Showing results for "auditing"
Outline a practical framework for AI risk governance that combines risk assessment, continuous auditing, adversarial testing (red-teaming), governance roles, and escalation paths. Compare voluntary in...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework to evaluate privacy, consent, data governance, and civil liberty considerations in city-scale or neighborhood AI-enabled services that collect video, location, or biometric data. P...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Create a forward-looking governance framework for AI deployment that addresses major risks across sectors, including biosafety, privacy, misinformation, and safety testing. Define roles for policymake...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a blueprint for responsible AI research programs that embed safety, fairness, transparency, and accountability into every stage—from data collection and model training to deployment and post-ma...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a governance blueprint for responsible AI adoption in a developing country context. Address data privacy and protection, algorithmic bias, safety and accountability, workforce disruption, and pu...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design an inclusive framework for AI-driven age verification that protects children online while respecting privacy and minimizing false positives. Compare verification mechanisms (biometric vs non-bi...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the threat landscape of AI-enabled targeting and manipulation of political groups. Outline a layered defense strategy that combines policy safeguards, security-by-design in AI systems, robust a...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Explore how information operations and covert funding interact to influence elections. Identify typical actors, tools (disinformation campaigns, bot networks, money laundering), and vulnerabilities in...
Author: Curioprompt
Category: Politics | Model: gpt-5-nano
Design a resilient, privacy-conscious architecture for multi-hazard public alerts delivered via mobile networks. Address language accessibility, opt-in/opt-out controls, cross-border interoperability,...
Author: Curioprompt
Category: Public Safety | Model: gpt-5-nano
Analyze regulatory frameworks for deploying autonomous passenger services in urban environments. Compare state and local governance models, safety testing standards, liability arrangements, and data p...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Examine how consumer expectations and regulatory frameworks around animal welfare influence supply chain decisions across consumer goods and luxury sectors. Evaluate risk management, transparency, cer...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Craft a comparative study of national AI governance models for public administration and the legal system. Evaluate centralized sovereign AI stacks versus open, standards-based ecosystems; discuss gov...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose an accountability framework for AI systems that includes transparency disclosures, independent auditing, incident response, and user rights. Compare governance models, discuss innovation-safet...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Design a comprehensive governance framework to improve transparency around unintended or emergent AI behavior. Include mechanisms for incident reporting, third-party audits, risk dashboards, explainab...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate the benefits and risks of open-source AI models for coding, research, and general use. Compare governance approaches (license terms, safety rails, community norms, corporate stewardship) and ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a data governance blueprint to support a national AI strategy, focusing on data quality, provenance, accessibility, privacy, accountability, and bias mitigation; describe scalable processes fo...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Propose a comprehensive national AI data governance framework that defines data rights and access, data quality standards, privacy protections, data sharing for research and startups, and mechanisms f...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Construct a framework for evaluating, designing, and auditing AI-assisted emergency and public-service workflows. Address risk assessment, human oversight, fallback plans, data governance, transparenc...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze a blueprint for a national-level AI stack that supports open-weight models and enterprise agents while ensuring data sovereignty, governance, reproducibility, and interoperability with global ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a resilience blueprint for critical infrastructure that integrates cybersecurity, climate adaptation, redundancy, and cross-sector coordination. Include risk assessment methods, tiered backup sy...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop frameworks for evaluating when and how firms should disclose AI training data and provenance, balancing transparency with competitive considerations. Compare governance models, privacy safegua...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop a comprehensive governance framework for national AI ethics principles that translates high-level values into concrete practices for developers, businesses, and public agencies. Include: risk ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Create a design and evaluation framework for educational AI tools used by children and adolescents. Focus on safety, privacy, data minimization, content appropriateness, transparency about AI capabili...
