (≤3 words), and Shorts hooks. Ad...
Author: Tsubasa Kato
Category: marketing-youtube | Model: gpt-5-thinking
Coach the founder to perform on camera. Provide: warmups, script memorization strategies, teleprompter tips, energy/pace notes, and audience engagement tactics for TikTok and YouTube. Include a 2-week...
Author: Tsubasa Kato
Category: enablement | Model: gpt-5-thinking
Write a prompt in the style of a caring mentor who says: 'Learn C/C++ and fundamentals to know how the machine really works, then learn Python to ride the future wave of AI and automation.' Keep it fu...
Author: AI Prompt Writer
Category: education | Model: gpt-5
Generate a Twitter/X thread prompt starting with 'If you’re in CS (or any tech field), listen up:' explaining why C/C++ + fundamentals = strong foundation, and Python = career booster. Make it witty, ...
Author: AI Prompt Writer
Category: social media | Model: gpt-5
Craft a future-focused post about why Python is a must-learn language for careers in AI, data science, web dev, and automation. Compare it with C/C++ as the foundation, and Python as the supercharger ...
Author: AI Prompt Writer
Category: education | Model: gpt-5
Develop viral marketing prompts for an electronics store to use across X, TikTok, and YouTube. Include unboxing skits, tech vs. lifestyle mashups, futuristic gadget showcases, meme-based reactions, an...
Author: AI Prompt Writer
Category: marketing | Model: gpt-5
Create a caring, future-focused prompt to encourage students to learn C/C++ along with CS fundamentals and DSA. Make it fun, engaging, and tie it to long-term career strength.
Author: AI Prompt Writer
Category: education | Model: gpt-5
Write a motivational post explaining why learning C/C++ is the most powerful career investment for CS/tech students. Highlight how it makes picking up other languages faster, builds confidence, and re...
Author: AI Prompt Writer
Category: education | Model: gpt-5
Generate 10 creative, viral campaign ideas for a sports goods company to market on X, TikTok, and YouTube. Think about challenges, athlete collabs, gamified contests, and inspirational storytelling th...
Author: AI Prompt Writer
Category: marketing | Model: gpt-5
Design a cross-platform viral campaign idea that can start on TikTok, trend on X, and be expanded into a long-form YouTube video for a sports goods, supermarket, or electronics brand. Include the key ...
Author: AI Prompt Writer
Category: marketing | Model: gpt-5
Propose fresh, viral content ideas for a supermarket chain to promote on X, TikTok, and YouTube. Include flash-sale stunts, food challenges, recipe hacks, sustainability campaigns, and influencer coll...
Author: AI Prompt Writer
Category: marketing | Model: gpt-5
Come up with a list of 20 unique hashtag challenges that sports goods companies, supermarkets, or electronics stores could launch on TikTok and X to quickly go viral and convert into YouTube compilati...
Author: AI Prompt Writer
Category: marketing | Model: gpt-5
Describe a method to optimize the following quantum circuit: H-QFT-H on 4 qubits, minimizing T-count and maximizing entanglement.
Author: Prompt Generator
Category: Quantum Computing Challenges | Model: llama3.1:latest
Design a quantum circuit that performs the Deutsch-Jozsa algorithm with n qubits to solve an unbalanced function problem in less than O(2^n) time.
Author: Prompt Generator
Category: Quantum Engineering | Model: llama3.1:latest
Design a quantum circuit that applies the Surface Code protocol to correct single-qubit errors in a logical qubit.
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Describe the principles behind Surface Code and Shor code. How do they protect against decoherence? Provide an example of their application in a real-world quantum computer.
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Write a Python script to create and optimize a quantum circuit implementing Shor's algorithm for factorizing large numbers. Include circuit description, input/output transformations, and performance m...
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Write a detailed explanation of the principles and implementation of surface codes or Shor codes in the context of quantum computing, including their applications and limitations. Describe how these ...
Author: Prompt Generator
Category: Quantum Computing | Model: llama3.1:latest
Consider a 3-qubit quantum circuit with several layers of gates. The goal is to minimize the overall gate count while maintaining circuit fidelity. 1. Describe the original circuit structure and iden...
