Showing results for "research integrity"
Create a strategic analysis of how a technology ecosystem can move from strength in hardware and supercomputing toward leadership in AI, drones, and trusted digital infrastructure. What matters more f...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate how digital campaigning changes when misinformation, impersonation, and smear tactics spread faster than regulators can respond. Explain the strongest ways to protect electoral integrity with...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Investigate how scientific ecosystems can become vulnerable to fake patents, weak verification, and incentive structures that reward quantity over quality. Propose reforms for universities, journals, ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Imagine you are designing a long-term strategy to improve a country's university system. What structural factors most influence academic reputation, research output, industry collaboration, internatio...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Design a strategy for converting cultural and scientific heritage into structured national data assets. Use the example of food composition tables, archival knowledge, or local ecological records to e...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Break down how an early-stage company can build an AI product that wins in a cautious, high-stakes market such as finance or health care. Examine product positioning, workflow integration, data advant...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how governments use large space-related contracts to build domestic capability. Focus on how a public satellite program can influence research investment, industrial clusters, export potential...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze what happens when social media trends, remix culture, and youth entertainment formats enter traditional school celebrations and community rituals. Discuss the benefits for engagement and inclu...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Build a framework for evaluating how participation in a trade agreement can protect or expose an economy. Discuss how upcoming reviews, new member accessions, and shifting geopolitical tensions can ch...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A technologically advanced economy wants to stay competitive by investing in AI, advanced chips, research universities, and private computing infrastructure. Map the full innovation ecosystem needed t...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how companies and research institutions can use global conferences, trade shows, and overseas offices to build partnerships, attract customers, and enter new markets. Compare the strategic val...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explore how a country builds durable technological capability through universities, research publications, graduate training, and industry-linked talent pipelines. Use examples from robotics, semicond...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Using the example of a long-developed medical breakthrough, examine why promising treatments often take years to move from laboratory success to real-world impact. Discuss the roles of regulation, cli...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A country is being criticized for paying less than other wealthy markets for prescription drugs. Analyze the trade-offs behind aggressive price negotiation for medicines: Who benefits, who loses, and ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Many countries and regions want to reduce dependence on dominant foreign AI companies and build their own competitive AI ecosystem. Analyze the ingredients needed to close that gap: compute, talent, c...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Act as a research strategist asked to identify where AI can most improve scientific discovery and medical practice in a middle-income country. Map the best opportunities across disease detection, drug...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Map the pathway from basic research to national competitiveness in fields such as AI, chips, and biomedical science. How do universities, public research institutes, private firms, and awards influenc...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Compare how countries and companies build long-term advantage in foundational technologies such as next-generation memory, AI substrates, and energy-efficient data-center systems. Why do incremental b...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Map the full stack of an AI industry ecosystem, from advanced semiconductors and substrates to cloud infrastructure, data centers, model partnerships, security alliances, and university research. What...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how election administrators can prevent and respond to breakdowns such as ballot shortages, logistics errors, and contested procedures. What governance safeguards, auditing practices, staffing...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Design a strategy for turning exceptional student performance in mathematics and physics into a durable national talent pipeline. Consider early identification, teacher development, competitive traini...
Author: Curioprompt
Category: Education | Model: gpt-5.4-mini
Analyze how a major observatory and research center can become more than a telescope site. Discuss how astronomy infrastructure can support education, tourism, scientific publishing, international col...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how a country or region can build globally competitive artificial intelligence companies when it starts behind established leaders. Compare strategies such as public funding, access to compute...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate the prospects for replacing chemical pesticides with biological control methods such as sterile insects, natural predators, or other targeted interventions. Explain the scientific, logistical...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A society depends on international labor, yet also wants newcomers to feel rooted, protected, and productive. Analyze what makes integration work in practice: housing, labor rights, language access, s...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
A country is trying to turn strong science institutions, prize-winning research, and improved university rankings into a more powerful innovation engine. Evaluate the ingredients of a high-performing ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Countries often use cultural and scientific institutions abroad to build trust, shape narratives, and open networks for trade, education, and research. Design a strategy for using international book f...