Author: Curioprompt
Category: Education | 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
Design a stage-gated framework for AI development from concept to deployment, including risk assessment, safety testing, continuous monitoring, incident response, and clear accountability across inter...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a comprehensive playbook for organizations to scale AI across functions while managing risk and ethics. Include governance structures, model risk management, data governance, security, workforc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a cross-sector framework for evaluating AI training data provenance, consent, and ownership. Address implications for content creators, publishers, and end-users, and propose policies for data ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for evaluating the effectiveness of public inquiries and other accountability mechanisms in addressing perceived bias or wrongdoing in media. Analyze models such as inquiry commiss...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Develop a framework to classify AI systems used in public welfare by risk, with criteria for regulatory oversight, auditing, data privacy, and accountability. Compare regulatory approaches from multip...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a governance blueprint for workforce data collection and analytics used by policymakers and employers that advances anti-discrimination goals while protecting individual privacy. Address data g...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Design a comparative framework to assess AI adoption in government operations and key industries. Identify opportunities for efficiency, transparency, and innovation, but also consider cybersecurity, ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the principles, trade-offs, and design options for safety-centric governance of AI systems. Consider how transparency, risk assessment, auditing, and international cooperation influence innova...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a governance framework for AI models used in public and commercial contexts that emphasizes risk assessment, safety controls, transparency, and accountability. Include model lifecycle phases (...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a comprehensive governance framework for AI deployed by government agencies and public services. Include risk assessment methods, accountability structures, privacy protections, data governanc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how organizations design AI governance frameworks for deployment in high-stakes settings. Compare model safety testing regimes, incident-response workflows, external audits, and explainabi...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate frameworks for safeguarding deployed AI systems against misuse and breaches, covering threat modeling, security-by-design, auditability, and incident response across sectors.
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Outline a comprehensive framework for public-sector cybersecurity governance that prevents data breaches, embeds security by design, trains staff, conducts regular audits, and establishes accountabili...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze a robust framework for preventing and detecting the misuse of AI models through synthetic identities, covering ethics of red-teaming, risk assessment, access controls, auditing, incident respo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a multi-layer liability framework for AI and cyber incidents, clarifying obligations of developers, operators, and users; explore cross-border regulatory harmonization, insurance models, and i...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a comprehensive framework for transparency in AI systems used across sectors. Include disclosure standards, auditable risk assessments, governance roles, citizen participation, incident report...
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
Discuss the ethical and regulatory implications of labeling AI-generated content and using personal health data for research and learning. Compare policy approaches that balance transparency, privacy ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework to audit and redesign workplace decision-making to reduce bias in personnel actions, especially around highly visible events and personal circumstances. Include governance structur...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Explore the drivers, benefits, and governance challenges of widespread generative AI adoption in organizations. Develop a framework for evaluating risks (privacy, bias, reliability), governance (polic...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assume you are helping draft AI governance guidelines for a country that wants rapid innovation but is worried about cyber risks, data leakage, model misuse, and supply-chain vulnerabilities. Create a...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine the use of artificial intelligence in public institutions such as courts, hospitals, and administrative agencies. What tasks are best suited for automation or decision support, and which shoul...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explain why large infrastructure projects frequently become more expensive over time, using factors such as inflation, labor shortages, design changes, permitting delays, supply-chain constraints, and...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
You are advising a country that wants to update its laws for artificial intelligence. Build a practical framework that balances innovation, consumer protection, labor impacts, copyright, accountabilit...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Design a balanced regulatory approach for fast-moving sectors such as crypto platforms, gig transportation, and cross-border digital services. What should governments license, prohibit, disclose, or a...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the case for strict professional qualification rules in a modern economy. Explain how licensing and credential enforcement can improve safety, trust, and productivity, and where they can also ...
Author: Curioprompt
Category: Economics | 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
Analyze the gap between creating AI regulations and actually implementing them. Explain the institutional, technical, and political reasons rules often fail to produce behavior change, then propose a ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Design a framework for how a government should evaluate AI systems for public administration or intelligence work. Address data sensitivity, vendor lock-in, auditability, legal jurisdiction, model per...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate the governance challenges that arise when artificial intelligence, data platforms, and public digital services become embedded in everyday life. Consider issues such as algorithmic risk scori...