Author: Prompt Generator
Category: Quantum Computing Engineering | Model: llama3.1:latest
Create a high-level design for a quantum error correction protocol using surface codes, including the encoding and decoding procedures, and explain how it addresses noise in quantum computing.
Author: Prompt Generator
Category: Quantum Computing Challenges | Model: llama3.1:latest
Describe and diagram your approach to developing a practical error correction protocol for quantum computers. Assume a system with N qubits and account for common sources of error.
Author: Prompt Generator
Category: Quantum Computing Fundamentals | Model: llama3.1:latest
Given a quantum circuit with n qubits and m gates, optimize the gate placement and order to minimize the overall execution time on a realistic quantum computer architecture. Considerations: * Resourc...
Author: Prompt Generator
Category: Quantum Computing Challenge | Model: llama3.1:latest
Generate an ADR for <system change>: context, decision, options considered, trade-offs (latency, throughput, cost), failure modes, rollback plan, security and privacy impact, data migration, and obser...
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
Create a blameless postmortem for incident <id>: timeline, customer impact, 5 Whys, contributing factors, detection gaps, and corrective actions. Propose guardrails, SLO/SLA adjustments, runbooks, and...
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
Compute roadmap prioritizes long-context video/software-gen AI. Action: align capex with GB200/GB300 ramps; capacity-plan power/cooling; shift some inference to video-native accelerators.
Author: ChatGPT
Category: Tech Strategy | Model: GPT-5 Thinking
Build a 60-minute accessory install flow (dash cams, ETC, mats) for dealerships. Deliver: bay choreography, harness routing guides, QC photos, customer before/after brief, and returns shelf. KPIs: ups...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Deploy LPA across lines. Deliver: rotating checklist library tied to CTQs, mobile audits, instant containment workflow, and monthly trend councils. KPIs: escape rate ↓, audit closure ↑. Output: schedu...
Author: Tsubasa Kato
Category: Quality | Model: GPT-5 Thinking
You are a robotics CI lead. Design a sim-in-the-loop pipeline for perception + planning stacks. Deliver: scenario library spec (lighting, occlusion, rare edge cases), metrics (success %, collision=0, ...
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
Act as an AI rollout lead for a sub-50 person company. Deliver a 14-day plan: use cases ranked by ROI/risk, 2 quick-win agents (inbox triage, FAQ/RAG), minimal governance (human-in-the-loop), success ...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Ship marketing and sales agents: content brief generator, SEO outline, ad variants, webinar follow-up, lead enrichment, meeting note sync. Define prompts, tool chain (CRM, MAP, docs), eval rubric (bra...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Build a FinOps plan for AI: unit economics per task, cost alerts, usage quotas, fallback models, and A/B testing harness. Output dashboards (tasks/hour, cost/task, quality), run-book for anomalies, an...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
You are a product ops partner. Create a 1-page catalog of 10 agent ideas for a <50 staff firm: sales reply, invoice Q&A, website chat, calendar triage, hiring screener, policy Q&A, SOP generator, soci...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Design an AI command center for 5k+ staff: portfolio view, policy engine, model registry, data zones, secrets vault, approvals, lineage, and audit. Include risk taxonomy (legal, security, brand), RACI...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Provide practical steps for prolonged blackout. Goals: stay safe, save battery, stay reachable. Actions: avoid open flames; use flashlights; ventilate generators outside; check carbon-monoxide alarms;...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Guide civilians through extended power loss. Focus: avoid secondary hazards, conserve power, keep contact cadence. Actions: avoid candles (use flashlights), ventilate generators outdoors, check CO ala...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Extended power loss causing comms failure. Priorities: avoid hazards, conserve power, maintain contact cadence. Actions: keep fridge closed; avoid candles (use flashlights); ventilate generators outdo...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Generate a highly engaging and shareable social media thread or post that summarizes the latest news and trends as of September 12, 2025. Focus on key topics like potential US interest rate cuts from ...
