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Showing results for "public-sources"

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Event Safety and Crisis Response

Analyze how cities, venues, and organizers design comprehensive safety strategies for large public events, balancing security protocols with civil liberties, emergency communications, crowd management...

Tags: public-safety, risk-management, topical

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Immigration Policy and Local Governance

Compare how different jurisdictions balance immigration enforcement with civil rights, access to services, and community integration. Examine how local policing practices, sanctuary-like policies, and...

Tags: policy, immigration, topical

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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AI in Health and Aging

Explore how large-scale biological data and AI analytics enable improved aging predictions, disease risk stratification, and preventive health strategies. Compare data governance, privacy, and accurac...

Tags: health, bioinformatics, data governance, aging, ai

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Urban Heat Resilience

You are a policy designer. Develop a comprehensive, evergreen framework for reducing heat-related illness and productivity losses in urban environments by integrating green infrastructure, building st...

Tags: policy, topical, urban-planning

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Hate crimes and urban policy

In urban settings, hate-motivated incidents challenge social cohesion and trust in institutions. Develop a policy and analytical toolkit for cities to monitor, report, and prevent hate crimes, while e...

Tags: hate-crimes, public-safety, policy, community

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Immigration Policy Design

Analyze how a country’s immigration pathways and permanent-residency rules influence labor-market stability, aging demographics, social cohesion, and public services over the long run. Compare instrum...

Tags: immigration, policy, labor-market, demographics

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Heat Risk Resilience

Design a multi-faceted plan for cities to adapt to increasing heat risk. Assess urban design interventions (cooling, shading, green spaces), health-system readiness (surveillance, hospital capacity), ...

Tags: heat, public-health, climate-change, urban-planning

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Robots Crossing Boundaries

Imagine a robot that can move through air and water with the agility of a small bird. Explore how multi-environment robots could be used in real-world settings such as disaster response, ecological mo...

Tags: robotics, engineering, autonomy, drones, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Memory, History, and Power

Monuments, museum exhibits, documentaries, and civic narratives all influence how societies understand race, citizenship, and national identity. Analyze the politics of historical interpretation: who ...

Tags: history, publicmemory, civics, race, media

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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AI Competition Without Borders

A wave of increasingly capable AI models is lowering the cost of building products, but it is also intensifying competition across countries and companies. Analyze how cheaper AI models can reshape st...

Tags: ai, startups, competition, globaltech, platforms

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Space Race Beyond Governments

Analyze the rise of private space launch activity as a case study in how a country expands beyond a state-run space program. What roles should public agencies, startups, universities, and hospitals or...

Tags: space, startups, launches, research, aerospace

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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The Politics of Public Spending

You are advising a finance ministry trying to reduce deficits without triggering economic stagnation or social backlash. Build a rigorous analysis of how governments should review public spending, tax...

Tags: budget, tax, subsidies, deficit, fiscal-policy

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Rethinking End-of-Life Law

Act as a comparative public-policy analyst studying laws that legalize assisted dying for adults. Explain the ethical arguments on both sides, the safeguards that lawmakers typically build in, and the...

Tags: ethics, healthcare, law, autonomy, bioethics

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Open Source as Strategy

Analyze when open-source strategy helps a company or country close a technology gap with stronger rivals. Compare the tradeoffs between openness and control across areas like AI models, developer ecos...

Tags: open-source, ai, platforms, competition, ecosystems

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Demography Meets Policy

Analyze the economic and social consequences of rapid population aging in a large middle-income country. Explain why governments may keep encouraging births even when fertility recovery is unlikely, a...

Tags: aging, demography, labor, pensions, public-policy

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Indigenous innovation pathways

An underrepresented community forms a team to compete in a highly technical international arena. Analyze what barriers such teams typically face, including funding, mentorship, infrastructure, languag...

Tags: education, stem, inclusion, indigenous, innovation

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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AI governance in public life

Governments and regulators are increasingly using artificial intelligence in advertising oversight, fraud prevention, healthcare, and business automation. Evaluate the central policy questions: when s...

Tags: ai, regulation, governance, fraud, transparency

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Trust in Institutions

Analyze why trust in major institutions rises or falls when they handle scarce opportunities, student demands, corruption allegations, or high-profile public works. Compare the role of transparency, d...

Tags: trust, institutions, education, accountability, governance

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Building Scientific Capacity

Analyze how a country can build durable scientific capacity by combining three elements: ambitious research infrastructure, recognition and retention of talent, and strong public institutions that sup...