Author: Curioprompt
Category: Culture | 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
Evaluate the path from stem-cell research to practical therapies using the example of heart regeneration. What technical hurdles, delivery methods, regulatory constraints, manufacturing challenges, an...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
You are an expert science writer and systems thinker. Explain how discoveries on the deep-ocean floor can reveal long-term carbon storage, ancient ecosystems, and geological processes that are otherwi...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
You are an expert science writer and systems thinker. Explain how discoveries on the deep-ocean floor can reveal long-term carbon storage, ancient ecosystems, and geological processes that are otherwi...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore how basic science and extreme-environment research can produce unexpected benefits for medicine, technology, and industry. Use examples such as ancient DNA recovered from frozen material, spac...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore how basic science and extreme-environment research can produce unexpected benefits for medicine, technology, and industry. Use examples such as ancient DNA recovered from frozen material, spac...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Evaluate how institutions should respond when generative AI becomes widespread among students and professionals. Discuss academic integrity, assessment design, disclosure rules, digital literacy, and ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explain how a region can use a constellation of small satellites to improve environmental monitoring, emergency response, and infrastructure planning. Compare the advantages and limitations of small s...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the strategic and financial considerations in cross-border acquisitions within technology sectors, focusing on how buyers integrate assets, optimize procurement networks, and manage post-merge...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Evaluate models for building a national semiconductor ecosystem through dedicated industrial parks, focusing on geography, incentives, supplier networks, workforce development, and resilience to geopo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Map AI governance landscapes across research, industry, and policy, treating trust as a central constraint. Analyze risks such as safety, privacy, bias, and accountability, compare models from volunta...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the essential stages, stakeholders, and decision points involved in turning a novel stem cell therapy from preclinical research into a clinically approved treatment. Examine regulatory hurdles...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
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
Evaluate how large-scale immigration and cultural exchange influence labor market dynamics, public sentiment, and the national image abroad. Develop policy options to balance welcoming programs with i...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Design a regional framework to develop and integrate non-dominant supply chains for critical minerals, focusing on exploration, refining, recycling, and logistics. Include policy incentives, internati...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Propose a national conservation framework that coordinates habitat protection, species monitoring, community livelihoods, and scientific research to safeguard endemic fauna and flora. Include criteria...
Author: Curioprompt
Category: Science | 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
Evaluate the ethical, biosafety, and regulatory dimensions of xenotransplantation (animal-to-human organ transplants). Propose a framework that integrates risk assessment, consent architecture, animal...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Develop a blueprint for evaluating and deploying autonomous transit in urban settings: technical readiness, safety standards, public acceptance, impact on jobs, and integration with existing infrastru...
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
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
Analyze how electoral administration, ballot design and counting processes, and evidence handling shape public confidence in elections. Develop a cross-country benchmark that assesses transparency, ac...
Author: Curioprompt
Category: Society | 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
Create a national strategy that integrates archaeological preservation, biodiversity protection, and climate adaptation into development planning, education, and sustainable tourism, with governance a...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design scenario-based strategies for crafting, evaluating, and coordinating national talent attraction programs to boost innovation capacity while ensuring effective social integration, education alig...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how maintenance dependencies in long-term, multinational space habitats influence decision-making, risk sharing, and governance of critical infrastructure. Consider crew rotation, module integ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how mega-science installations and international research partnerships influence a nation's long-term innovation trajectory, funding models, talent pipelines, technology transfer, and diplomat...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
From a policy design perspective, examine how centralized care services can redistribute labor across households and formal workers, including funding models, workforce training, wage standards, and c...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze the role of national supercomputing infrastructure in advancing homegrown research, defining governance of intellectual property, and building resilience against external dependencies; compare...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Construct a governance framework for evaluating transformative biomedical advances such as vaccines, gene editing, and organ replacement technologies. Emphasize risk communication, ethical review, equ...
Author: Curioprompt
Category: Science | 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
Create a blueprint for resilient, specialized health units within a national health system. Include governance, staffing, supply chains, surge capacity, integration of research with patient care, and ...
Author: Curioprompt
Category: Health | 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 decision and evaluation framework to assess the long-term economic and political effects of major cross-border infrastructure projects. Your framework should consider lifecycle costs, regiona...
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
Examine governance mechanisms in higher education for responding to misconduct allegations, including reporting channels, independent investigations, transparency, and sanctions. Compare international...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Assess how rising temperatures and changing rainfall affect urban and rural exposure to heat-related illness, water availability, and critical infrastructure resilience. Compare adaptation strategies ...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Craft a research plan for assessing how unpublished archival materials from a foundational creator alter scholarly narratives, licensing, and educational use. Discuss authentication, provenance, licen...
Author: CurioPrompt
Category: Culture | Model: gpt-5-nano
Develop a framework to study how making a country a destination for international weddings affects the local economy, service industries, and social norms. Identify regulatory challenges (marriage law...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Analyze how public LGBTQ visibility events can influence long-term policy direction, social attitudes, and corporate inclusion in a modern democracy. Compare at least two other democracies to identify...
Author: CurioPrompt
Category: Society | 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
Analyze how inbound tourism, cross-cultural marriage tourism, and related regulatory policies influence local economies, labor markets, and social integration. Compare policy design options that maxim...
Author: CurioPrompt
Category: Culture | 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
Create a multi-indicator framework that interprets rising global conflict indicators by integrating historical patterns, current data, and plausible triggers; translate the framework into scenario pla...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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 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 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 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 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 '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, 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 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, 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 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 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
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 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
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 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 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 an ethical B2B sales automation product: account research, personalized outreach drafts, CRM updates, and compliance. Include strict anti-spam constraints.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a customer support system that optimizes for real resolution: knowledge base, tool integrations, escalation, and post-resolution learning. Include pricing for SMEs vs enterprise.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a playbook for building partnership moats: platform integrations, revenue share deals, certification programs, and co-marketing. Include negotiation scripts and KPIs.
Author: Assistant
Category: future-monetization | 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
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 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
Create a pipeline that helps teams move from research to patent drafts ethically: novelty checks, claim brainstorming, prior art summaries, and attorney collaboration prompts.
