Showing results for "requirements"
Draft a comprehensive governance blueprint for AI deployment that minimizes inequality and job displacement while promoting responsible innovation. Include requirements for transparent algorithms, imp...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Create a framework for evaluating how silicon photonics technologies move from laboratory prototypes to scalable commercial products across high-bandwidth applications; identify the critical stages, r...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Perform a cross-jurisdictional analysis of platform governance frameworks that regulate content, data handling, and user safety. Identify core requirements, compliance challenges, and unintended conse...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Compare how settlements or regulatory actions aimed at reducing youth exposure to social media influence platform design, safety mechanisms, privacy protections, and content governance. Evaluate how s...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for evaluating how traceability requirements, relabeling practices, and compliance enforcement affect supplier accountability, risk management, and cost structures across electroni...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Construct a decision framework for research funding and product development choosing between physics-informed AI and broad language-based models. Include criteria for task specificity, data availabili...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Draft a comprehensive regulatory framework for responsible AI deployment across sectors. Address data governance, consent mechanisms, safety-by-design requirements, transparency and explainability nor...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Compare regulatory frameworks for unmanned aerial systems and autonomous devices across sectors, focusing on safety standards, privacy protections, data governance, and enforcement mechanisms. Propose...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess how a central bank's move to curb high-cost lending interacts with rising loan arrears, considering macroprudential tools, risk-based capital requirements, and borrower support. Propose a stage...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Propose a blueprint for deploying continuous AI-enabled public service assistants for tax, welfare, and safety programs, focusing on accessibility, trust, accountability, and privacy. Compare possible...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how ongoing development of humanoid AI and robotics systems, integrated across hardware, software, and cloud capabilities, could transform labor demand, skill requirements, and social protecti...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop a cross-national analysis of how sensor networks, AI-driven crop management, and robotics can alleviate farming labor shortages. Evaluate economic and social trade-offs, outline adoption pathw...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a comparative framework for evaluating AI training data disclosure and provenance policies. Include components such as transparency requirements, accountable data stewardship, and effects on co...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a multi-criteria framework to evaluate regulatory requirements for in-vehicle monitoring technologies, comparing enforcement models, compliance costs, and potential unintended consequences rela...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a product-development blueprint for a compact electric vehicle intended for dense urban environments. Outline required range, battery architecture, safety features, cost constraints, and regula...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the challenges of turning quantum computing from laboratory experiments into market-ready cloud services, including business models (across industries), talent pipelines, standards, and policy...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how climate-driven changes in Arctic conditions could enable year-round maritime shipping, focusing on the feasibility, required ice-strengthened infrastructure, port adaptations, environmenta...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Create a policy-and-industry toolkit for navigating regulatory scrutiny of resource projects with foreign investment considerations. Include risk assessment frameworks, timelines, diplomacy levers, tr...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Draft a comprehensive policy blueprint for a national AI initiative designed to accelerate scientific discovery and economic competitiveness. Define strategic objectives, governance structures (stakeh...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a governance framework that requires AI firms to disclose training data provenance, licensing, and usage, balancing innovation with accountability. Include definitions of training data, roles o...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess how algorithmic decision tools influence eligibility, access, and resource allocation in care settings. Compare transparency requirements, human oversight, redress mechanisms, and performance m...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Survey a portfolio of technology-assisted healthcare interventions (noninvasive neuromodulation devices, AI-based therapies, rehabilitation programs). Compare regulatory requirements, cost-effectivene...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Conduct a comprehensive study on the design, economics, and policy frameworks required to deploy microgrids that enhance resilience, integrate renewables, and support critical services during outages....
Author: Curioprompt
Category: Energy | Model: gpt-5-nano
Explore how the detection and study of rare isotopes advance fundamental physics and enable innovations in materials science, medicine, and energy research; discuss required research infrastructure, i...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Examine how residency policy design influences social integration, labor participation, and governance in a country facing an aging native population and diverse immigrant communities. Describe policy...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Compare regulatory pathways, evidence requirements, pricing and reimbursement dynamics, and market-entry timelines for novel medical devices; propose policy levers to accelerate safe innovation, ensur...