Tags: science, research, innovation, institutions, talent

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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AI for Public Services

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 ...

Tags: technology, ai, automation, public-services, accessibility

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Robotics AI Strategy

You are advising a government or industrial consortium that wants to build a national advantage in robotics using AI, advanced chips, and physical systems. Design a strategy that balances compute inve...

Tags: ai, robotics, industrial-policy, semiconductors, automation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Cities Under Heat Stress

Act as a policy analyst and design a heat-resilience plan for a dense European city where many residents live in rented housing and cannot easily retrofit their homes. Address building standards, shad...

Tags: climate, public-health, housing, cities, adaptation

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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Policing Power and Liberty

Evaluate the case for expanding federal police powers in a constitutional democracy. Identify the public-safety problems such powers are meant to solve, then weigh them against the risks of overreach,...

Tags: policing, civil-liberties, democracy, security, law

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Fiscal Reform Under Pressure

Act as a policy analyst asked to redesign a national budget process that is under pressure from debt, inefficient tax breaks, and rising demands on public services. Identify why budget systems become ...

Tags: budget, debt, taxes, public-finance, reform

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Preserving Vanishing Media

A community discovers that many old films, recordings, or visual archives are deteriorating and must be saved before they disappear. Analyze the cultural, technical, and financial choices involved in ...

Tags: heritage, archives, memory, preservation, culture

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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Designing AI Governance

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...

Tags: ai, governance, regulation, policy, risk

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Scaling Frontier Deep Tech

Analyze the conditions that help frontier technologies—such as artificial intelligence, advanced manufacturing, and fusion energy—move from promising prototypes into durable industrial advantages. Com...

Tags: deeptech, innovation, industrial-policy, r&d, startup

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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When Courts Shape Elections

Analyze the democratic risks and benefits when courts decide whether a major political figure can stand for office. In your answer, consider the role of appeal processes, equality before the law, publ...

Tags: elections, courts, democracy, rule-of-law, populism

Author: Curioprompt

Category: Politics | Model: gpt-5.4-mini

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Designing Safer Consent Laws

Imagine you are advising lawmakers who want to create a comprehensive legal framework to reduce sexual violence. What core principles should the law include, how should it balance victim protection wi...

Tags: law, gender, policy, justice, public-safety

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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When Growth Engines Stall

Use a country-level case study to examine what happens when the usual drivers of growth stop pulling in the same direction. Discuss productivity, immigration, investment, business confidence, and publ...

Tags: growth, productivity, immigration, investment, policy

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Regulating Emerging Tech

You are designing rules for new digital technologies that collect data, influence behavior, or serve children. Build a policy framework that balances innovation with privacy, transparency, accountabil...

Tags: ai, privacy, child-safety, regulation, digital-governance

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Competing for frontier talent

Design a strategy for attracting top-tier international AI and advanced-computing talent to a national innovation ecosystem. Consider the trade-offs between reducing bureaucracy, offering research fre...

Tags: talent, ai, innovation policy, immigration, research

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Culture in a Global City

Discuss how a society uses cultural achievement and public pride events to express identity, expand international visibility, and widen inclusion. Explore the role of major awards, diaspora participat...

Tags: culture, music, lgbtq, identity, soft-power

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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How States Nurture Film

Assess how a government can support a national film industry through subsidies, infrastructure, training, regulation, co-production incentives, and export promotion. What kinds of public intervention ...

Tags: film, policy, creative industries, subsidies, culture

Author: Curioprompt

Category: Business | Model: gpt-5.4-mini

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Identity Memory And Heritage

Explore how societies preserve identity through memory work: restored photographs, historical commemorations, art exhibitions, and heritage-centered cultural dialogue. What makes some forms of memory ...

Tags: heritage, memory, history, culture, art

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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How Innovation Meets Trust

Build an analysis of how societies should govern emerging technologies such as AI, engineered microorganisms, vaccines, and medical diagnostics. What kinds of regulation speed innovation without weake...

Tags: innovation, regulation, ai, biotech, public-trust

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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Who Owns a Neighborhood

Analyze the forces that drive neighborhood change: real estate pressure, tourism, cultural branding, rising rents, and shifting demographics. How do these forces affect local businesses, social ties, ...

Tags: gentrification, cities, housing, community, urban-policy

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Bias, Bodies, and Power

Examine how bias related to bodies, appearance, gender, class, or belonging can become normalized inside workplaces, media ecosystems, and public institutions. How do informal norms turn into gatekeep...

