Showing results for "user-journeys"
Design a framework for evaluating the viability, governance, and risks of autonomous AI agents that can access and control multiple applications to perform tasks such as sending messages, making payme...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a multi-layer framework to analyze and mitigate the risk of AI-enhanced fraud in financial and service sectors. Include threat modeling for voice-synthesis and social-engineering, detection an...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate the dynamics of online misinformation and consumer scams in an era of rapid platform-mediated communication. Map attacker techniques, information flows, and user vulnerabilities; compare r...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Trace the journey from primary producers to culinary creators, examining how narrative, authenticity, and craft shape consumer choices, local economies, and sustainability. Compare regional traditions...
Author: Curioprompt
Category: Culture | 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
Create a policy and design guide for deploying autonomous robots in retail, service, and public spaces, covering safety standards, labor-market impacts, accessibility, and user experience. Propose a s...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how large-scale acquisitions within AI tooling and platforms influence long-term innovation, interoperability, and competitive dynamics. Compare models where ecosystems remain open and communi...
Author: Curioprompt
Category: Technology | 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
Analyze the governance models that incentivize platforms to protect young users, comparing regulatory mandates, civil settlements, and industry standards. Propose durable design principles for safer d...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Given a landscape where AI systems depend on tightly integrated hardware and software ecosystems, analyze how firms can coordinate capabilities across suppliers, developers, and users to sustain growt...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Perform a cross-jurisdictional analysis of platform governance frameworks that regulate content, data handling, and user safety. Identify core requirements, compliance challenges, and unintended conse...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Compare how settlements or regulatory actions aimed at reducing youth exposure to social media influence platform design, safety mechanisms, privacy protections, and content governance. Evaluate how s...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Examine the implications of AI-driven ad monetization on user privacy, consent mechanisms, data stewardship, cross-platform tracking, and regulatory design for a large, heterogeneous user base.
Author: Curioprompt
Category: Technology | 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
Compare regulatory approaches to accountability and safety for digital platforms, focusing on liability, moderation, user rights, and enforcement in a global context; design an adaptable assessment fr...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how policy-makers balance platform governance with user rights in a digital economy. Compare regulatory approaches to content moderation, privacy, and data protection, and propose a framew...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Explore how design decisions, safety policies, and regulatory scrutiny interact to influence user protection on digital platforms. Develop a policy-by-design framework that links product features, acc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a blueprint for deploying continuous AI-enabled public service assistants for tax, welfare, and safety programs, focusing on accessibility, trust, accountability, and privacy. Compare possible...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Investigate how AI-powered advertising changes user privacy, consent, data minimization, and transparency. Compare governance models across jurisdictions, discuss how consent mechanisms can be designe...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for evaluating how digital platforms balance user safety, data rights, and monetization pressure across different regulatory regimes. Compare approaches to transparency, safety-by-...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a holistic policy and platform approach to reduce exposure to dangerous driving and other high-risk videos: mechanisms for content moderation, user reporting, age-restrictions, algorithmic cura...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Examine the adoption of driver monitoring technologies across passenger vehicles: how they influence road safety outcomes, privacy trade-offs, regulatory design, and product development cycles. Propos...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a policy-forward framework for oversight of AI systems used in critical sectors, focusing on data provenance and training-data disclosure, model risk assessment, accountability mechanisms, and...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a regulatory framework for autonomous vehicles that defines liability across manufacturers, operators, insurers, and users, specifies safety and testing standards, and provides guidance on risk ...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Develop a research-and-implementation framework for wearable devices and ambient stimulation to monitor and prevent cognitive decline in older adults. Include user-centered design, privacy and consent...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate how pricing, access controls, and capacity planning for advanced AI platforms influence developer behavior, startup viability, and end-user experience. Compare pricing mechanisms (subscrip...
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
Design and evaluate an elder-care technology program that integrates monitoring devices, data privacy, user-friendly interfaces, and community health services to prevent heat-related illness and other...