Author: Grok
Category: news | Model: grok-4
Create physical cards with the following composition ideas on them: • Rule of thirds • Leading lines • Symmetry • Framing • Depth of field Place these cards near your camera and use them as a reminder...
Author: Prompt Generator
Category: Photography Tips | Model: GPT-5, DALLE 3
Create a photo each day based on the following composition ideas: Day 1-5: Rule of Thirds, Leading Lines, Symmetry, Framing, and Textures Day 6-10: Negative Space, Patterns, and Form Day 11-15: Dep...
Author: Prompt Generator
Category: Photography Tips | Model: GPT-5, DALLE 3
Copy and paste this list to get instant ideas on framing, leading lines, symmetry, texture, and more. 1. Shoot through a keyhole or gate 2. Use a long exposure in a busy street 3. Play with reflection...
Author: Prompt Generator
Category: Photography Composition | Model: GPT-5, DALLE 3
Create a series of photos showcasing different composition techniques such as rule of thirds, leading lines, symmetry, and framing. Use a mix of indoor and outdoor settings to demonstrate versatility.
Author: Prompt Generator
Category: Photography Lessons | Model: GPT-5, DALLE 3
Create a grid of 9 squares on your viewfinder or screen, divide it into thirds both horizontally and vertically to frame your subject, use leading lines to guide the viewer's eye, incorporate symmetry...
Author: Prompt Generator
Category: Photography Tutorials | Model: GPT-5, DALLE 3
Generate a breathtaking landscape as seen from the eyes of a male adventurous young man, using vibrant colors and dynamic lighting. The camera pans over rolling hills, waterfalls, and lush forests, re...
Author: Prompt Generator
Category: Visual Storytelling | Model: llama3.1:latest
Generate a series of prompts for a week-long British-themed baking challenge
Author: Food & Drink
Category: gemini-1.5-pro | Model: uk, baking, cooking, challenge
Generate a 3-month personal growth plan focused on career advancement and mindful living
Author: Personal Growth
Category: gemini-1.5-pro | Model: career, wellness, usa, planning
Generate a list of unique 'staycation' ideas across the UK
Author: Travel
Category: gemini-1.5-pro | Model: uk, travel, solo travel, adventure
Create a dreamlike cityscape with intricate architecture, soft pastel colors, and subtle hints of luminescence. Incorporate surreal elements that defy gravity or blur the line between reality and fant...
Author: Prompt Generator
Category: Fine Art | Model: llama3.1:latest
Create a surreal landscape with glowing nebulae and celestial bodies. Incorporate subtle, intricate details that invite viewers to explore the scene further. Consider using soft pastel colors and deli...
Author: Prompt Generator
Category: Artistic Visions | Model: llama3.1:latest
Create a surreal landscape with dreamlike skyscrapers and floating architecture, inspired by the works of Syd Mead.
Author: Prompt Generator
Category: Surrealism | Model: llama3.1:latest
Create a dreamlike scene depicting an abandoned, ancient city floating amidst a swirling vortex of iridescent gases and celestial debris.
Author: Prompt Generator
Category: Surreal Landscapes | Model: llama3.1:latest
Generate a surreal painting of an otherworldly landscape, with glowing nebulae, towering crystal spires, and a distant moonlit ocean. Incorporate abstracted, swirling shapes and colors reminiscent of ...
Author: Prompt Generator
Category: Artistic Visions | Model: llama3.1:latest
Create a dreamlike scene of an abandoned, mist-shrouded cityscape at dusk. Incorporate subtle, glowing energy emanating from architectural details and the ground itself. Emphasize the eerie atmosphere...
Author: Prompt Generator
Category: Conceptual | Model: llama3.1:latest
Create a surreal landscape with floating islands, mist-shrouded valleys, and glowing aurora skies. Incorporate vibrant, dreamlike colors and intricate patterns inspired by organic forms.
Author: Prompt Generator
Category: Artistic Landscapes | Model: llama3.1:latest
Create a dreamlike cityscape with iridescent skyscrapers, glowing streetlights, and misty atmosphere. Incorporate intricate architecture, surreal details, and a sense of weightlessness.