Tags: bias, discrimination, inclusion, media, institutions

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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What Grief Reveals

Create a thoughtful analysis of how grief affects public figures, families, and audiences when private loss becomes part of a public story. What do people need in order to speak about loss honestly, a...

Tags: grief, mental-health, media, empathy, public-life

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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How Culture Signals Change

Analyze how arts institutions, award ceremonies, and revived stage works can reflect broader cultural change. Consider questions such as: What does a nation tend to celebrate in its music and performa...

Tags: arts, music, theater, identity, awards

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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Platform Ads and Market Entry

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 ...

Tags: ai, advertising, platforms, market-entry, privacy

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Turning AI Hype Into Advantage

Analyze how AI-driven optimism influences business confidence, investment decisions, and competitive positioning. Then map the conditions under which AI becomes a real productivity advantage versus a ...

Tags: ai, business-strategy, productivity, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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When Technology Needs Guardrails

Powerful technologies can spread faster than the rules meant to govern them. Build a framework for AI governance that balances innovation, safety, national competitiveness, and public accountability. ...

Tags: ai, governance, regulation, policy, safety

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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The Politics of Public Memory

Nations often elevate historians, resistance figures, artists, and filmmakers to reinforce a shared story about who they are. Analyze how public memory is built through honors, monuments, and major cu...

Tags: memory, identity, monuments, film, history

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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Why Inclusion Becomes Strategic

A company or country may treat diversity, equity, and inclusion as a moral initiative at first, but later connect it to talent shortages, innovation, and long-term competitiveness. Analyze how workpla...

Tags: dei, workplace, talent, leadership, innovation

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Designing AI For Labor Shortages

A society is facing shortages in skilled professions such as surgery, elder care, inspections, and logistics. Analyze how AI tools can supplement human experts in these fields while preserving quality...

Tags: ai, automation, healthcare, labor, regulation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Why Housing Recovery Lags

Analyze why a housing market can remain weak even after policy support, lower rates, or public pressure to build more homes. Explore the roles of permitting, land availability, financing, labor shorta...

Tags: housing, construction, policy, supply-chain, real-estate

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Innovation From Lab to Market

Map the pathway from basic research to national competitiveness in fields such as AI, chips, and biomedical science. How do universities, public research institutes, private firms, and awards influenc...

Tags: innovation, research, universities, ai, biotech

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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Modernizing Social Rules

Explore how governments and communities update social rules when new risks emerge in work, transport, health, and public behavior. Use examples such as labor protection, substance enforcement, and roa...

Tags: regulation, labor, public safety, culture, community

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Culture Beyond Old Boundaries

Choose three social arenas—identity, work, and culture—and examine how each changes when traditional boundaries become less fixed. How do new generations, marginalized groups, and cultural institution...

Tags: identity, lgbtq, work, culture, social-change

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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From Rules to Real Impact

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 ...

Tags: ai, regulation, policy, governance, implementation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Growth Under Pressure

Analyze the forces that can push an economy into low-growth mode even without an outright recession. Consider household purchasing power, corporate restructuring, state budgets, energy costs, consumer...

Tags: growth, inflation, households, fiscal-policy, macroeconomics

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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How Innovation Gets Funded

Examine how financing structures shape innovation in capital-intensive industries like AI, robotics, and advanced hardware. Discuss the role of venture capital, state-backed funding, public listings, ...

Tags: funding, ipo, startup, innovation, capital-markets

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Heritage as a Growth Asset

A country with extensive underwater heritage can face a strategic choice: preserve sites as cultural assets, study them as scientific records, and develop them carefully for education and tourism. Exp...

Tags: heritage, archaeology, tourism, conservation, identity

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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How IPOs reshape control

Analyze how a very large initial public offering can reshape a company’s strategy, governance, and public expectations. Compare the trade-offs between fundraising, founder control, regulatory scrutiny...

Tags: ipo, fundraising, corporate-governance, markets, strategy

Author: Curioprompt

Category: Business | Model: gpt-5.4-mini

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When Automation Meets Mobility

Use the rollout of advanced driver-assistance systems as a case study in how emerging technologies move from novelty to public deployment. What kinds of evidence, oversight, road conditions, liability...

Tags: autonomy, mobility, safety, approval, robotics

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Trust in Global Oversight

Discuss how international oversight bodies build trust around complex environmental or nuclear issues. Use treated wastewater monitoring as a lens to explore the role of transparency, sampling standar...