Author: Curioprompt
Category: Health | Model: gpt-5-nano
Analyze how judiciary actions interface with executive policy initiatives, including court orders that block or delay projects or require constitutional interpretation. Compare these dynamics across p...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze regulatory options for wearable augmented reality devices deployed in public and semi-public spaces. Identify core policy levers (privacy rules, data minimization, retention, consent, transpar...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Compare regulatory approaches to foreign influence in democratic processes, analyzing disclosure requirements, registration regimes, enforcement challenges, and the trade-offs between safeguarding ele...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Evaluate the deployment of wearable AI devices in delivery and logistics: how real-time decision support, computer vision, and sensor data alter work practices, safety considerations, skill requiremen...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a stakeholder-centered framework for addressing civil liability in unauthorized AI voice replication. Define what counts as 'inappropriate use', identify responsible parties (creators, platform...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a governance model for deploying AI in high-stakes administrative processes, detailing decision rights, transparency, human-in-the-loop requirements, privacy protections, auditability, and mec...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Develop a regulatory framework for AI-powered medical software that anchors on patient safety, clinical validation, and post-market monitoring. Define risk tiers, evidence requirements, data governanc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a governance framework for coordinating safety standards, incident response, and accountability across AI platforms, startups, and incumbents. Include risk assessment processes, transparency req...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a resilient food-safety governance framework that integrates risk assessment, laboratory testing standards, traceability, incident communication, and public trust measures. Outline roles for go...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
You are an economist/policy analyst. Develop a decision framework for evaluating immigration policy in a developed economy with aging demographics. Cover workforce demand, sectoral exposure, integrati...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Create a comparative policy analysis of crypto regulation across major jurisdictions, focusing on taxation, reporting requirements, enforcement mechanisms, consumer protection, and cross-border cooper...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop a strategic blueprint for a national program to create core electric-vehicle technology domestically. Include objectives, required ecosystem (R&D hubs, supplier networks, standards, training),...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how a country’s immigration pathways and permanent-residency rules influence labor-market stability, aging demographics, social cohesion, and public services over the long run. Compare instrum...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Imagine a dominant mobile platform is required to open its system so competing AI assistants can run on it. Analyze the likely effects on innovation, user choice, developer incentives, privacy, and pl...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the ingredients required for a country to develop a credible space-launch ecosystem, including private firms, public funding, testing infrastructure, regulation, talent pipelines, and export m...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate different models for online content blocking and intermediary governance, including judicial oversight, executive discretion, transparency requirements, appeals processes, and platform obliga...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the privacy challenges created by wearable devices with cameras, microphones, or always-on sensing features. Explain why existing privacy laws often struggle to address bystanders, workplace u...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Map the full infrastructure stack required to scale artificial intelligence in a country or region. Analyze the trade-offs among energy demand, grid capacity, land use, cooling, semiconductor supply, ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate how policymakers should regulate fast-evolving technology sectors such as crypto firms, stablecoins, AI tools, and dual-use hardware. Discuss the core design questions: licensing, capital req...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze why organizations and sectors can adopt digital tools faster than they build the strategy, governance, and skills needed to use them well. Use examples from banking, government networks, healt...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Build an analysis of how societies should govern emerging technologies such as AI, engineered microorganisms, vaccines, and medical diagnostics. What kinds of regulation speed innovation without weake...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
You are advising a government deciding how to accelerate electric vehicle adoption while also building domestic industry. Map the tradeoffs between import incentives, local assembly requirements, cons...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Designing a pension system for an aging society requires balancing adequacy, fairness, incentives, and fiscal sustainability. Explain the main models for retirement provision—pay-as-you-go, funded acc...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Examine how AI is being applied to industrial monitoring and failure detection in environments where leaks, outages, or defects can be costly and dangerous. Compare the technical requirements, data ch...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Assess the promise and limits of automation in labor-intensive, high-stakes settings such as defense, logistics, disaster response, or healthcare. Which tasks are good candidates for robots and drones...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A government is trying to respond to harmful but popular products and risky behaviors through tighter rules, testing, and penalties. Use this as a framework to compare different regulatory tools: taxa...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the gap between impressive robot demos and real-world general intelligence. Why do robots often perform well in controlled environments but fail when tasks require coordination, improvisation,...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A vaccine that dramatically reduces the risk of a deadly cancer shows the power of prevention over treatment. Use this as a lens to examine why some preventive interventions spread widely while others...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Design a policy analysis for a society facing overlapping pressures: low fertility, caregiver shortages, teacher burnout, migrant labor dependency, and rising urban heat. Which interventions are most ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
You are advising a government on how to regulate AI chatbots and other generative systems. Design a policy framework that reduces harm without stifling beneficial uses. Address privacy, misinformation...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are advising a government on how to regulate AI chatbots and other generative systems. Design a policy framework that reduces harm without stifling beneficial uses. Address privacy, misinformation...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Develop a framework for regulating AI use in public institutions and law enforcement. What should be tightly controlled, what should require human oversight, and what can be left to agencies or market...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Develop a framework for regulating crypto assets that aims to promote responsible innovation while protecting investors and financial stability. Compare design choices such as licensing, capital requi...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze the dynamics of pricing competition within large-scale digital marketplaces. Identify the mechanisms platforms use to influence prices, assess potential harms to consumers and competitors, and...