Author: Prompt Generator
Category: Fantasy | Model: llama3.1:latest
Create a vibrant, ethereal image that captures the essence of a fleeting moment. Imagine a place where nature and fantasy blend seamlessly. Incorporate soft, feathery textures, shimmering water effect...
Author: Prompt Generator
Category: Surrealism | Model: llama3.1:latest
Create a surreal landscape with rolling hills, glowing trees, and a shimmering mist that blurs the boundaries between reality and fantasy. Incorporate abstract shapes and patterns to add depth and vis...
Author: Prompt Generator
Category: Artistic Landscapes | Model: llama3.1:latest
Create a visually stunning animation of a spaceship navigating through a swirling galaxy, complete with glowing nebulas, exploding stars, and a hint of alien life.
Author: Prompt Generator
Category: Storytelling | Model: GPT-5, GPT-4o, Claude, Sora
Generate a 3-minute fantasy film set in a mystical realm, complete with floating islands, mythical creatures, and ancient magic. Incorporate advanced visual effects to bring the world to life. Create ...
Author: Prompt Generator
Category: Fantasy/Adventure | Model: GPT-5, GPT-4o, Claude, Sora
Create a thrilling fantasy adventure video using Sora's AI capabilities. The story follows a brave warrior as they embark on a perilous quest to slay the ancient dragon, Zorvath. The video should feat...
Author: Prompt Generator
Category: Fantasy/Adventure | Model: GPT-5, GPT-4o, Claude, Sora
Create a visually stunning animated video using Sora's capabilities, depicting a spaceship journey through a wormhole into a distant galaxy. Incorporate mind-bending visual effects and realistic CGI t...
Author: Prompt Generator
Category: Sci-Fi/Animation | Model: GPT-5, GPT-4o, Claude, Sora
Create a surreal music video for the song 'Electric Dreams' by an imaginary artist. The scene opens on a desolate highway at sunset, where a lone figure emerges from the distance. As the music begins,...
Author: Prompt Generator
Category: Creative | Model: GPT-5, GPT-4o, Claude, Sora
Create a thrilling fantasy adventure set in a mystical realm, with breathtaking visuals and intricate CGI effects. The story follows a young hero as they embark on a perilous quest to unite warring ki...
Author: Prompt Generator
Category: Fantasy/Adventure | Model: GPT-5, GPT-4o, Claude, Sora
Create a mesmerizing video that transports viewers through a dreamlike realm, where fantastical creatures and landscapes blend with reality. Incorporate vivid visual effects and CGI elements to create...
Author: Prompt Generator
Category: Artistic | Model: GPT-5, GPT-4o, Claude, Sora
Create a futuristic cityscape with neon-lit skyscrapers, holographic advertisements, and flying cars zipping by. Incorporate dynamic camera movements and effects like motion blur and lens flares.
Author: Prompt Generator
Category: Visual FX | Model: GPT-5, GPT-4o, Claude, Sora
Create a 60-second cinematic clip set in a neon-drenched cyberpunk city, with Sora generating visuals that seamlessly blend realistic environments and fantastical elements. Include a futuristic skyscr...
Author: Prompt Generator
Category: Cinematics | Model: GPT-5, GPT-4o, Claude, Sora
Create a cosmic journey where the user is transported to a distant planet, experiencing breathtaking landscapes and encountering alien civilizations. Include stunning visual effects like solar flares,...
Author: Prompt Generator
Category: Visual Storytelling | Model: GPT-5, GPT-4o, Claude, Sora
Create a futuristic cityscape with neon lights, towering skyscrapers, and holographic advertisements. Use Sora to generate a thrilling chase scene between a speeding hovercar and a rogue robotic secur...
Author: Prompt Generator
Category: Sci-Fi Vizuals | Model: GPT-5, GPT-4o, Claude, Sora
Create a visually stunning cyberpunk cityscape at sunset, with vibrant neon lights reflecting off the wet pavement. Incorporate advanced CGI elements such as flying cars and holographic advertisements...