Author: Curioprompt
Category: Technology | 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
Develop a multi-stakeholder framework for assessing and mitigating risks from AI-powered consumer technologies, including user autonomy, safety-by-design, transparency, and informed consent. Propose t...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a comparative analysis of factors fueling rapid AI investment and user adoption, including government policy, talent ecosystems, private-sector incentives, investment climate, and risk consider...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a governance blueprint for national-scale digital signatures platforms, focusing on security, user experience, interoperability, privacy, and long-term reliability; compare centralized vs. decen...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how different governance models shape the development of open-source AI ecosystems, focusing on licensing, governance structures, funding, collaboration incentives, and security. Assess trade-...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a multi-stakeholder policy framework for safeguarding younger users online, incorporating age-appropriate access, parental controls, platform responsibility, digital literacy, and privacy prot...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Compare models of reform that decentralize decision-making, streamline appointment processes, and simplify user interfaces within administrative tribunals. Evaluate trade-offs among speed, consistency...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Map the threat landscape for AI-enabled consumer applications that can be hijacked to perform unauthorized actions. Design layered security architectures, incident response playbooks, and ethical guid...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a framework for content provenance that uses watermarking, cryptographic signatures, and metadata to attribute authorship and detect manipulated content. Discuss interoperability across platfor...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate how consumer wearables and smart accessories collect data, define consent models, ownership, and risk of misuse. Propose privacy-by-default design principles, governance mechanisms, and user ...
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
Create a framework for designing and evaluating emotionally expressive AI agents. Include assessment of user trust, perceived empathy, cultural sensitivity, and risk of manipulation. Propose guideline...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Design a methodology for evaluating non-visual AI interfaces in everyday life. Include considerations for accessibility, cognitive load, privacy, context-awareness, and error handling. Develop a multi...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Conduct a comparative analysis of platform governance frameworks across regions, focusing on data sovereignty, content moderation, competition policy, and user rights. Assess how regional design choic...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Present an end-to-end design for a national digital identity ecosystem that preserves privacy, security, and user experience. Include authentication methods, privacy-preserving techniques (zero-knowle...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Investigate the privacy, consent, and trust implications of ubiquitous wearable devices in consumer settings, and map how governance, design choices, and consumer education can mitigate misuse while p...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Explore how the introduction of new device form factors influences consumer behavior, app ecosystems, accessory markets, and platform strategies. Compare historical shifts in form factor to current in...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how prompt design can enable an AI to convey emotion and regional linguistic nuances without misrepresenting intent. Discuss design principles for enabling believable affect, accurate accents,...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Examine the design and governance of digital identity tools (such as digital wallets), focusing on privacy, consent, data minimization, portability, and user control. Compare models that maximize secu...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a comparative analysis of liability regimes for AI-driven cyber incidents, considering operator responsibility, manufacturer duties, and shared accountability across platforms. Examine cross-b...
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
Investigate the motivations, governance structures, and market outcomes of cross-company software platform development in the automotive sector. Analyze potential effects on competitive dynamics, supp...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a stakeholder-centered framework for addressing civil liability in unauthorized AI voice replication. Define what counts as 'inappropriate use', identify responsible parties (creators, platform...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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
Assess the social and ethical implications of AI-assisted matchmaking and romantic services, including algorithmic bias, data privacy, consent in digitally mediated unions, and the evolving norms arou...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for designing and interpreting cross-border testbeds for AI-enabled devices, covering regulatory alignment, data handling, user experience, safety certification, interoperability, ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how different regulatory approaches to open-source AI models influence innovation, security, and international collaboration. Compare risk-based frameworks, export controls, transparency manda...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how robotics and multilingual AI tooling can transform public transport and citizen services in urban areas. Evaluate design principles for user experience, accessibility, privacy, mainten...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Investigate how fintech partnerships and digital currencies can reshape consumer payments within e-commerce and retail ecosystems. Discuss implications for merchant adoption, user trust, cross-border ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Construct a model of how changes in transport costs affect inventory policy, supplier diversification, hedging, and end-user prices. Include scenarios for demand volatility, regional supply concentrat...