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
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
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 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 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 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 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 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 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 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
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 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 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 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 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 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 '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
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 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 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
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
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 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 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
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 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
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 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 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
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
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
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 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
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
Design a compliance copilot that collects evidence, maps controls, and produces audit-ready reports. Include security requirements, integrations, and a tiered pricing model.
Author: Assistant
Category: future-monetization | 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
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
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
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
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 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
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
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
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 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
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
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 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 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 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 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 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
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 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
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
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 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 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
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 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
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
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
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 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
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
Design hallucination controls: enforce evidence-only summarization, require citations for key claims, and label uncertainty. Include prompts and automated checks (linting).
Author: Assistant
Category: research-bot | 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
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 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
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
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
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
Design caching: query result caches, page caches, and embedding caches. Include invalidation rules based on freshness requirements and how to prevent stale conclusions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
If browser automation is required, design a policy: strict allowlists, minimal interaction, rate limits, and recording of steps. Include risk assessment and a user-facing disclaimer template.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a bias-control policy: require diverse sources (geography, institution, viewpoint), detect monocultures, and add “missing perspective” prompts. Include reporting in outputs.
Author: Assistant
Category: research-bot | 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
Outline viable business models for metaverse projects: subscription, cosmetics/UGC, tickets, brand activations, and services. Include pros/cons, required capabilities, and KPI targets.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Help me choose metaverse platforms based on goals (social, creation, events, commerce, education). Provide a comparison rubric: device requirements, community norms, safety tools, and creator monetiza...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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
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
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 high-level welding risk review for vehicle parts: load path, heat-affected zone, material compatibility, distortion, inspection, and when certified fabrication is required.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create policy profiles for user tiers: consumer, enterprise, regulated. Include stricter tool permissions, logging requirements, and human approval gates by tier.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Write a verification policy: when two independent confirmations are required, what counts as independent, and what exceptions exist (official statements, live pressers). Provide a documentation templa...
Author: Assistant
Category: verification | Model: gpt-4o
Create a checklist to avoid name/ID issues: middle names, diacritics, passport changes, and local rail/bus ID requirements. Include a quick ‘before purchase’ verification step.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Create an ADAS calibration awareness checklist: camera/radar sensor placement, windshield replacement, alignment impact, ride height changes, and when specialist calibration is required.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Write a safety case template: intended use, hazards, mitigations, tests, monitoring, and rollback. Include what evidence is required to ship the capability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Define a coverage plan: functional coverage points, cross coverage, corner-case scenarios, and coverage closure strategy. Provide a template that ties coverage to requirements.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create an engine misfire diagnostic tree: ignition, fuel, compression, vacuum leaks, sensors, wiring, ECU data, and mechanical timing. Include test order and evidence required before replacing parts.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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
Design an internal comms protocol for teams during emergencies: single source of truth, update frequency, verification requirements, and escalation paths.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Given target throughput, latency, power, area, and interfaces, produce a trade study that maps requirements to candidate microarchitectures (pipeline vs iterative, SIMD vs systolic, cache vs scratchpa...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a high-level safety-oriented service plan for EV/hybrid work: high-voltage awareness, isolation procedures to verify from manufacturer info, PPE considerations, and jobs that require certified ...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a border complexity map for my itinerary: visa requirements to verify, transit rules, passport validity, proof-of-onward-travel risks, and buffer recommendations. Keep it general and remind me ...
Author: Assistant
Category: world-travel-planning | 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
Explain reservation rules: mandatory reservations, optional reservations, seat assignments, and supplements. Provide a checklist to avoid being stuck with ‘no seat’ surprises.
Author: Assistant
Category: smart-ticketing | 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
Teach prompting patterns that require citations and counter-claims. Provide rubric and examples on scientific topics.
Author: Assistant
Category: evidence-first-LLM-skills | Model: gpt-4o
Roll out APQP-lite with Franca suppliers. Define control plans, PFMEA, and sample submission requirements. Add a supplier scorecard and escalation rules.