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
Analyze how corruption spreads through public procurement, infrastructure projects, and political networks, and why scandals often persist even after arrests or trials. Identify the institutional safe...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Discuss the growing tension between rapid AI adoption and the need to preserve trust. Use examples such as AI detection tools, workplace adoption, and fears of platform dependence to explain why verif...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
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
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
Investigate how regulatory oversight, safety culture, and investigative findings drive long-term improvements in high-risk industries. Compare international best practices in incident response, transp...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Design an evidence-based reform framework for a vital public service agency using audit recommendations, balancing service quality, equitable access, and fiscal responsibility, with governance metrics...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Critically evaluate the deployment of AI-powered autonomous laboratory systems across disciplines; identify governance structures, validation standards, reproducibility concerns, and risk controls; cr...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
You are 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
Propose businesses that monetize energy efficiency: audits, smart control, optimization for factories/homes. Include pricing models tied to verified savings.
Author: Assistant
Category: future-monetization | 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 tool registry: versioned MCP tools, deprecation, and audit trails. Include a process for approving new tools and revoking compromised ones.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design governance for self-improving systems: approval rules, quarterly audits, access reviews, and incident drills. Include “who can change the agent” controls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a global kill switch that halts all automated edits/deploys across environments. Include manual override process and audit logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Build an eval harness for self-edits: deterministic tool mocks, seeded randomness, replayable runs, and stored artifacts for auditing decisions.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design MCP wrappers that validate inputs, enforce types, and reject dangerous parameters. Include error taxonomy and audit logging for rejected calls.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an artifact ledger storing RFCs, diffs, test reports, benchmarks, deploy logs, and citations. Include retention policy and query patterns for audits.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a self-improving code-editing AI loop that proposes patches, runs tests, requests review, and deploys via canary + rollback. Include explicit safety gates and audit logs.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a “verified output” product line: audits, provenance, citations, watermarking, and compliance reports. Include target customers, pricing tiers, and a go-to-market plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a feature flag workflow: staged rollout, kill switches, and metrics by cohort. Include rules for cleanup (flag debt) and audit logging.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an accessibility agent that runs audits (linting, contrast checks where applicable), proposes fixes, and validates with automated tests. Require human review for UX changes.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a least-privilege permission model for tools: scopes, rate limits, time bounds, and audit logs. Provide an authorization matrix and guidelines for granting elevated access.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design data governance for user feedback and logs: consent, retention, minimization, access controls, and audit trails. Provide a policy and an implementation checklist.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a compliance workflow: policy mapping, data handling rules, documentation, audits, and change impacts. Keep it general (not legal advice) and focused on operational safety.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design 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 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
Write explicit requirements to prevent deceptive behavior: transparency rules, auditability, and logging. Include tests to detect hidden policy violations or manipulation attempts.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a zero-trust approach: secrets management, short-lived credentials, environment segregation, and auditing. Include how to test that the AI cannot access restricted secrets.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design an auditability system: trace inputs→retrieval→prompt→tool calls→outputs, with immutable logs and privacy controls. Include a schema and query patterns for audits.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Audit my messaging habits. Propose rules for when to use Slack vs email vs meeting. Provide templates for concise messages and a weekly cleanup routine.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Act as an executive coach. Ask me 10 diagnostic questions about how I show up in meetings (voice, brevity, stance, framing). Then give a 2-week practice plan with measurable drills and a self-scoring ...
Author: Assistant
Category: soft-skills | Model: GPT-5.2
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
Design hardware security boundaries: secure/non-secure access, key storage assumptions, access control in CSR/DMA, and audit signals. Provide a threat model and verification plan for bypass attempts.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a portfolio plan for auditions: repertoire selection, recording standards, program notes, and a timeline. Include a rubric and an AI-assisted critique checklist (musicality, timing, tone).
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a 10-minute home safety audit: hazards to fix, basic supplies to add, where to store items, and how to reduce injury risk. Include a simple checklist for Europe/Asia/USA/Africa housing styles.