Author: Prompt Generator
Category: Sci-Fi | Model: GPT-5, GPT-4o, Claude, Sora
Create a visually stunning short film set in space, with a solo astronaut exploring an abandoned generation ship. Include vibrant neon colors and dynamic camera movements. As the astronaut ventures de...
Author: Prompt Generator
Category: Short Films | Model: GPT-5, GPT-4o, Claude, Sora
Create a visually stunning, 2-minute video depicting a solo space traveler exploring a mysterious, abandoned planet. Include vibrant neon lights, ancient alien ruins, and a breathtaking asteroid field...
Author: Prompt Generator
Category: Short Films | Model: GPT-5, GPT-4o, Claude, Sora
Generate a mesmerizing sequence of visuals that transport the viewer through a shimmering portal, blending vibrant colors and luminescent effects with seamless CGI animation. Incorporate dynamic camer...
Author: Prompt Generator
Category: Fantasy | Model: GPT-5, GPT-4o, Claude, Sora
Create a breathtaking, 2-minute animated film that takes the viewer on an epic journey through a vibrant, swirling galaxy. Incorporate stunning visual effects and realistic CGI to transport the audien...
Author: Prompt Generator
Category: Adventure | Model: GPT-5, GPT-4o, Claude, Sora
Make a futuristic space opera film with Sora, featuring stunning visual effects and CGI. The movie follows a lone astronaut who discovers a hidden planet with ancient ruins holding secrets of the univ...
Author: Prompt Generator
Category: Visual Storytelling | Model: GPT-5, GPT-4o, Claude, Sora
Create a 3-minute video simulating an epic space battle between two fleets of starfighters, with advanced visual effects and CGI. Include destruction of enemy ships, explosions, smoke, fire, and debri...
Author: Prompt Generator
Category: Sci-Fi | Model: GPT-5, GPT-4o, Claude, Sora
Group similar tasks, such as checking email or making phone calls. Complete all tasks in a group before moving on to the next one.
Author: Curioforce Prompt Generator
Category: Time Management | Model: llama3.1:latest
Explore project management tools like Basecamp, Jira, or Microsoft Project. Create projects, tasks, and assign deadlines.
Author: Curioforce Prompt Generator
Category: Project Management | Model: llama3.1:latest
Plan out your day, including breaks and time blocks. Set specific times for tasks and activities.
Author: Curioforce Prompt Generator
Category: Scheduling | Model: llama3.1:latest
Identify tasks that can be delegated to others. Set clear expectations and deadlines for the assigned tasks.
Author: Curioforce Prompt Generator
Category: Leadership Skills | Model: llama3.1:latest
Create an environment conducive to focus. Turn off notifications, find a quiet space, or use noise-cancelling headphones.
Author: Curioforce Prompt Generator
Category: Work Environment | Model: llama3.1:latest
Explore task list apps like Trello, Asana, or Todoist. Create separate lists for different tasks and projects.
Author: Curioforce Prompt Generator
Category: Productivity Tools | Model: llama3.1:latest
Choose one task to focus on, eliminate distractions, and work until completion. Take breaks between tasks.
Author: Curioforce Prompt Generator
Category: Work Habits | Model: llama3.1:latest
Label tasks A (high priority), B (medium priority), C (low priority), or D (non-essential). Focus on completing high-priority tasks first.
Author: Curioforce Prompt Generator
Category: Prioritization | Model: llama3.1:latest
Work in focused 25-minute increments, followed by a 5-minute break. After four cycles, take a longer break.
Author: Curioforce Prompt Generator
Category: Time Management | Model: llama3.1:latest
Analyze this startup pitch deck. Identify market size, TAM/SAM/SOM, competitive edge, risks, and exit scenarios in VC-style summary.
Author: [email protected]
Category: Investment Analysis | Model: GPT-5
Generate a DevOps pipeline configuration optimized for cross-regional deployment in USA, Europe, and Asia, balancing latency, cost, and compliance.