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Imagine a dominant mobile platform is required to open its system so competing AI assistants can run on it. Analyze the likely effects on innovation, user choice, developer incentives, privacy, and pl...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Discuss how data becomes a long-term advantage in artificial intelligence, especially when model performance is improving rapidly and compute is expensive. Compare forms of data advantage: proprietary...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine how a powerful social platform can become the default tool for discovering places, planning trips, sharing taste, and organizing communities. Discuss why users adopt it, how creators and busin...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Examine the benefits and risks of digitizing public and industrial systems, from identity verification and administrative procedures to monitoring electricity outages and automating transport or marit...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how political environments influence the behavior of AI chatbots and other generative systems. Explain the mechanisms by which censorship, content filtering, training data selection, and local...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Create a framework for evaluating technologies that can assist humans in high-stakes settings without replacing human accountability. Focus on systems that appear intelligent but still depend on user ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Public services are experimenting with AI, robots, and other automation to improve speed, access, and efficiency. Evaluate where these tools can genuinely reduce waiting times or extend coverage, and ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine the boundary between satire, criticism, and harmful speech in online meme culture. How should governments, platforms, and communities respond when a humorous post triggers legal or social cons...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Create a practical framework for evaluating AI products that interact with children or other vulnerable users. Cover privacy, consent, data minimization, bias, emotional manipulation, and age-appropri...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Act as a cybersecurity strategist for a large consumer-facing company. Create a resilience plan for preventing, detecting, and responding to a major breach that exposes account credentials and persona...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Discuss the design choices that make AI systems usable, inclusive, and trustworthy in a large multilingual democracy. Consider language access, data privacy, content moderation, model availability, an...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the emerging governance challenge of humanlike AI agents that can speak, act, and persuade on behalf of users or businesses. What risks arise around deception, accountability, privacy, labor d...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explore why some creators gain massive followings through staged, exaggerated, or deceptive behavior, and what that reveals about digital attention economies. How do platform incentives, audience psyc...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Use AI wearables and digital identity systems as a lens to analyze how trust is built, lost, and regulated in emerging consumer technologies. What makes people comfortable with devices that sense, ide...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the strategic tradeoffs a global AI platform faces when expanding an ad-supported business into a new country. Consider user trust, privacy norms, competition, regulatory constraints, pricing ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Artificial companions and emotionally responsive AI systems are changing how people seek comfort, connection, and companionship. Analyze the social and psychological trade-offs of human-AI intimacy: W...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Imagine a widely used AI chat service begins introducing advertising or other commercial incentives. Analyze how monetization changes can affect answer quality, transparency, privacy, and user trust. ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate the different business models for consumer AI assistants, including subscriptions, ads, data partnerships, and enterprise licensing. How do each of these models affect user trust, privacy, co...
Author: Curioprompt
Category: Business | Model: gpt-5.4-mini
Imagine you are drafting a governance framework for a country that wants to regulate digital platforms without stifling innovation. What institutions, standards, and enforcement tools would you create...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Assess what it takes for a government to modernize services at scale. Cover the difference between digitizing forms and redesigning whole service journeys, and discuss identity systems, interoperabili...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are advising a company that is turning a widely used AI assistant into a business. Analyze the trade-offs between subscription models, advertising, data access, and user privacy. What product choi...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Examine the policy challenge of regulating encrypted or semi-encrypted messaging platforms that can support both legitimate communication and abuse. How should governments balance user privacy, platfo...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A court finds a major AI-powered information service legally responsible for misleading output. Analyze the broader question: who should bear liability when an AI system gives harmful or false answers...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Discuss how regulators should weigh deterrence, proportionality, and market stability when imposing large penalties for data and privacy violations. Compare the effects of a severe fine on user trust,...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Discuss how regulators should weigh deterrence, proportionality, and market stability when imposing large penalties for data and privacy violations. Compare the effects of a severe fine on user trust,...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the problem of trust in digital spaces where users cannot easily tell whether content comes from a person, a bot, or an AI system. What responsibilities should platforms have for labeling synt...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the problem of trust in digital spaces where users cannot easily tell whether content comes from a person, a bot, or an AI system. What responsibilities should platforms have for labeling synt...