Author: Assistant
Category: preparedness | Model: gpt-4o
Audit hidden costs in my itinerary: baggage, seat fees, station transfers, visas, port taxes, resort fees, data plans, tips, and currency conversion. Output a true-cost estimate.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design audit reporting: what to record, how to summarize tool actions, and how to produce compliance-friendly reports. Include access controls and retention rules.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design an artifact-centric workflow: agents produce plans, checklists, diffs, and reports as first-class outputs. Include templates and how artifacts enable auditing and reuse.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a workshop safety audit: lifting/support, fire risk, battery handling, ventilation, chemicals, rotating machinery, PPE, and tool condition. Include a monthly inspection checklist.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Design an enterprise multi-tenant architecture: per-tenant tool scopes, data isolation, policy profiles, and audit reporting. Include threat model and testing plan.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Audit a luxury itinerary and identify which upgrades are truly worth it: premium cabins, lounge access, sleeper cabins, private transfers, hotels near stations/ports, and concierge services. Provide a...
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design MCP tool schemas: typed inputs/outputs, explicit error codes, idempotency rules, and logging fields. Provide examples of good vs bad schema design for agent reliability.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Generate a CDC audit checklist: async FIFO design, synchronizer placement, handshake protocols, reset crossings, multi-bit control, and metastability risk scoring. Provide recommended assertions and t...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Define guardrails for automated content: what can be fully automated vs requires review, approval stages, and audit logs. Provide a risk-based approval matrix by channel.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Design 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
Design a planner–executor split: planner produces a verifiable plan, executor performs bounded actions, verifier checks constraints. Include gate criteria, rollback triggers, and audit logging.
Author: Assistant
Category: agent-architecture | 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
Design a post-publish loop: monitor new facts, track corrections, update timestamps, and communicate changes across platforms. Include a correction template and an internal audit trail.
Author: Assistant
Category: news-ops | Model: gpt-4o
Design a safe self-improvement loop for prompts/tools: propose change, run evals, red-team, canary, deploy, monitor. Include stop rules and audit artifacts.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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
Create a sovereign AI readiness checklist: data residency, model hosting options, key ownership, audit access, and supply-chain risks. Provide a staged maturity model from 0→4.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a 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
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
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
Create a geopatriation plan: which data/models stay in which regions, cross-border processing rules, vendor selection, and operational playbooks. Include risk register and audit evidence checklist.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Guide a CEO through a weekly time audit and identify what to delete, delegate, or double down on.
Author: Assistant
Category: productivity | Model: gpt-4o
Draft a collaboration checklist for counselors coordinating IEP/504 supports: accommodations audit, teacher alignment, student self-advocacy, and review meetings.
Author: Assistant
Category: special-support-coordination | Model: gpt-4o
Provide a culturally responsive counseling checklist: language access, assumptions audit, and family engagement strategies. Include a reflection journal prompt.
Author: Assistant
Category: equity-and-inclusion | Model: gpt-4o
Write a data governance spec: license screening, PII scrubbing, near-duplicate collapse, contamination checks vs eval sets, and audit trails. Provide rejection reasons and exception handling.
Author: Assistant
Category: data-operations-LLM | Model: gpt-4o
Optimize steam in a Duque de Caxias pulp/paper line: condensate recovery, trap audits, and boiler O2 trim. Calculate fuel savings and ROI.
Author: Assistant
Category: utilities-optimization | Model: gpt-4o
Update HACCP for a Duque de Caxias plant. Map CCPs, calibration schedule, allergen controls, and recall simulation. Provide audit prep checklist.
Author: Assistant
Category: food-safety-systems | Model: gpt-4o
Audit power quality in Sagamihara (harmonics, dips). Recommend filters, UPS for PLCs, and surge protection. Provide downtime cost impact model.
Author: Assistant
Category: electrical-reliability-plant | Model: gpt-4o
Roll out 5S with visual controls in a Sagamihara assembly shop. Create zone maps, shadow boards, photo standards, and a weekly audit cadence. Include a red-tag event plan.