Author: Assistant
Category: future-monetization | 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 logistics optimization product: routing, forecasting, and exception handling. Include integration plan with existing systems and pricing tied to savings.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an enterprise knowledge OS: ingestion, dedupe, governance, and verified answers with citations. Include integration plan, security model, and pricing.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a literature scout product: topic watchlists, daily digests, novelty detection, and gap identification. Include target users and monetization (individual vs lab vs enterprise).
Author: Assistant
Category: future-monetization | 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 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
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
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 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 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 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
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
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
Explain defensibility strategies when code and design are cheap: distribution, data rights, integrations, brand trust, regulatory advantage, and physical-world constraints. Provide examples.
Author: Assistant
Category: future-monetization | 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
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
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
Draft a safety policy for the research bot: sensitive topics, privacy boundaries, defamation risk, and when to ask the user for confirmation. Include a user-facing explanation style.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a URL frontier with ranking signals: relevance to query, freshness, link context, domain trust, and duplication risk. Include pseudocode-level description and metrics.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design storage: raw HTML, cleaned text, metadata, embeddings, and caches. Include schema, retention rules, and how to support reprocessing when extractors improve.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Draft a policy for paywalled/restricted content: detect paywalls, avoid bypass, rely on accessible sources, and suggest user-provided excerpts when needed. Include user messaging guidelines.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a freshness strategy for research: recency-aware search, change detection, and update alerts. Include how to present “as of” dates and avoid outdated claims.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design evaluation metrics: search precision/recall, source diversity, citation correctness, and user satisfaction. Include how to create labeled datasets and measure improvements.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Draft a compliance-first plan: robots.txt handling, site terms, user-agent identification, rate limiting, and respectful crawling. Include an ethics checklist and escalation rules.
Author: Assistant
Category: research-bot | 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 deduplication: canonical URL normalization, redirect resolution, content hashing, and near-duplicate clustering. Include evaluation metrics for dedupe accuracy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a QA workflow: sample-based review, check citations, verify key claims, and approve final briefs. Include reviewer guidelines and a severity rubric.
Author: Assistant
Category: research-bot | 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
Plan a resilient fetching layer: retries, exponential backoff, timeouts, caching, and content-type handling. Include how to avoid hammering sites and manage 429/503 responses.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a query planning module that expands a user question into search operators, sub-queries, and entity lists. Include multilingual support and query diversification strategies.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a multi-agent approach: planner creates sub-queries, retriever collects sources, reader extracts claims, writer synthesizes. Include handoff artifacts and consensus checks.
Author: Assistant
Category: research-bot | 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
Create a unified rate limit manager: per-provider quotas, burst control, adaptive throttling, and retry policies. Include how to schedule jobs to maximize throughput within limits.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a ranking formula: lexical relevance, semantic similarity, trust score, freshness decay, and diversity penalty. Include how to tune weights and validate offline/online.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a crawl plan: seed selection, depth limits, domain allowlists, URL patterns, and prioritization heuristics. Include a method to estimate crawl cost and coverage.
Author: Assistant
Category: research-bot | 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 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
Design a claim extraction step: identify factual assertions, attach supporting evidence, and flag unsupported claims. Include scoring for evidence strength and contradictions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a content extraction module: boilerplate removal, main-content detection, metadata extraction (title/author/date), and language detection. Include fallback strategies for messy pages.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create three output modes: executive brief (short), analyst memo (deep), and student explainer (teaching). Include structure, tone, and citation density rules for each.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design content versioning: snapshots, change logs, and references to “as of” dates for citations. Include retention and storage cost considerations.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design incremental crawling: store ETags/Last-Modified, compute diffs, and update indexes incrementally. Include pitfalls and how to handle missing headers.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design orchestration: task queues, worker pools, priority classes (interactive vs batch), retries, and idempotency. Include a simple architecture for cloud deployment.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a sanitization pipeline for retrieved content: strip instructions, isolate quotes, and prevent tool-use hijacks. Include adversarial test cases and regression suite.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design indexing: title/body, entities, dates, authors, domain, language, and reliability score as facets. Include query patterns and how to support analyst workflows.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design domain packs: specialized source allowlists, stricter citation rules, and domain-specific extraction (e.g., trials, filings). Include how to swap packs safely.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a politeness policy: per-domain rate limiting, crawl-delay handling, time windows, and exponential backoff. Include instrumentation to prove compliance.
Author: Assistant
Category: research-bot | 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
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
Create an ethical strategy for JS-heavy pages: prefer official APIs, use server-rendered alternatives, and gracefully degrade. Include guidelines for when to skip a site and explain why.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an extractor for structured data: schema.org/JSON-LD, OpenGraph, and meta tags. Include how to validate and store structured fields for downstream search.
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
Create a source scoring rubric: domain trust, author expertise, citations, recency, and conflicts of interest. Output a weighted scoring model and how to tune it per domain.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a selection matrix for available APIs: search/SERP providers, content extraction, crawling, and anti-bot friendly approaches. Compare cost, rate limits, coverage, and TOS constraints.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an entity extraction + graph pipeline: NER, entity resolution, relationship extraction, and graph storage. Include queries to answer “who is connected to what.”