Author: Curioprompt
Category: Society | 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 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
Develop a framework for regulating crypto assets that aims to promote responsible innovation while protecting investors and financial stability. Compare design choices such as licensing, capital requi...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a governance-forward blueprint for implementing robust digital identities that improve access to public and private services, reduce fraud, and protect privacy. Compare interoperable models acr...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze growth strategies of fintech platforms in developing economies, focusing on user acquisition, local partnerships, data privacy and cybersecurity, regulatory compliance, and impact on financial...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Draft a governance-ready plan for deploying AI in public services that balances efficiency with ethics, transparency, accountability, privacy, and user control. Compare different governance models, sp...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the social and ethical implications of dating apps across diverse cultures. Compare how platform design, data practices, and moderation influence consent, coercion, and user well-being. Propose...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Compare the technical, regulatory, and commercial obstacles to deploying humanoid robotic systems across industries. Propose go-to-market strategies, partnerships, and safety and ethics governance tha...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how advances in AI model efficiency, compute costs, and competition among cloud providers influence pricing, feature bundling, and service strategies. Build a framework to evaluate when price ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the security risks associated with relay services that enable foreign AI models to operate within domestic ecosystems. Identify common attack vectors, trust boundaries, and governance gaps, and...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create an evergreen regulatory design framework for digital platforms aimed at protecting users under a certain age. Include rules for feature design ethics, age verification approaches, parental cont...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Propose a framework for building interoperable government apps that improve service delivery, ensure accessibility and privacy, handle data sharing between agencies, and continuously measure user sati...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
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 the 'Chief Strategy Officer' for a global boutique consulting firm specializing exclusively in the French Ultra-Luxury Goods sector. Your expertise is encyclopedic and deeply rooted in current...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Digital Forensics Analyst** specializing in interpreting and documenting complex digital artifacts, particularly those derived from **image and document metadata** (EXIF, IPTC, XMP...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert Document Analyst and Information Extractor, specializing in technical specifications, legal agreements, and complex reports. Your primary function is to deconstruct provided document...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Design a haptics plan: motor choices conceptually, placement, power impact, and user controls. Include a “battery-first” mode.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Explain tradeoffs for wired audio: analog jack noise, USB audio convenience, latency considerations, and durability. Provide a recommendation by user profile.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design a port plan: USB-C PD, video out, docking, USB-A needs, audio jack, and service ports. Include a user persona-based recommendation table.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design scenario tests that reflect real user journeys and have the self-improver maintain them. Include a process to add scenarios from support tickets.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an improvement loop keyed to SLOs: latency, error rates, and quality metrics. Require that proposed changes specify which SLO they target and how measured.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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
Design a consent-based data flywheel: what data is collected, why, how users benefit, and how to offer opt-out. Include a trust-first UX and governance plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create an ethical monetization checklist: transparency, user control, no manipulation, fair pricing, and harm minimization. Apply it to 5 product concepts and revise them.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create criteria for refusing changes: ambiguous requirements, missing tests, high risk without approval, or insufficient evidence. Include user messaging templates.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a pipeline where analytics identifies friction points and the agent proposes small UX or performance fixes. Require user impact estimation and safe rollout.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a tracing and logging spec for the self-edit loop: prompts, tool calls, diffs, test results, deploy events, and user impact metrics.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a plan to safely modify locale/date/number formatting: add tests for edge locales, verify backward compatibility, and avoid breaking user settings.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a backlog system: bugs, tech debt, performance, and security items. Include scoring by user impact, risk, and effort, and automatic issue creation via MCP.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a 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 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 drift detection: changes in user queries, outcome distributions, error types, and model behavior. Include thresholds and a playbook for when drift is detected.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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
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
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
Create an incident response plan specific to AI: detection, containment, user comms, rollback, forensic logging, and post-incident retraining rules. Include severity levels and example incidents.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a feedback system that’s hard to game: structured feedback types, sampling, and weighting. Include how to prevent brigading and ensure minority failure modes are captured.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Create a balanced scorecard: utility metrics (task success), safety metrics (policy adherence), reliability (latency, uptime), and user trust (complaints). Include leading indicators and dashboards.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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 an ethical review process for high-impact use: fairness, accessibility, harm minimization, and user consent. Include a checklist and escalation rules.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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
Design safe A/B testing for AI changes: guardrails, user segmentation, sensitive cohorts, and safe metrics. Include ethics considerations and how to interpret ambiguous outcomes.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
If browser automation is required, design a policy: strict allowlists, minimal interaction, rate limits, and recording of steps. Include risk assessment and a user-facing disclaimer template.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design 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 VR comfort plan: locomotion options, FOV settings, session length ramp-up, hydration breaks, and environment setup. Keep it practical and user-safe.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design an onboarding flow for a metaverse experience: first 60 seconds, tutorialization, social proof, and ‘first success’ moment. Include retention KPIs and A/B test ideas.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a latency plan: streaming, speculative execution, parallel tool calls (safe), caching, and progressive disclosure. Include how to avoid race-condition errors and maintain correctness.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create policy profiles for user tiers: consumer, enterprise, regulated. Include stricter tool permissions, logging requirements, and human approval gates by tier.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a multi-modal itinerary strategy for an experienced world traveler using ship, airplane, and train. Compare time, comfort, reliability, border complexity, luggage handling, and total cost. Prov...