Tags: nuclear, oversight, trust, environment, diplomacy

Author: Curioprompt

Category: Policy | Model: gpt-5.4-mini

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Status, Identity, and Power

Discuss how social status is assigned and contested through everyday institutions such as cuisine, education, family expectations, heritage narratives, and courts. Explore why some foods are labeled r...

Tags: identity, status, culture, family, inequality

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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AI Errors And Liability

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...

Tags: ai, liability, platforms, law, consumer-protection

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Building Social Trust

You are a sociologist and public-policy advisor. Analyze how communities rebuild trust after widely felt violence, abuse scandals, or public disorder. Discuss the roles of the justice system, policing...

Tags: justice, trust, public-safety, victims, institutions

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Building Social Trust

You are a sociologist and public-policy advisor. Analyze how communities rebuild trust after widely felt violence, abuse scandals, or public disorder. Discuss the roles of the justice system, policing...

Tags: justice, trust, public-safety, victims, institutions

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Harness Science for Society

Explore how basic science and extreme-environment research can produce unexpected benefits for medicine, technology, and industry. Use examples such as ancient DNA recovered from frozen material, spac...

Tags: research, innovation, basic-science, space, biotech

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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Harness Science for Society

Explore how basic science and extreme-environment research can produce unexpected benefits for medicine, technology, and industry. Use examples such as ancient DNA recovered from frozen material, spac...

Tags: research, innovation, basic-science, space, biotech

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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AI Governance in Practice

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...

Tags: ai, regulation, law-enforcement, governance, privacy

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Building an AI Talent Hub

You are tasked with explaining why one metropolitan area can become a much stronger magnet for AI jobs than comparable European cities. Break down the role of universities, venture capital, corporate ...

Tags: ai, talent, cities, innovation, workforce

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Adapting Work to AI

Imagine you are helping a company or public institution introduce AI tools across office work. Assess which tasks are most likely to be automated, augmented, or resisted, and explain how adoption chan...

Tags: workplace, automation, productivity, training, management

Author: Curioprompt

Category: Business | Model: gpt-5.4-mini

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Competing Over AI Sovereignty

Analyze the tension between global AI platforms and a country’s desire for technological sovereignty. How do concerns about dependency, market concentration, security, standards, and geopolitical alig...

Tags: ai, sovereignty, geopolitics, regulation, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Protecting Public Trust

Examine how high-profile violence or abuse cases affect trust in institutions. Analyze the roles of police, prosecutors, courts, political leaders, and victim support systems in either restoring confi...

Tags: justice, institutions, trust, accountability, safety

Author: Curioprompt

Category: Society | Model: gpt-5.4-mini

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Balancing AI Growth

Analyze why one urban center can attract far more AI opportunities than rival cities. Identify the ingredients that matter most: universities, capital, customers, regulation, quality of life, internat...

Tags: ai, talent, cities, innovation, competitiveness

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Space Capability as Policy

Analyze how an ambitious national space program can function as a strategic instrument to stimulate research funding, spur high-tech industry growth, train the next generation of engineers, and bolste...

Tags: space-policy, technology, policy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Immigration and National Image

Evaluate how large-scale immigration and cultural exchange influence labor market dynamics, public sentiment, and the national image abroad. Develop policy options to balance welcoming programs with i...

Tags: immigration, demographics, culture

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Imperial Law in Modern Governance

Examine how debates about the imperial household and succession laws interact with democratic governance, constitutional checks and public trust. Compare models from other constitutional monarchies an...

Tags: constitutional-law, monarchy, reform

Author: Curioprompt

Category: Governance | Model: gpt-5-nano

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Public-Private AI Partnerships

Discuss models for government–industry partnerships in AI that balance open innovation with security and ethics, including governance, funding, IP sharing, and risk management across borders.

Tags: ai, public-private, governance, cross-border

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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AI Disclosure in Broadcasting

Develop and critique frameworks for transparent disclosure, verification, and accountability when AI tools participate in news production or distribution, including standards for source attribution, b...

Tags: media, ai-ethics, transparency, disclosure

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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High-Risk Industry Safety Governance

Draft a comprehensive governance model for safety oversight in high-risk industries. Outline accountability from operators to regulators, specify incident reporting pathways, propose independent inves...

Tags: safety, regulation, incidents, governance

Author: Curioprompt

Category: Policy | Model: gpt-5-nano

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National Data Governance for AI

Create a comprehensive national data governance blueprint for AI-enabled economies. Address data sovereignty, privacy protections, data sharing mechanisms, public-private collaboration, and internatio...