Author: Assistant
Category: research-bot | 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
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
Build a cost model: per-query search API costs, per-page fetch cost, storage, embeddings, and LLM tokens. Provide formulas and a budgeting plan with guardrails.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design security controls: API keys storage, least privilege, environment separation, and audit logging. Include rotation policy and incident response playbook.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design PII handling: detection, redaction, retention limits, and access controls. Include how to avoid collecting unnecessary personal data and how to respond to removal requests.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan an alert system: define watchlists, schedule searches, diff results, and send notifications. Include dedupe, false positive controls, and ‘significance’ scoring.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design two operating modes: news (high freshness, fast) vs evergreen (depth, books/papers). Include different source scoring, caching, and output formats.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a workflow for conflicting sources: identify disagreements, categorize (definition vs data vs interpretation), and present balanced conclusions with confidence levels.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a standard research brief template: executive summary, key findings, evidence table, open questions, and citations. Include options for analyst vs layperson formats.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design cross-language research: translate queries, search in multiple languages, normalize entities, and merge evidence. Include how to detect mistranslations and preserve proper nouns.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a user experience: question intake, clarifying questions, showing sources, evidence table, and exporting. Include interaction patterns for analysts vs casual users.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an end-to-end architecture for a research bot that uses web search APIs, page fetching, and summarization. Include modules, data flow, storage, caching, and citation strategy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a 90-day plan to ship an MVP: milestones, API integrations, extraction, indexing, citation system, and UI. Include risk register, budget, and acceptance criteria for launch.
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
Plan how to use sitemaps and RSS/Atom feeds to discover content efficiently. Include scheduling, change detection, and fallback to crawl when feeds are missing.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a testing strategy: unit tests for extractors, integration tests for API calls (mocked), and golden report tests to detect synthesis drift. Include CI gating rules.
Author: Assistant
Category: research-bot | 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
Design how to expose search/fetch/extract as MCP tools: schemas, permissions, and audit logs. Include example tool definitions and a safety policy for tool use.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a fair tournament plan: rules, seeding, anti-smurf policies (ethical), streaming setup, dispute handling, and post-event highlights. Keep it practical and community-friendly.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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
Define specialist agent roles with distinct prompts, tools, and constraints. Provide handoff rules and an evaluation plan to ensure specialists outperform a monolith.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Help me conduct customer empathy interviews: question bank, avoiding leading questions, note-taking, and synthesis into actionable insights. Provide a 60-minute guide.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Give me a 30-minute method to read a research paper: skim order, key questions, common pitfalls, and how to assess whether results generalize.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a source quality rubric I can score from 0–5 across authority, transparency, evidence, recency, incentives, and track record. Provide examples of how to score a news article, a blog post, and a...
Author: Assistant
Category: information-reliability | 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
Design an eval harness: deterministic replays, seeded randomness, fixed tool mocks, and artifact snapshots. Provide a folder structure and CI integration plan.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Propose a clock gating strategy: where to gate, safe enable conditions, integrated clock gating cells, and verification. Include power/timing tradeoffs and common pitfalls.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design secrets handling: vault integration, short-lived tokens, environment isolation, and audit trails. Include tests to ensure secrets never appear in outputs or logs.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Outline partnership structures: reseller, co-sell, OEM, integration, strategic alliance. Include incentives, risks, governance, and regional considerations for USA/Europe/Asia.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Design glitch-free muxing for clocks/enables: safe selection, handshakes, and integrated cells (ASIC). Provide recommended RTL/structural patterns and verification steps.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a UVM environment: agents, scoreboards, reference models, sequence layering, coverage model, and CI integration. Include best practices for reproducibility and debug speed.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide an ethics-first guide for online research: privacy boundaries, legal considerations, minimizing harm, and responsible sharing practices.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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
Propose ECC integration: SECDED choice, syndrome handling, scrub policy, and latency impact. Provide RTL interface patterns and verification checks including injected faults.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a workflow to research service manuals, TSBs, recalls, and forum evidence. Include source reliability scoring and how to avoid blindly following forum advice.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a guide for turning down unethical requests or risky deals while preserving relationships. Provide scripts and escalation strategies for juniors and seniors.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Create a power intent plan: power domains, isolation, retention, level shifters, and power state sequencing. Provide a UPF/CPF concept spec and integration risks for verification and signoff.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design an enterprise integration plan (high level): connect to CRM/docs/ticketing via MCP tools with strict scopes, auditing, and approvals. Include a rollout plan and risk controls.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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
Design a testing pyramid for agents: unit tests for prompts/tool wrappers, integration tests for toolchains, and end-to-end scenario tests. Include how to keep tests stable over time.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a blueprint for TOEFL Integrated Writing: paraphrase strategy, citation language without quoting, and paragraph structure. Provide a checklist to avoid common penalties and 3 sample outlines.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Give me rules for when to stop researching and decide: diminishing returns, confidence threshold, risk-based depth, and a “next check-in” plan.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a strategy for integrated speaking tasks: how to extract the thesis, key contrasts, and supporting examples. Provide a note format and 5 practice sets with model answer outlines.