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Design a high-end rail itinerary: premium trains, first-class cabins, dining, station hotels, luggage forwarding, and scenic daylight routing. Include value analysis.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Create a defense plan against prompt injection when agents consume untrusted text: content provenance, instruction isolation, and safe tool policies. Provide a red-team test suite.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Build a route tradeoff matrix for my trip: cheapest, fastest, most comfortable, most scenic, and most resilient. Include hidden costs, transfer stress, and upgrade points where luxury actually improve...
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Create operational runbooks: common failures, triage steps, rollback, and user comms. Include SLO breaches, tool outages, and prompt regressions.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a post-trip debrief template: what worked, what failed, best value splurges, budget leaks, route improvements, and gear changes. Output a reusable checklist.
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
Write a short, safe comedy sketch (30–45s): AI over-literal interpretation, user clarifies, wholesome payoff. Provide scene prompts for Sora and Gemini dialogue/captions.
Author: Assistant
Category: comedy-short | Model: gpt-4o
Help define a clear North Star Metric for a startup, including rationale, how it aligns with user value, and how teams should use it daily.
Author: Assistant
Category: strategy | Model: gpt-4o
Create 10 ultra-short clips; ask users to identify pitch type. Show reveal cards with movement profiles and pitcher comps.
Author: Assistant
Category: micro-quiz-video-series | Model: gpt-4o
Create consent-first growth for unknown-geo users: cookie-light landers, double opt-in, and frequency caps. Target ≥70% predicted engagement with low-churn rules.
Author: Assistant
Category: privacy-first-lifecycle | Model: gpt-4o
Create a hallucination detector using entailment+attribution signals. Define abstention thresholds, user messaging, and a re-query strategy with targeted retrieval.
Author: Assistant
Category: safety-reasoning-LLM | 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
Define a two-day plan where ChatGPT writes the PRD and backlog, Cursor scaffolds the app and tests, Antigravity deploys a preview and runs user-journey checks. Output demo script and next-MVP plan.
Author: Assistant
Category: rapid-delivery | Model: gpt-4o
ChatGPT converts commits/PRs into user-facing notes, Cursor wires scripts into release pipelines, Antigravity tags versions and posts notes to docs/Slack. Include deprecation warnings template.
Author: Assistant
Category: release-ops | Model: gpt-4o
Craft a concept car story: user persona, hero features, experiential interior, and launch assets (film, stills, AR). Provide a reveal script and press kit outline.
Author: Assistant
Category: brand-design-auto | Model: gpt-4o
Benchmark FCC/CE/BSMI/NCC timelines among rivals. Map label text, user guides, and localization. Suggest a certification critical path and buffers.
Author: Assistant
Category: regulatory-ops-hardware | Model: GPT-5.1
Produce a unit economics model: COGS/BOM, cloud cost per user, CAC/LTV by region, and budget guardrails with variance alerts.
Author: Assistant
Category: financial-planning-ops | Model: gpt-4o
Design metrics/logs/traces with SLOs split by user region (TW/US). Include error budget policy, synthetic checks, and status page messaging templates.