Tags: data, ai, privacy, governance

Author: Curioprompt

Category: Policy | Model: gpt-5-nano

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Digital Identity in Public Services

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...

Tags: digital-identity, privacy, security, egov

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Public Debt and Policy Trade-offs

Construct a decision framework for evaluating debt relief, toll write-off policies, and intergovernmental financing in large-scale infrastructure programs. Include equity considerations, impact on ser...

Tags: fiscal-policy, infrastructure, debt, equity

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Public Utilities in Renewables

Compare governance models for state-owned energy entities pursuing renewables, outline decision rights, funding mechanisms, regulatory oversight, and accountability. Assess how such an entity can cata...

Tags: energy, renewables, state-owned, policy

Author: Curioprompt

Category: Energy | Model: gpt-5-nano

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Talent Attraction Policy Futures

Design scenario-based strategies for crafting, evaluating, and coordinating national talent attraction programs to boost innovation capacity while ensuring effective social integration, education alig...

Tags: lowercase, topical, tags

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Chip Market Security

Investigate the dynamics of black-market semiconductor components, the role of public-private partnerships in detection and enforcement, and strategies for resilient supply chains including traceabili...

Tags: semiconductors, supply-chain, security, policy, cyber, topical

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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AI in Public Services

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...

Tags: ai, govtech, public-services, privacy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Ethics of Breakthrough Science

Construct a governance framework for evaluating transformative biomedical advances such as vaccines, gene editing, and organ replacement technologies. Emphasize risk communication, ethical review, equ...

Tags: biotech, ethics, public-trust, risk

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Public Reading in Shared Spaces

Design a long-term, scalable program that activates non-traditional venues (shops, cafés, terraces, community shelters) for collective reading experiences. Analyze how such space-based literary engage...

Tags: culture, reading, public-spaces, community

Author: Curioprompt

Category: Culture | Model: gpt-5-nano

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AI Safety and Dual-Use Governance

Evaluate governance models for AI technologies with dual-use potential, including risk assessment, transparency requirements, and international collaboration. Propose a framework that aligns industry ...

Tags: ai, safety, policy, governance

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Media NDA and Accountability

Investigate the role of internal non-disclosure agreements in media organizations, the impact on investigative journalism, whistleblowing, and public accountability, and compare governance practices a...

Tags: media, ethics, transparency, accountability

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Judicial Capacity and Legitimacy

Create a framework for assessing judicial system performance that includes backlog management, transparency, case outcomes, and public perception metrics. Compare different policy instruments (resourc...

Tags: judiciary, law, public-trust, policy

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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AI Market Valuation Dynamics

Analyze how market valuations, funding cycles, corporate strategy, and public policy interact to influence the long-run competitiveness of a country's AI industry. Compare three plausible scenarios fo...

Tags: ai, policy, economics, investment

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Domestic AI Data Ecosystems

Examine how data availability, privacy controls, synthetic data, and governance choices shape the reliability and growth of AI systems at scale. Compare strategies for developing domestically sourced ...

Tags: ai, data, privacy, governance

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Health System Resilience

Create a blueprint for resilient, specialized health units within a national health system. Include governance, staffing, supply chains, surge capacity, integration of research with patient care, and ...

Tags: canada, healthcare, resilience, public-health, policy

Author: Curioprompt

Category: Health | Model: gpt-5-nano

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Trustworthy AI Governance

Outline a comprehensive, evergreen governance framework for a national AI program that addresses transparency, accountability, risk management, data privacy, bias mitigation, stakeholder participation...

Tags: canada, ai, governance, ethics, policy, trust

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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National Team Talent Pipelines

Analyze how a country structures talent identification, coaching succession, and replacement planning for elite sports teams, and how these choices reflect broader patterns in governance, resource all...

Tags: talent-management, policy, governance, sports

Author: Curioprompt

Category: Sports | Model: gpt-5-nano

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Labor Bargaining in Hard Times

Investigate how labor unions coordinate across industry sectors to negotiate a cohesive strategy amid economic volatility, fiscal constraints, and political pressure. Compare historical and internatio...

Tags: labor, unions, policy, bargaining

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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AI Governance in Business

Investigate how different governance and legal frameworks influence the development and deployment of AI-enabled enterprises, including automated operations, liability, ethics, and labor displacement....