Author: Assistant
Category: supplier-quality-management | Model: gpt-4o
Create reusable templates: 1-page brief, deep dive, executive summary. Define required sections (claims,evidence,risks,unknowns) and auto-fill rules from the pipeline.
Author: Assistant
Category: reporting-templates | Model: gpt-4o
Model ground operations for a commuter aircraft: charging/refuel, pax flow, baggage, and maintenance windows. Design GSE requirements and a 15-minute turnaround target plan.
Author: Assistant
Category: operations-engineering | 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
Define surfacing requirements for a premium sedan: target Cd/CdA, front area, grille shutters, diffusers, wheel aero, and sealing. Provide CFD checkpoints and a clay-to-CAD workflow.
Author: Assistant
Category: exterior-design-aero | Model: gpt-4o
Analyze competitors’ hiring posts, release notes, and changelogs. Infer next 3 quarters of bets, required infra, and partner dependencies. Output a timeline with confidence levels.
Author: Assistant
Category: signal-intelligence | Model: GPT-5.1
You are a verticals lead. Create 3 mini playbooks for healthcare, fintech, and manufacturing expos: regulatory notes, buyer personas, proof requirements, and case studies to emphasize.
Author: Assistant
Category: trade-show | 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
You are a quality engineer. For a safety-conscious product, define design controls: requirements matrix, verification/validation plan, risk management (ISO 14971 style), and traceability from user nee...
Author: tsubasa
Category: mechanical | Model: gpt-4o
You are a cross-functional lead. Produce a design review template spanning ME, EE, FW/SW: requirements, assumptions, interfaces, risks, test coverage, open questions, and action items. Include a scori...
Author: tsubasa
Category: engineering | Model: gpt-4o
Design a step-by-step growth-hack strategy for launching a mobile app in China using WeChat and regional mini-programs. Include a viral referral loop, incentives, required integrations (WeChat SDK, pa...
Author: Assistant
Category: growth-hack | Model: gpt-4
Draft a risk-based KYC/AML onboarding flow for London targeting MiFID II research unbundling policy and tracking. Include PEP/sanctions screening, documentary requirements, and EDD triggers. Return a ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft a risk-based KYC/AML onboarding flow for New York targeting private credit term sheet comparison. Include PEP/sanctions screening, documentary requirements, and EDD triggers. Return a swimlane d...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Translate the prompt’s requirements into a lightweight program skeleton with function signatures, I/O types, and edge cases. Provide implementations for input parsing and output validation. Language-a...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
Prepare a chemical storage and transfer checklist suitable for petrochemical-adjacent sites in Lanzhou. Sections: inventory register, segregation, secondary containment sizing rule-of-thumb, spill kit...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Identify 12 museum/library exteriors in Dubrovnik & Dalmatian Coast, Croatia ideal for lines and scale. No ticket required. Add façade best time and pedestrian flow.
Author: Inspire Search Corp.
Category: Travel Photography (Europe) | Model: gpt-5-thinking
Create 15 LinkedIn posts that deliver the full value in‑feed (no link required): data story, checklist, mini case, counterintuitive lesson. Add CTA variants that earn follows and saves.
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
Write UGC creator briefs for 4 formats: product demo, before/after, testimonial, myth-busting. Include: narrative beats, hook lines, required shots, legal disclosures, deliverables, raw footage handof...
Author: Inspire Search Corp.
Category: Creator | Model: gpt-5-thinking
Produce a 6‑week launch plan: teaser phase, announce week, social proof week, and ongoing tutorials. Outline posts per platform, required assets, and CTAs for waitlist/demo.
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
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
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
Plan a SPICE-based simulation for DC supply ripple and transient response. Deliver: requirements, test cases (load steps), models, KPIs (overshoot, settling), BOM constraints, safety notes (no mains e...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
For {{case_or_filing}}, list all filing/response deadlines within next 7d and any changes in past 24h. Include court orders, docket updates, required docs, owners. Provide a checklist.
Author: Tsubasa Kato
Category: Legal | Model: gpt-5
Design a lightweight MMM combined with geo-experiments to validate channel incrementality. Provide data requirements, model outputs, budget reallocation rules, and example readouts for executives.
Author: ChatGPT
Category: business | Model: gpt-5
Story Development Prompt: The Techno-Wizard's Rebellion Narrative Focus: Craft a compelling narrative exploring Yara Wexley's transformative journey from privileged techno-wizard heir to revolutio...
Author: [email protected]
Category: prompt, improved prompt demo, sci-fi | Model: Claude 3.5 Haiku, GPT-4o, o3, o4-mini, o4-mini-high