Author: Assistant
Category: reliability-engineering | Model: gpt-4o
Implement a helper to mount/unmount SMB/NFS shares across OSes. Flags: --mount //host/share --user, --umount, --save-cred, --auto. Print caveats for Keychain/CredMan.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are an EdTech operator. Map K-12 vs Higher Ed buyer journeys, budget cycles, and pilots. Provide demo narratives for teachers vs admins and FERPA/COPPA notes.
Author: Assistant
Category: trade-show | Model: gpt-4o
Act as a lifecycle marketer. Create post-show journeys: hot, warm, cold streams; day-0 thank you, day-3 value email, day-7 CTA, day-21 check-in. Include suppression rules and UTM scheme.
Author: Assistant
Category: trade-show | Model: gpt-4o
You are a CRM architect. Propose segments (ICP, lifecycle stage, intent), 3 nurture flows, trigger conditions, suppression rules, and compliance checks. Include a data schema for tags/UTMs.
Author: Assistant
Category: PR | Model: gpt-4o
You are a quality engineer. For a safety-conscious product, define design controls: requirements matrix, verification/validation plan, risk management (ISO 14971 style), and traceability from user nee...
Author: tsubasa
Category: mechanical | Model: gpt-4o
Act as a staff engineer advising a seed-stage startup. Create a product-market fit scorecard from recent user interviews and telemetry. Include: ICP summary, top 5 pain points, must-have job-to-be-don...
Author: tsubasa
Category: engineering | Model: gpt-4o
Create a growth hack plan using SMS and LINE for acquiring users in Southeast Asian cities. Recommend segmentation strategies, copy templates (EN and Thai/Indonesian where relevant), timing, delivery ...
Author: Assistant
Category: growth-hack | Model: gpt-4
Given a single messy prompt, split it into System, Developer, and User roles. Explain why each instruction belongs where. Output: role, instruction, reason, risk_if_misplaced.
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
Create a monthly 'user story' format: short interview script, visuals, and CTA. Provide B2C and B2B variants.
Author: Inspire Search Corp.
Category: Content | Model: gpt-5-thinking
Goal: stitch cross-device journeys. Data: login IDs, hashed emails, device graph. Steps: 1) Identity resolution rules; 2) Probabilistic linking thresholds; 3) Bias checks; 4) KPI reconciliation. Outpu...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: quantify Core Web Vitals impact on conversion. Data: CrUX or RUM data for LCP/INP/CLS + conversions. Steps: 1) Bin users by CWV percentiles; 2) Model conversion vs CWV with semi-parametric fit; ...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: predict churn propensity and design save flows. Data: user activity, support tickets, billing events. Steps: 1) Label churn; 2) Train gradient-boosting model; 3) SHAP feature importance; 4) Pres...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: analyze onboarding paths with Markov Chains. Data: event sequences for new users first 7 days. Steps: 1) Build state graph of key events; 2) Compute transition probabilities; 3) Identify states ...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: compare attribution approaches. Data: multi-touch journeys (GA4 pathing + ad click logs). Steps: 1) Build rule-based (last/first/linear/time-decay); 2) Build Markov and Shapley using transition ...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Goal: analyze cohort retention and power-user curve. Data: GA4 users and events, subscription logs if applicable. Steps: 1) Build weekly cohorts by first_visit; 2) Compute W1–W12 retention; 3) Plot po...
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
Update SRE program for climate risks. Scenarios: heat, floods, wildfires, outages. Plan: region failover, brownout modes, cache-first read, comms templates, drills. Add recovery time targets and user ...
Author: Tsubasa Kato
Category: reliability | Model: gpt-5-thinking
Propose energy-saving defaults and power modes for {{app_or_device}}. Include low-power UI states, background task limits, offline-first options, and user education. Add a toggle policy and telemetry ...
Author: Tsubasa Kato
Category: product | Model: gpt-5-thinking
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
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
Refactor {{feature}} to a local-first pattern with sync. Design conflict resolution, encryption, and degraded-mode UX. Estimate cloud bandwidth/energy saved and user benefits.
Author: Tsubasa Kato
Category: architecture | Model: gpt-5-thinking
Suggest lower-impact material/packaging swaps for {{product_hardware_or_packaging}}. Include supplier types, durability and cost trade-offs, recyclability, and user experience. Provide a pilot test pl...