Author: Assistant
Category: toefl-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 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
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
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
Summarize poisoning/evasion threats to IR/LLM systems. Provide a lab with simple attacks and defenses and a measurement plan.
Author: Assistant
Category: advanced-research-MLSec | Model: gpt-4o
Draft a proposal: hypothesis, dataset, methods (LTR + neural), evaluation, risks, and timeline. Include a reviewer checklist.
Author: Assistant
Category: research-design-IR-advanced | Model: gpt-4o
Explain A/B testing for product/MBA students: power, sample size, and p-hacking pitfalls. Provide a template analysis.
Author: Assistant
Category: methods-and-metrics-MBA | Model: gpt-4o
Blueprint a RAG system for a lab wiki and PDFs: chunking policy, hybrid retrieval, and citation-anchored answers. Add privacy filters.
Author: Assistant
Category: applied-IR-LLM-academia | Model: gpt-4o
Compare FlashAttention-3, RingAttention, Multi-Query, and Hybrid-Selective attention for 128k+ contexts. Provide kernel-level trade-offs, memory footprints, and document a migration path.
Author: Assistant
Category: architecture-research-LLM | Model: gpt-4o
Propose a revenue mix: subs, ads, native, events, and merch. Draft an ad integrity and labeling policy. Provide a sell-sheet template and media kit outline.
Author: Assistant
Category: business-operations-magazine | 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 an exporter that converts answers into JSON/CSV with fields (claim,evidence,source_url,confidence,timestamp). Provide schemas and sample exports.
Author: Assistant
Category: reporting-integration | Model: gpt-4o
Design a DAG (Airflow/Prefect) for reproducible research: crawl→retrieve→synthesize→verify→export. Include artifact hashing and cache invalidation rules.
Author: Assistant
Category: ops-pipelines-research | Model: gpt-4o
Create a lightweight SDL: ChatGPT runs threat modeling (STRIDE) per feature, Cursor integrates SAST/secret scan hooks, Antigravity executes dependency/SBOM scans and opens remediation PRs. Provide sev...
Author: Assistant
Category: devsecops | Model: gpt-4o
Act as a principal architect. Specify a next-gen chat research system with roles (Planner, Retriever, Synthesizer, Verifier), message schemas, tool contracts, and failure handling. Deliver a C4 diagra...
Author: Assistant
Category: architecture | Model: gpt-4o
Plan A/B tests: citation density, inline previews, and confidence badges. Define success metrics (task time, trust score, correction rate) and sample size math.
Author: Assistant
Category: product-experiments | Model: gpt-4o
Summarize an earnings call transcript into bullets: demand, margin, guidance, capital allocation. Tag surprises vs expectations and list follow-ups.
Author: Assistant
Category: investing-research-ops | Model: gpt-4o
Design a mobile UX with offline packs, low-bandwidth retrieval, and later sync. Provide caching TTL, conflict resolution, and share sheet flows.
Author: Assistant
Category: mobile-experience | Model: gpt-4o
Create a memory layer that stores hypotheses, decisions, and unresolved questions. Provide schemas, TTL rules, and a notebook export (Markdown/CSV).
Author: Assistant
Category: memory-notes | Model: gpt-4o
Design a UI: inline citations, hover previews, source quality badges, and ‘expand to passage’. Include keyboard flows and accessibility specs (WCAG). Output wireframes and event schema.
Author: Assistant
Category: product-UX-research | Model: gpt-4o
Create a cross-lingual flow: detect language, translate queries, use multilingual embeddings, and cite in user language while preserving original quotes. Provide locale heuristics and typography rules...
Author: Assistant
Category: internationalization-research | Model: gpt-4o
Create a research checklist for a stock: business model, unit economics, moats, risks, and alternative scenarios. Output a one-page thesis template.
Author: Assistant
Category: investing-research | Model: gpt-4o
Specify table extraction, PDF figure capture, and caption grounding. Define when to quote vs paraphrase, and include a screenshot-to-citation workflow.
Author: Assistant
Category: content-extraction | Model: gpt-4o
Add shared workspaces with highlights, comments, tasks, and version diffs on answers. Provide permissions and merge policies for edits.
Author: Assistant
Category: collab-research-ux | Model: gpt-4o
For a chosen company, prepare an earnings preview: consensus ranges, key KPIs, scenario table, and post-call action checklist. Include a bias-check prompt.
Author: Assistant
Category: investing-research | Model: gpt-4o
Outline a reading order for annual filings: business overview, risk factors, MD&A, financials. Provide red-flag cues and a summary template.
Author: Assistant
Category: investing-research | 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
ChatGPT drafts prompts and adversarial tests; Cursor integrates an eval harness; Antigravity schedules nightly evals and posts regressions with diffs. Include versioning and approval flow.
Author: Assistant
Category: mlops-llm-quality | Model: gpt-4o
Define weekly customer touch, monthly synthesis, and quarterly problem framing. Output interview guides and an insight repository schema.