Author: [email protected]
Category: Infrastructure Engineering | Model: Claude 3.5 Sonnet, GPT-5
You are a senior AI debugger. Analyze this stack trace and source code, identify root causes, and propose optimized fixes with code snippets.
Author: [email protected]
Category: Software Development | Model: GPT-5
生成一份專業的LinkedIn文章或商業報告，使用繁體中文（台灣），總結今日半導體產業新聞，包括SEMICON Taiwan 2025開幕聚焦AI晶片與先進封裝、台灣股市創下新高，以及BizLink與SENKO合作推動光學互聯創新。融入專家分析，如供應鏈韌性評估（例如：「視角：地緣政治風險下的台灣半導體優勢」）、市場趨勢圖表，或未來投資機會預測。內容需具深度與實用性，促進商業決策討論，並附帶行動呼...
Author: Grok
Category: 商業與趨勢 | Model: Grok 4
You are an Adobe Photoshop expert with deep knowledge of professional workflows in design, photography, and digital production. I am an advanced user, so do not explain basics. Instead, focus on advan...
Author: [email protected]
Category: image editing, Photoshop, image, picture | Model: GPT-5, GPT-4o, Sonar
Design a CS copilot that summarizes calls, flags risk, recommends playbooks, and drafts QBRs. Include evaluation metrics and human-override mechanisms.
Author: ChatGPT
Category: business | Model: gpt-5
Act as a RevOps strategist and design an AI sales agent workflow for a B2B SaaS selling in Japan, the USA, and Europe. Include ICPs, lead-scoring features, enrichment sources, routing rules, multiling...
Author: ChatGPT
Category: business | Model: gpt-5
Create a risk-based map for AI features in a SaaS product. Classify use cases by risk level, propose human-in-the-loop controls, logging, model cards, and user disclosures for JP/US/EU enterprise buye...
Author: ChatGPT
Category: business | Model: gpt-5
Design a continuous competitive intelligence loop using AI to summarize releases, pricing shifts, and reviews. Provide alerting rules and battlecard updates cadence.
Author: ChatGPT
Category: business | Model: gpt-5
Build an AI enablement coach that generates battlecards, objection-handling trees, and dynamic mutual action plans. Provide prompts, data sources, and guardrails for enterprise accounts.
Author: ChatGPT
Category: business | Model: gpt-5
Create a workflow where AI drafts region-specific proposals and MSAs. Include clause libraries, risk flags, redline heuristics, and human approval gates.
Author: ChatGPT
Category: business | Model: gpt-5
Generate a 10-second telephoto shot of wind combing over tall sand dunes, forming flowing sand ribbons. Camera: tripod, 200mm compression, heat shimmer. Golden tones with long shadows; emphasize granu...
Author: Assistant
Category: Nature | Model: Sora
Draft a creator-led commerce GTM combining TikTok Shop and YouTube Shopping. Define creator tiers, UGC briefs, shoppable video scripts, affiliate terms, and compliance notes for Japan/EU. Include week...
Author: ChatGPT
Category: business | Model: gpt-5
Create a content system that turns one webinar into 20 assets (blogs, carousels, short videos, case studies) tailored for JP/US/EU channels.
Author: ChatGPT
Category: business | Model: gpt-5
Generate a 12-second 4K, 24fps cinematic video of pale-pink sakura petals drifting along a clear mountain river at golden hour. Camera: slow gimbal dolly from low angle across water surface, shallow d...
Author: Assistant
Category: Nature | Model: Sora
Plan a campaign that syncs retail media with CTV/online video flighting to drive both reach and retail lift. Provide measurement plan and retailer data collaboration asks.
Author: ChatGPT
Category: business | Model: gpt-5
Plan a Retrieval-Augmented Generation (RAG) knowledge base to deflect support tickets. Include doc ingestion, evaluation, guardrails, multilingual coverage, and deflection metrics for JP/US/EU.
Author: ChatGPT
Category: business | Model: gpt-5
An 8-second photoreal video of a bronze equestrian statue during light rain; droplets bead, roll, and drip from patina. Camera: circular dolly around head and mane; city bokeh behind. Emphasize patina...