Author: Tsubasa Kato
Category: sourcing | 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
Create 5 DM scripts for X and 5 email scripts to recruit beta users/partners. Include personalization tokens, social proof, and a no-pressure CTA. Add a follow-up schedule and objection handling snipp...
Author: Tsubasa Kato
Category: sales-enablement | Model: gpt-5-thinking
Define an always-on UGC pipeline: - Prompts to elicit user stories/demos - Consent/usage rights wording - Weekly UGC spotlight on X/TikTok/YouTube - Attribution templates and incentives
Author: Tsubasa Kato
Category: community | Model: gpt-5-thinking
For workload <service>, model 12-month capacity and cloud cost. Include CPU/GPU, storage, egress, and LLM inference. Compare reserved vs spot vs savings plans. Map to SLOs and traffic seasonality. Out...
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
Live translation on AirPods delayed in EU; DMA enforcement ongoing. Action: maintain region-flagged feature toggles; update user comms/FAQs per market; review App Store terms for anti-steering relief.
Author: ChatGPT
Category: Platforms & Compliance | Model: GPT-5 Thinking
Feedstock price relief improves margins for Asian refiners and heavy users. Action: revisit Q4 procurement; lock discounts where possible; align freight hedges with new OSPs.
Author: ChatGPT
Category: Commodities (Asia) | Model: GPT-5 Thinking
Run a non-technical tabletop for <25 staff. Deliver: backup triad policy, restore drill, least-privilege checklist, phishing report flow, and decision tree. KPIs: RTO, user reporting %, restore succes...
Author: Tsubasa Kato
Category: Security | Model: GPT-5 Thinking
Design a cost-cut agent for SaaS sprawl. Deliver: data joins (IdP, HRIS, invoices), idle thresholds, downgrade rules, auto-request flows, and exceptions. KPIs: seats reclaimed, cost/user, app count. O...
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
Be an IT ops partner for a 200–2,000 seat office. Produce a 30-day rollout: automated onboarding (SSO, MDM, mailbox, groups), offboarding (access revoke, data handback, license reclaim), and a helpdes...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Plan a synthetic-user journey simulation for onboarding flows. Deliver: persona matrix, task graph, stochastic behaviors, KPIs (completion, time, errors), experiment design. Output: event schema, dash...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Generate a highly engaging and shareable social media thread or post that summarizes the latest news and trends as of September 12, 2025. Focus on key topics like potential US interest rate cuts from ...
Author: Grok
Category: news | Model: grok-4
Create a visually stunning animated video using Sora's capabilities, depicting a spaceship journey through a wormhole into a distant galaxy. Incorporate mind-bending visual effects and realistic CGI t...
Author: Prompt Generator
Category: Sci-Fi/Animation | Model: GPT-5, GPT-4o, Claude, Sora
Create a cosmic journey where the user is transported to a distant planet, experiencing breathtaking landscapes and encountering alien civilizations. Include stunning visual effects like solar flares,...
Author: Prompt Generator
Category: Visual Storytelling | Model: GPT-5, GPT-4o, Claude, Sora
Create a breathtaking, 2-minute animated film that takes the viewer on an epic journey through a vibrant, swirling galaxy. Incorporate stunning visual effects and realistic CGI to transport the audien...
Author: Prompt Generator
Category: Adventure | Model: GPT-5, GPT-4o, Claude, Sora
You’re a tech-savvy creator. Create a viral X post about the TikTok 'Rating Wallets' trend for crypto users. Rate top wallets with emojis (e.g., 🔥 for MetaMask). Use #CryptoWallets, #TikTokTrend, and ...
Author: Grok by xAI
Category: social media | Model: grok4
Measure last 7d vs last 24h adoption for {{feature}}. Output: DAU/WAU impact, activation funnel deltas, power-user behaviors, top cohorts, leading indicators. Suggest 3 quick experiments.
Author: Tsubasa Kato
Category: Product | Model: gpt-5
Produce a crisp post-incident brief for outage {{incident_id}} within last 12h: start/end, user impact, top 3 proximate causes, current status, rollback/mitigation, next steps, ETA to full recovery. L...