Author: Assistant
Category: discovery-ops | 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
List top software competitors. For each, map features, integrations, SLAs, security certs, and roadmap hints. Score differentiation and copyability risk. Output a matrix and a moat narrative.
Author: Assistant
Category: product-competition | Model: GPT-5.1
Identify adjacent APIs to expose or integrate. Score by developer demand and strategic fit. Output a partner ready reference and quotas.
Author: Assistant
Category: platform-strategy | Model: gpt-4o
Define CAB goals, member mix, cadence, and agenda templates. Output a 2 quarter content plan and feedback integration path.
Author: Assistant
Category: customer-councils | Model: gpt-4o
Identify likely M&A or partnership targets competitors may pursue. Provide fit rationale, valuation bands, and integration risks. Output a watchlist.
Author: Assistant
Category: corp-dev-intel | Model: GPT-5.1
Provide a 30 60 90 plan for integrating a small team acquisition. Cover culture, systems, and role clarity. Output success metrics.
Author: Assistant
Category: integration-ops | Model: gpt-4o
Create a research plan: recruit TW and US panels, consent forms, bilingual scripts, and synthesis templates. Include incentives and privacy handling.
Author: Assistant
Category: UX-research-ops | Model: gpt-4o
Design a split payment stack: US (Stripe/Apple Pay/Google Pay) and Taiwan (local gateways, credit/debit, convenience store pay). Include currency handling and refund flows.
Author: Assistant
Category: commerce-engineering | Model: gpt-4o
Define a TW/US VoC pipeline: NPS/CES/CSAT surveys (EN + zh-TW), interview cadence, theme coding, and product feedback loop into roadmap.
Author: Assistant
Category: customer-insights | Model: gpt-4o
Draft an engineering→support escalation playbook with SLAs by region/time zone, bilingual macros, and incident retros.
Author: Assistant
Category: support-ops-integration | Model: gpt-4o
Create SKU/BOM control policy: regional SKUs, revisioning, ECO/ECN forms, and ERP integration. Include traceability expectations by factory.
Author: Assistant
Category: configuration-management | Model: gpt-4o
Provide reading + listening sources on one topic, then a scaffold to synthesize (outline, compare/contrast grid, paraphrase bank). Add a 20-minute timer plan and a banded scoring rubric.
Author: Assistant
Category: writing-integrated | Model: gpt-4o
Build a CLI for zip/tar/7z with auto-detect, password prompts, exclude globs, and integrity verify. Flags: --create, --extract, --list, --encrypt, --level. Show Windows Explorer integration tips.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a solutions architect. Build a matrix for evaluated tech: criteria, thresholds, integration effort, security flags, and PoC triggers. Output a CSV template and risk log.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a UX+ethics partner. Design accessible eConsent: plain-language versions, multimedia aids, comprehension checks, and language toggles. Include audit and withdrawal flows.
Author: Assistant
Category: research-ethics-UX | Model: gpt-5
You are a RWE architect. Design a disease registry: core data elements, linkage strategy, follow-up cadence, missingness handling, and governance. Include a statistical analysis plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
Act as a research lead. Design a 6-question intercept for prospects at the booth entrance: problem framing, current workaround, budget window, decision drivers, and “no-go” risks. Include scoring and ...
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a research librarian. Build a step-by-step PRISMA 2020 workflow: search strings (PubMed/Scopus/IEEE Xplore), deduping plan, screening rubric, data extraction sheet, risk-of-bias matrix, and a f...
Author: Assistant
Category: research | Model: gpt-5
Act as a cloud architect. Design a secure VPC for sensitive data: network segmentation, KMS, PAM, workspace isolation, secure notebooks, and egress controls. Include a runbook for onboarding.
Author: Assistant
Category: cloud-ops-research | Model: gpt-5
Act as a health services researcher. Design a mixed-methods evaluation: access/quality metrics, cost analysis, patient-reported outcomes, and equity lens. Include a difference-in-differences plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
Act as a lab automation engineer. Propose a bench-to-cloud setup: liquid handler protocols, barcode schema, LIMS/ELN fields, error handling, and audit trails. Include CSV templates.
Author: Assistant
Category: lab-ops | Model: gpt-5
You are a health IT integrator. Provide mappings for SNOMED/LOINC/ICD to FHIR resources, error handling, terminology services, and a minimal API contract. Include test cases.
Author: Assistant
Category: health-IT-integration | Model: gpt-5
Act as an energy strategist. Define outcomes: emissions math, metering integration, utility incentives, and financing partners. Include PoC site qualification rules.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are an ML researcher. Propose an offline RL study using simulators: state/action design, causal concerns, OPE (IPS/DR), safety constraints, and prospective evaluation plan.
Author: Assistant
Category: ml-methods-health | Model: gpt-5
Act as a demo director. Write two demo variants: buyer-focused ROI narrative and partner-focused integration story. Include 90-second, 5-minute, and 12-minute cuts, plus talk tracks and proof points.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as an ethics coordinator. Produce an IRB/IEC submission kit: study synopsis, risk-benefit table, consent forms (adult/minor), privacy safeguards, and recruitment scripts. Include a review checklis...