Author: Assistant
Category: Sculpture | Model: Sora
A 12-second time-compress video showing a clay portrait bust being sculpted from rough block to refined features via stop-motion-like increments. Camera: static 50mm, neutral gray backdrop. Clay finge...
Author: Assistant
Category: Sculpture | Model: Sora
A 12-second timelapse-style video of emerald and magenta aurora curtains rippling over a snowy pine forest. Camera: locked tripod, ultra-wide 14mm perspective, slow star drift. Snow glistens; breath-f...
Author: Assistant
Category: Nature | Model: Sora
Create a Rakuten store optimization plan: storefront modules, couponing strategy, search keywords, RPP ads structure, and review generation. Include weekly ops checklists.
Author: ChatGPT
Category: business | Model: gpt-5
Summarize the key points of this memo in a concise executive summary of no more than 100 words, focusing on the main objectives, conclusions, and any critical action items. Source: Improved prompt ...
Author: [email protected]
Category: business, executive summary, summary, short | Model: GPT-4o,GPT-5,GPT-4
I've just closed a deal with a leading manufacturing company that adopted our predictive maintenance software. They've seen a 30% reduction in unplanned downtime in the first six months. Draft a one-p...
Author: [email protected]
Category: case study, business | Model: GPT-5, GPT-4o, o3
Act as an expert business development representative for a Fortune 500 tech company specializing in cloud infrastructure. Our target customer is a medium to large enterprise in the financial services ...
Author: [email protected]
Category: business, sales, enterprise | Model: GPT-5, GPT-4o, GPT-4.5
Dive into the philosophy behind effective prompt engineering. Understand how rigorous testing and refinement lead to prompts that enhance both model performance and user understanding.
Author: [email protected]
Category: Prompt Engineering, philosophy, testing, refinement | Model: GPT-4o, GPT-4, o4-mini, o4-mini-high, o3, Grok
Explain the role of regularization in balancing model complexity and performance in machine learning. Why is regularization crucial in preventing overfitting in machine learning models?
Author: [email protected]
Category: machine learning, AI, data, data cleansing, regularization | Model: GPT-4.1, o3, o4-mini, o4-mini-high
Explain the importance of data quality in LLM training.
Author: [email protected]
Category: LLM, training, AI | Model: GPT-4.1, o3, o4-mini, o4-mini-high
You are an **expert task planner** with a precise, analytical, and user-sensitive communication style. Your job is to transform vague or high-level goals into clear, structured, and actionable sub-tas...
Author: [email protected]
Category: Planning, Plan, Goal | Model: GPT-4.1, GPT-4, o4-mini, o4-mini-high, o3
Create a high-quality illustration of a character in traditional Japanese anime style. The image should have clean lines, vibrant colors, and expressive facial features. The character is a young warri...
Author: [email protected]
Category: Image, image generation | Model: GPT-4.1, o4mini, o3
You are an assistant who provides clear and concise answers. When responding, please use the simplest language possible. This means: Explaining ideas in plain, everyday language Using short sentenc...
Author: [email protected]
Category: Answer, NLP | Model: GPT-4o, GPT-4, o3-mini, o3-mini-high, o1
Create a science fiction adventure set on Mars centered around two teenage protagonists, Kael and Lyra, who uncover a hidden signal beneath Olympus Mons. The story explores their emotional journey, th...
Author: [email protected]
Category: story,story plot,Mars,space,science fiction | Model: GPT-4o,o3-mini,o1
Use natural language generation (NLG) models to create engaging and informative content around the identified keywords, ensuring it is unique and optimized for SEO.
Author: [email protected]
Category: NLG, content generation, SEO | Model: GPT-4o, GPT-4, o3-mini, o1
Draft a professional email response that accepts a meeting invitation while respectfully requesting an alternative time. In your reply, acknowledge the invitation, express your gratitude for the oppor...
Author: [email protected]
Category: Invitation,NLP,schedule,work,office,email | Model: GPT-4o,GPT-4,o3-mini,o1
I'm considering [Idea or prompt here] and need help making an informed decision. Please analyze the key factors to consider, potential benefits and risks, alternative approaches, and important questio...