Author: Assistant
Category: workplace-organization | Model: gpt-4o
Create a safety pack for Suginami City makerspaces: laser cutter SOPs, resin ventilation, PPE checklist, lockout/tagout posters, and bilingual signage (JA/EN). Include a monthly audit template.
Author: Assistant
Category: safety-compliance | Model: gpt-4o
Audit compressed air use in Kawasaki machining and paint booths. Find leaks, right-size compressors, add VFD controls, and calculate kWh and CO₂ savings. Provide a 60-day retrofit plan.
Author: Assistant
Category: energy-efficiency | Model: gpt-4o
Quantify switching costs over a week. Propose batching, single-task sprints, and notification rules. Output a before/after time-saved estimate.
Author: Assistant
Category: time-management | Model: gpt-4o
Add a privacy stage that redacts PII from inputs/outputs and blocks storage for sensitive fields. Provide audit logs and consent flags in metadata.
Author: Assistant
Category: privacy-compliance | Model: gpt-4o
Run a quarterly audit: export calendar, categorize time, and propose a 15% reallocation toward strategic work. Provide a stakeholder comms plan.
Author: Assistant
Category: time-management | Model: gpt-4o
Audit a calendar and convert eligible meetings to async. Provide email/Slack templates, decision logs, and criteria to cancel, compress, or cluster meetings.
Author: Assistant
Category: time-management | Model: gpt-4o
ChatGPT defines naming/expiry rules; Cursor adds audit logs and cleanup jobs; Antigravity reports stale flags each sprint and opens removal PRs. Provide a governance doc.
Author: Assistant
Category: product-governance | Model: gpt-4o
Draft a high-level ESG radar for a company: material issues, audit controversies, and disclosure quality. Provide a scoring rubric and caveats.
Author: Assistant
Category: investing-ESG-scan | Model: gpt-4o
ChatGPT audits a11y and content guidelines; Cursor adds lint rules/tests; Antigravity runs automated a11y scans and opens issues with repro steps. Include skip/exception policy.
Author: Assistant
Category: responsible-engineering | Model: gpt-4o
Draft acceptable use, review steps, red team prompts, and data retention for AI tools. Output team training and an audit plan.
Author: Assistant
Category: AI-operations | Model: gpt-4o
Audit competitors’ organic footprint: keywords, topical authority, backlink quality. Output a content moat plan with 8 pillar pages and 24 spokes.
Author: Assistant
Category: growth-seo | Model: GPT-5.1
Define naming, ownership, expirations, and logs for flags. Add a cleanup ritual and audit queries. Output a governance SOP.
Author: Assistant
Category: governance-engineering | Model: gpt-4o
Measure flow efficiency vs wait time across intake to delivery. Propose WIP limits and policy changes. Output a kanban health report.
Author: Assistant
Category: lean-ops | Model: gpt-4o
Outline privacy controls mindful of Taiwan PDPA and US CCPA attitudes: consent flows, data minimization, retention policies, DSR handling, and audit trails.
Author: Assistant
Category: security-privacy | Model: gpt-4o
Generate a pack audit: categorize big three and sm/consumables, suggest proven weight swaps with cost/benefit and risk notes.
Author: Assistant
Category: gear-optimization | Model: gpt-4o
Create a read-only CLI to list firewall rules (ufw/pf/Windows Defender Firewall), detect risky rules (any/any), and suggest fixes. Flags: --list, --risk, --export csv.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are a population health coach. Add SDoH screening prompts, resource referral map, transportation/financial hardship scripts, and equity audit questions for clinics.
Author: Assistant
Category: public-health-primarycare | Model: gpt-5
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 clinical NLP lead. Build a de-identification-first pipeline: PHI scrubbing, section segmentation, entity extraction (SNOMED/LOINC), and cohort retrieval. Include audit logs and drift checks.
Author: Assistant
Category: health-IT | Model: gpt-5
Act as a primary care/ED partner. Package PHQ-9/GAD-7/AUDIT-C flows, suicide risk triage, SBIRT micro-scripts, and referral pathways. Add crisis safety planning template.