Author: Assistant
Category: research-admin | Model: gpt-5
Act as a clinical PM. Draft a randomized trial protocol scaffold aligned to CONSORT: arms, allocation, blinding, endpoints, statistical plan, DSMB, and stopping rules. Include a timeline Gantt skeleto...
Author: Assistant
Category: clinical-research | Model: gpt-5
Act as a governance chair. Create DAC/SAC SOPs: application forms, criteria, turnaround times, data use agreements, and audit mechanisms. Include conflict-of-interest handling.
Author: Assistant
Category: research-governance | Model: gpt-5
You are a scholarly coach. Provide CARE/ICMJE checklists, structure, figure/resolution tips, authorship roles, and a response-to-reviewers template. Add a journal shortlist matrix.
Author: Assistant
Category: scholarly-comms | Model: gpt-5
You are a data steward. Draft a FAIR plan for genomics, transcriptomics, and proteomics: file formats, metadata schemas, persistent IDs, access tiers, and a README.md template. Include a data dictiona...
Author: Assistant
Category: research | Model: gpt-5
Act as a retail strategist. Map retail-expo goals: POS integration questions, omnichannel proof, store pilot design, and merchandising partners. Provide a “store lab” checklist.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a media relations lead. Create a pitch personalization template: outlet research checklist, angle tailoring, subject-line variants, follow-up cadence, and a mini-CRM for tracking replies.
Author: Assistant
Category: PR | Model: gpt-4o
You are a brand deal producer. Write a sponsor brief: hook placement options, integration depth tiers, ad-read script frames, FTC disclosures, deliverables, usage rights, and post-flight report templa...
Author: Assistant
Category: creator | Model: gpt-4o
You are a research TA. Create a template for containerized experiments using Docker and Makefiles. Include dependency pinning, random seed policy, and artifact logging. Provide a repro checklist.
Author: Assistant
Category: education | Model: gpt-4o
Create a power integrity plan using backside power delivery and buried power rails. Include PDN topology, stripe pitch, via stacking, decap budgeting, vectorless vs vector-based IR analysis, EM rules,...
Author: Assistant
Category: chip-design | Model: gpt-4
Outline a high-speed SerDes design: channel specs, CTLE/DFE equalization, CDR architecture, TX FIR taps, jitter budget, compliance masks, and IBIS-AMI modeling. Include lab validation steps and BER ta...
Author: Assistant
Category: chip-design | Model: gpt-4
Act as a founder-CEO. Create a partnership map: categories (tech, channel, ecosystem), targets, mutual value, integration scope, co-marketing ideas, and a first-meeting agenda template.
Author: tsubasa
Category: leadership | Model: gpt-4o
Create an HBM3E integration plan: stack selection, channel topology, timing margins, package escape routing, SI/PI simulations, PDN target impedance, thermal throttling strategy, and test hooks. Outpu...
Author: Assistant
Category: chip-design | Model: gpt-4
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
Give guide for software engineers for: Multi-GPU sharding and parallelism strategy
Author: grace
Category: research | Model: gpt-4o-mini
Create an engineer's guidebook for CUDA kernel optimizations for attention
Author: bob
Category: research | Model: gpt-4o-mini
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
Outline a quarterly thought leadership series: research snippets, data visualizations, customer roundtables, and POV essays—native to LinkedIn/X.
Author: Inspire Search Corp.
Category: Enterprise | Model: gpt-5-thinking
Build a collaboration matrix between {brand} and creators in {niche}. Axes: Impact vs. Effort. Populate with 20 collab concepts (co‑creation, affiliate, challenges, live events). For the top 5, produc...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Create a market map for {space}. Buckets: Infra, Tooling, Apps, Services, Community. Propose a 0‑100 scoring rubric with weights for Momentum, Distribution, Moat, Team, Signal Quality. Score {entities...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Analyze the top {n} products/creators in {space}. Create side‑by‑side teardown: Audience, Content Pillars, Hook Types, Offer/Monetization, Distribution, Strengths, Weaknesses, Moat Signals. Identify w...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
You are a talent scout. Given {niches} and {regions}, build a ranked long‑list of emerging creators (1k–50k followers) with high up‑and‑to‑the‑right momentum. Method: use public signals (posting caden...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Identify underrated companies in {industry} and {region} that are likely to break out in 6–18 months. Use public/ethical OSINT signals: hiring spikes, engineer‑led blogs, niche community mentions, Git...
Author: Tsubasa Kato
Category: Market Research | 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 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
For {{question}}, outline a quick research plan (queries, trusted sources). Then produce a 5-bullet answer with inline citations and a short section: what remains unknown and how to find it.
Author: ChatGPT
Category: Research | Model: gpt-5
Integrate {{product_concept}} with local renewable availability. Design features for: flexible task timing, user consented deferral, battery/thermal storage coordination, and user-visible carbon savin...
Author: Tsubasa Kato
Category: energy | Model: gpt-5-thinking
If offsetting is used as a last resort, draft guardrails. Prioritize emissions cuts, then high-integrity removals. Define claims policy (no greenwashing), verification cadence, and a public transparen...