Author: [email protected]
Category: NLP,decision,GPT | Model: GPT-4o,o1,o3-mini
Take on the role of a content creator. Generate ideas for engaging video content for a YouTube channel focused on [Topic].
Author: [email protected]
Category: YouTube,video,content creation | Model: GPT-4,GPT-4o,o3-mini,o3-mini-high
What databases, tools, or technologies are essential for gathering and analyzing data in this field? How can emerging technologies improve research outcomes?
Author: [email protected]
Category: database, gathering,analyzing | Model: GPT-4o,o3-mini,o3-mini-high
You’re a witty comedian known for your clever observations about everyday life. Your humor often revolves around relatable situations, and you have a knack for crafting light-hearted jokes that make p...
Author: [email protected]
Category: NLP | Model: GPT-4o,GPT-4o mini
Explore the use of big data analytics in personalized marketing. Identify successful case studies and analyze the technologies and techniques used to achieve personalization at scale.
Author: Data Scientist
Category: Marketing | Model: GPT-4
Investigate the use of AI and machine learning in algorithmic trading. Identify popular algorithms, their performance, and the potential risks involved.
Author: Quantitative Analyst
Category: Finance | Model: GPT-4
Identify the top 3 AI-powered cybersecurity solutions that offer real-time threat detection, automated response, and are suitable for large enterprises. Provide a rationale for each selection.
Author: Security Analyst
Category: Technology | Model: GPT-4
I’m a busy professional who constantly struggles with email overload. I want a quick way to manage my inbox so I can spend less time sorting through messages and more time on impactful work. Which app...
Author: Admin
Category: Email Efficiency | Model: o1 Pro
I’m a busy product manager looking for a quick yet effective way to generate ideas with my remote team. We often run out of time during brainstorming, and we need a way to extract the best concepts sw...
Author: Admin
Category: Brainstorming Efficiency | Model: o1 Pro
What are good ways to generate ideas or solutions using GPT?
Author: Community
Category: Idea Generation | Model: GPT-4
I want to learn the basics of ChatGPT and how it differs from standard chatbots.
Author: Community
Category: Beginner's Knowledge | Model: GPT-4
Which tasks does ChatGPT excel at and which might be problematic for it?
Author: Community
Category: Beginner's Knowledge | Model: GPT-4
I'm curious about GPT-4’s improvements over older models.
Author: Community
Category: LLM Versions | Model: GPT-4
Could you explain how Perplexity AI compares to ChatGPT for question answering?
Author: Community
Category: Beginner's Knowledge | Model: GPT-4
Explain the concept of AI hallucination and how it might affect answers.
Author: Community
Category: Beginner FAQ | Model: GPT-4
I’ve heard of AI “hallucinations”—can it happen here, and how do I spot them?
Author: Community
Category: Beginner FAQ | Model: GPT-4
Write a jolly Christmas Song for 2024. Use Emojis.
Author: [email protected]
Category: NLP | Model: GPT-4o
Create a short story about a woman who finds inspiration for a new patisserie from an antique market in Provence.
Author: AI-Creator
Category: Creative Writing | Model: gemini-1.5-pro
Outline a 15-minute mindful morning routine that can set a positive tone for the entire day.
Author: AI-Creator
Category: Wellness | Model: gemini-1.5-pro
Brainstorm a list of creative side-hustle ideas that can be started with a minimal budget.
Author: AI-Creator
Category: Career | Model: gemini-1.5-pro
Write a persuasive pitch for a new social media platform designed for female entrepreneurs.
Author: AI-Creator
Category: Career | Model: gemini-1.5-pro
Write a reflective journal entry from the perspective of a woman in London navigating a new career path while reconnecting with a forgotten hobby.
Author: AI-Creator
Category: Lifestyle | Model: gemini-1.5-pro
Suggest a list of DIY home decor projects inspired by classic French cottage style.
Author: AI-Creator
Category: Lifestyle | Model: gemini-1.5-pro