Author: Assistant
Category: behavioral-health | Model: gpt-5
You are an IPC lead. Provide hand hygiene standards, PPE don/doff steps, isolation types, device care bundles (CLABSI/CAUTI/VAP), and audit forms. Include staff micro-training scripts.
Author: Assistant
Category: hospital-operations | Model: gpt-5
Act as an enterprise seller. Prepare a Q&A bank: DPAs, SLA ranges, uptime, support tiers, pen test cadence, and audit artifacts. Include short, compliant answers for aisle conversations.
Author: Assistant
Category: trade-show | Model: gpt-4o
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 biosafety officer. Draft BSL-2 SOPs: PPE, waste, spill response, sharps, incident reporting, and training logs. Include a lab signage kit and audit checklist.
Author: Assistant
Category: lab-safety | 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 fintech lead. Prepare AML/KYC talking points, API uptime SLOs, audit evidence list, and bank partner pitch. Include sandbox access follow-up.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a safety coach. Create a train-crowd checklist: bag placement, device privacy screen, pickpocket awareness, and respectful space. Include a 'post-ride audit' of items.
Author: Assistant
Category: safety | Model: gpt-5
Act as a travel optimizer. Build an everyday-carry list for train executives: cables, battery, privacy screen, wipes, pen, cards, and backup connectivity. Provide a quarterly audit list.
Author: Assistant
Category: operations | Model: gpt-5
Act as a strategist. Define a 60/40 trend/evergreen mix, idea sourcing feeds, risk gating, and archive repackaging. Include a monthly audit with decay curves.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a revenue analyst. Map income streams (AdSense, affiliates, merch, memberships). Build a model for RPM uplift via video mix, pacing for mid-rolls, end-card funnels, and product SKU ideas. Inclu...
Author: Assistant
Category: creator | Model: gpt-4o
You are a crisis manager. Draft a strike/takedown SOP: evidence capture, internal audit, appeal timelines, public statement options, and backup channel strategy. Provide a 72-hour checklist.
Author: Assistant
Category: creator | Model: gpt-4o
Act as a privacy engineer. Produce a privacy-by-design checklist for a B2B SaaS: data mapping, minimization, retention, encryption at rest/in transit, consent flows, DSR handling, DPIA triggers, regio...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a security architect. Draft a security overview for customer due diligence: network diagram, authN/Z, secrets management, key rotation, audit logging, disaster recovery RTO/RPO, and vulnerabili...
Author: tsubasa
Category: engineering | Model: gpt-4o
Act as a security-minded engineer. Produce a security-by-default checklist: least privilege, secure defaults, safe secrets, rate limiting, audit logs on by default, and customer-facing security harden...
Author: tsubasa
Category: engineering | Model: gpt-4o
You are a manufacturing engineer. Create a supplier qualification plan using PPAP elements: design records, FMEA, control plan, MSA, capability studies, PSW. Include selection criteria, audit checklis...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Create rules to auto-code expenses to GL accounts with confidence scores. Include exceptions (per-diem, mixed receipts) and a sampling audit. Output as JSONL examples.
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
Write an SOP for safe operations during dust storms in Lanzhou. Cover: real-time monitoring triggers, temporary indoor shift plans, PPE selection, intake filtration check, equipment covers, cleaning p...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Lay out a warehouse zoning plan in Lanzhou for dry goods, cold storage, and hazardous materials. Return a CSV plan: zone, purpose, temperature, ventilation, fire protection note, forklift route rule, ...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Create an audit pack for power quality in a Lanzhou workshop: voltage dips, harmonics, power factor. Return: instrument list, sampling plan, acceptance thresholds (placeholder ranges), root-cause tree...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
Goal: audit source/medium quality and UTM hygiene for {START_DATE}–{END_DATE}. Data: GA4 BigQuery export `{PROJECT}.{DATASET}.events_*`, ad platform logs, server-side UTMs. Steps: 1) Classify sessions...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Act as an influencer growth analyst. Audit the public profile at {profile_url} on {platform}. Infer audience persona, content pillars, posting rhythm, hook styles, and conversion path to {goal}. Outpu...