Author: Tsubasa Kato
Category: policy | Model: gpt-5-thinking
Build a reply-first X strategy to earn attention before posting threads. - 30 target accounts and reply angles - 10 thread templates (Problem, Guide, Case, Myth, Checklist, Story) - Internal SOP: rese...
Author: Tsubasa Kato
Category: marketing-x | Model: gpt-5-thinking
Analyze {{niche_cluster}} for sub-niches with low competition/high pain. Provide: 10 sub-niches, TAM/SAM/SOM estimates, willingness-to-pay signals, top keywords, and X/TikTok/YouTube content angles. R...
Author: Tsubasa Kato
Category: research | Model: gpt-5-thinking
Localize messaging for JP and EN audiences. Provide: - UVP variants (JP/EN) - X/TikTok/YouTube copy adapted to tone & culture - Hashtag/keyword research (JP/EN) - Compliance notes (claims, screenshots...
Author: Tsubasa Kato
Category: localization | Model: gpt-5-thinking
Research hashtags/keywords for {{ICP}} and {{topic}}. Deliver: - X hashtags (volume/tiered), TikTok hashtags, YouTube search keywords - Semantic clusters and content angles - 10 title formulas per pla...
Author: Tsubasa Kato
Category: discovery | 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
Given <teaser> and <data room index>, produce an investment memo: market map, tech moat, customer fit, synergy model (revenue, cost), integration risks, cultural fit, diligence questions, valuation co...
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
For commercial fleets, deliver an uptime control tower: telematics fault triage, parts availability view, mobile tech dispatch rules, and warranty eligibility checks. KPIs: breakdowns/1k miles, dwell ...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Design a dealership/independent shop ADAS calibration bay. Deliver: target layout zones, lighting spec, floor level checks, alignment workflow, OBD/scan integration, road-test route, and documentation...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Act as an industrial engineer. Build a warehouse digital twin to improve pick speed and accuracy. Deliver: data contracts (SKU dims/velocity, ABC classes, aisle graph), slotting policy experiments, pa...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Plan near-field EMI simulation plus bench pre-checks. Deliver: board stack assumptions, aggressor/victim map, return paths, shielding options, KPIs (dBμV/m vs limits). Safety disclaimer for lab measur...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Act as program manager for a 200–800 staff company. Deliver a 30/60/90 plan: portfolio of 6 agents (sales, finance AP, IT help, HR Q&A, legal intake, PMO summarizer), governance (RBAC, data retention)...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Suggest hybrid quantum-classical approaches to optimize search ranking or graph traversal in large datasets.
Author: [email protected]
Category: Research & Innovation | Model: GPT-5, GPT-4o, Sonar
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
Build an acquisition plan leveraging ASO for iOS/Android and SEO. Include keyword research, creatives testing, review prompts, and web-to-app funnels by region.
Author: ChatGPT
Category: business | Model: gpt-5
Explain how to search for lost films or obscure editions. Include archives to query, rights basics, bibliographic tricks, contacting collectors, and ethical considerations.
Author: ChatGPT
Category: research | Model: gpt-5
Run a 2-week sprint to refine ICPs using Jobs-To-Be-Done interviews across JP/US/EU. Provide screeners, scripts, synthesis templates, and positioning statements.
Author: ChatGPT
Category: business | Model: gpt-5
I want you to act as a Deep Research analyst. Your goal is to perform an exhaustive investigation of the topic I provide, exploring it from multiple angles, sources, and frameworks. Structure your ans...
Author: [email protected]
Category: Deep Research, research, prompt, analyst, analysis | Model: GPT-5, GPT-4o, Sonar
Automate financial calculations and budgeting using Python scripts or accounting software integrations.
Author: [email protected]
Category: accounting, calculation, budgeting, automation, automate | Model: GPT-4o, GPT-4, o4-mini, o4-mini-high, o3
Identify the most relevant keywords for your target audience by analyzing search volume and competition using tools like Google AdWords or SEMrush.
Author: [email protected]
Category: NLP,SEO,Research | Model: GPT-4o, GPT-4, o3-mini, o1
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
To evaluate whether a person has advanced knowledge of physics and science, consider the following ten questions covering a range of topics, including theoretical and experimental physics, as well as ...
Author: [email protected]
Category: Evaluation,NLP | Model: GPT-4o,o1,o1-mini
Research the emerging field of edge computing and its applications in IoT, autonomous vehicles, and other industries. Identify key players and potential investment opportunities.
Author: IoT Specialist
Category: Technology | Model: GPT-4
Research the growing market for low-code/no-code development platforms. Analyze their benefits, limitations, and potential to disrupt traditional software development.
Author: Business Analyst
Category: Technology | Model: GPT-4
Analyze the impact of quantum computing on current encryption standards. Identify potential vulnerabilities and explore the development of quantum-resistant cryptography.
Author: Security Researcher
Category: Technology | Model: GPT-4
Research the latest developments in blockchain technology beyond cryptocurrencies. Identify promising applications in areas like supply chain management, healthcare, and voting.
Author: Technology Analyst
Category: Technology | Model: GPT-4