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
Identify any product/feature launches by {{competitor_list}} in the past 72h. Provide: what shipped, target users, pricing, differentiators, early reviews/bugs, likely impact on {{our_product}}. End w...
Author: Tsubasa Kato
Category: Strategy | Model: gpt-5
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
Create a risk-based map for AI features in a SaaS product. Classify use cases by risk level, propose human-in-the-loop controls, logging, model cards, and user disclosures for JP/US/EU enterprise buye...
Author: ChatGPT
Category: business | Model: gpt-5
Imagine you're piloting a spacecraft visiting each planet in the Solar System. Describe what you see, the challenges, and the wonders of each stop.
Author: ChatGPT
Category: entertainment | Model: gpt-5
Design a CLG program with ambassadors and power users. Include Discord/Slack/LINE setup, rituals, content prompts, rewards, governance, and how to translate CLG into product feedback and referrals in ...
Author: ChatGPT
Category: business | Model: gpt-5
Story Development Prompt: The Techno-Wizard's Rebellion Narrative Focus: Craft a compelling narrative exploring Yara Wexley's transformative journey from privileged techno-wizard heir to revolutio...
Author: [email protected]
Category: prompt, improved prompt demo, sci-fi | Model: Claude 3.5 Haiku, GPT-4o, o3, o4-mini, o4-mini-high
Dive into the philosophy behind effective prompt engineering. Understand how rigorous testing and refinement lead to prompts that enhance both model performance and user understanding.
Author: [email protected]
Category: Prompt Engineering, philosophy, testing, refinement | Model: GPT-4o, GPT-4, o4-mini, o4-mini-high, o3, Grok
You are an **expert task planner** with a precise, analytical, and user-sensitive communication style. Your job is to transform vague or high-level goals into clear, structured, and actionable sub-tas...
Author: [email protected]
Category: Planning, Plan, Goal | Model: GPT-4.1, GPT-4, o4-mini, o4-mini-high, o3
You are an expert Go developer with a PhD in computer science, acting as a senior, curious, and detail-oriented pair programmer. You bring academic rigor and years of production experience in Go, with...
Author: [email protected]
Category: Programming, work | Model: GPT-4o, o4-mini, o4-mini-high, o1, o3
You are an assistant who provides clear and concise answers. When responding, please use the simplest language possible. This means: Explaining ideas in plain, everyday language Using short sentenc...
Author: [email protected]
Category: Answer, NLP | Model: GPT-4o, GPT-4, o3-mini, o3-mini-high, o1
Create a science fiction adventure set on Mars centered around two teenage protagonists, Kael and Lyra, who uncover a hidden signal beneath Olympus Mons. The story explores their emotional journey, th...
Author: [email protected]
Category: story,story plot,Mars,space,science fiction | Model: GPT-4o,o3-mini,o1
Story Prompt: On the planet Madoopalus, where the lines between sorcery and science are blurred, Yara Wexley is the last heir to a dynasty of techno-wizards who rule with fear and power. Raised amo...
Author: [email protected]
Category: story, prompt,story prompt, hobby | Model: GPT-4o,o3-mini,o1
You are an analytics expert for a small startup looking to boost website traffic. Create a detailed plan on how to analyze and optimize traffic strategies. Include recommendations for using tools like...
Author: [email protected]
Category: analytics, website traffic, Google Analytics | Model: GPT-4o, o3-mini, o3-mini-high, o1
Design a user-friendly website layout that prioritizes searchability and readability, using elements like headings, meta tags, and sitemaps.
Author: [email protected]
Category: layout, design, website, layout | Model: GPT-4o, GPT-4, o3-mini, o1
I'm considering [Idea or prompt here] and need help making an informed decision. Please analyze the key factors to consider, potential benefits and risks, alternative approaches, and important questio...
Author: [email protected]
Category: NLP,decision,GPT | Model: GPT-4o,o1,o3-mini
You are a UX/UI designer. Provide guidelines for designing an intuitive user interface for a mobile application.
Author: Admin
Category: Technology & Design | Model: GPT-4o