Author: Tsubasa Kato
Category: Influencer Growth | Model: gpt-5
For each data class in {{product_concept}} define purpose, legal basis, retention, and deletion automation. Propose privacy-by-default settings and user controls. Add an audit log design and breach pl...
Author: Tsubasa Kato
Category: data-governance | Model: gpt-5-thinking
Audit {{flow}} for accessibility and wellness. Propose improvements in typography, contrast, motion, haptics, and break reminders. Provide success criteria and QA checklist.
Author: Tsubasa Kato
Category: design | Model: gpt-5-thinking
Liquidity returning for quality names (Klarna, Figure, LB Pharma). Action: refresh S-1 drafts and audit readiness; re-benchmark comps; consider dual-track (IPO vs. strategic) exits.
Author: ChatGPT
Category: Capital Markets | Model: GPT-5 Thinking
Design a workshop process respecting security-related repair access. Deliver: identity checks, role-based tool access, audit trail, key programming room layout, customer authorization flow, and data m...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Act as supplier-development lead. Deliver: APQP-lite for Tier-2/3: CTQ flowdown, PFMEA starter kit, control plan grid, PPAP evidence list, gauge R&R plan, and logistics milk-run map. Include genba aud...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Prepare a non-OEM specific readiness pack for connected features. Deliver: UNECE/Japan type-approval checklist references, cybersecurity management system overview, over-the-air update process, APPI p...
Author: Tsubasa Kato
Category: Compliance | Model: GPT-5 Thinking
Plan EVSE deployment across a dealer network. Deliver: site audit template, NEC 625 references, utility coordination, load management, demand-charge mitigation, stall mix, signage/traffic flow, and up...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Create a plan for battery traceability and end-of-life handling. Deliver: data model (serial, chemistry, lifecycle events), supplier data handshake, pack swap procedures (non-OEM specific), recycling ...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Act as cybersecurity lead. Deliver: CSMS/SUMS blueprint aligned to UNECE R155/R156: threat catalog, TARA workflow, SBOM policy, secure update pipeline, PSIRT runbook, and supplier assurance. KPIs: vul...
Author: Tsubasa Kato
Category: Compliance | Model: GPT-5 Thinking
Act as a plant Kaizen lead in Japan. Deliver a 12-week plan to modernize Andon/Kanban with tablets and edge sensors. Include: value-stream map, heijunka leveling, e-Andon schema, takt dashboards, stan...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Deploy LPA across lines. Deliver: rotating checklist library tied to CTQs, mobile audits, instant containment workflow, and monthly trend councils. KPIs: escape rate ↓, audit closure ↑. Output: schedu...
Author: Tsubasa Kato
Category: Quality | Model: GPT-5 Thinking
Be the fleet baseline owner. Build a compliant firmware/BIOS/BMC matrix across vendors. Deliver: source of truth, hash/signature checks, ringed rollout (lab→canary→zone), auto-rollback, maintenance wi...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Act as a datacenter reliability lead. Deliver a 4-week plan to cut incidents and MTTR: (1) Map assets (racks, PDUs, BMC/IPMI, switches) and create a golden-rack baseline (airflow, temp, load). (2) Bui...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Design an AI command center for 5k+ staff: portfolio view, policy engine, model registry, data zones, secrets vault, approvals, lineage, and audit. Include risk taxonomy (legal, security, brand), RACI...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Create a pragmatic policy: data map, lawful bases, retention, DLP, redaction, secrets handling, vendor assessment, human review. Include a DPIA lite template, audit log fields, and a quarterly red-tea...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Audit an e-commerce PDP and checkout using modern CRO heuristics. Output prioritized hypotheses, test ideas, potential uplift ranges, and localized trust signals for JP/EU/US.
Author: ChatGPT
Category: business | Model: gpt-5