Tags: ai, governance, ethics, regulation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Parades, Politics, and Pride

Analyze how large urban Pride celebrations function as ongoing venues where LGBTQ communities press for legal protections, where media narratives shape public perceptions, and where city governance, c...

Tags: lgbtq, pride, urban-culture, rights, policy

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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AI Governance in a Global Race

Evaluate how multiple governance approaches—regulatory policy, industry standards, and public-private collaboration—shape innovation, safety, and equity in a high-stakes AI ecosystem. Compare national...

Tags: topical, ai, policy, governance

Author: CurioPrompt

Category: Technology | Model: gpt-5-nano

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Public Space and Urban Life

Compare how urban design, pedestrian infrastructure, and spatial justice influence social cohesion, accessibility, and everyday civic engagement in cities. Propose a framework for inclusive, well-lit,...

Tags: topical, urban, public-space, civic

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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Monsoon Heat and Health

Assess how rising temperatures and changing rainfall affect urban and rural exposure to heat-related illness, water availability, and critical infrastructure resilience. Compare adaptation strategies ...

Tags: topical, climate, monsoon, public-health

Author: CurioPrompt

Category: Science | Model: gpt-5-nano

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Industrial Safety and Accountability

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...

Tags: topical, safety, regulation, disaster

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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Youth Dissent in Democracy

Analyze how organized youth-led protests influence democratic governance, policy responsiveness, media narratives, and political coalition-building in multiparty systems. Compare mechanisms for transl...

Tags: topical, politics, democracy, youth

Author: CurioPrompt

Category: Politics | Model: gpt-5-nano

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National AI Readiness Framework

Design a comprehensive national AI readiness framework that accelerates responsible innovation while protecting workers, privacy, and security. Define governance layers, data access policies, talent p...

Tags: ai, policy, innovation

Author: CurioPrompt

Category: Technology | Model: gpt-5-nano

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LGBTQ Visibility and Policy

Analyze how public LGBTQ visibility events can influence long-term policy direction, social attitudes, and corporate inclusion in a modern democracy. Compare at least two other democracies to identify...

Tags: lgbtq, culture, policy

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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Cross-Border Weddings as Policy Lab

Develop a framework to study how making a country a destination for international weddings affects the local economy, service industries, and social norms. Identify regulatory challenges (marriage law...

Tags: cross-border, tourism, economy

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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Democratizing AI Infrastructure

Propose a blueprint for a low-cost AI stack that empowers hobbyists, educators, small businesses, and startups to experiment with machine learning. Include hardware options (open hardware vs. embedded...

Tags: ai, hardware, open-source, cloud, democratization

Author: CurioPrompt

Category: Technology | Model: gpt-5-nano

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Regulating Informal Retail

Analyze how a policy change aimed at suppressing informal, unregistered micro-retailers alters incentives for formal registration, compliance costs, consumer protection, and worker livelihoods in urba...

Tags: policy, informal-economy, regulation, urban-economy

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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Audit-Informed Public Service Reform

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...

Tags: public-sector, governance, audits

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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Bond-Flow Policy Design

Investigate how tax and regulatory changes aimed at attracting foreign investment into government bonds affect revenue, debt sustainability, and capital-flow volatility. Analyze trade-offs between fis...

Tags: capital-flows, tax-policy, bonds, public-finance, topical

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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Archival Memory and Culture

Investigate how newly uncovered archival materials from influential cultural figures can alter national cultural narratives, education, and debates over intellectual property. Outline methods for cura...

Tags: lowercase, topical, tags, japan, heritage, education

Author: CurioPrompt

Category: Culture | Model: gpt-5-nano

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School Safety and Resilience

Examine how societies translate traumatic events into long-term safety improvements in schools and public spaces. Compare approaches to risk assessment, emergency preparedness, mental health support, ...

Tags: lowercase, topical, tags, japan, safety, policy

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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Tourism Incentive Tradeoffs

Create a decision-support framework for evaluating public incentives aimed at attracting foreign tourists. Include economic impact analyses, distributional effects on host communities, environmental s...

Tags: lowercase, topical, tags, japan, policy, economy

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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Urban Pride Policy Momentum

Analyze the mechanisms by which public Pride-style events, media narratives, and corporate sponsorship influence successive policy changes related to civil rights, education, and urban planning. Compa...

Tags: lowercase, topical, tags, japan, policy, culture

Author: CurioPrompt

Category: Society | Model: gpt-5-nano

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Japan Robotics Manufacturing Strategist

You are a highly specialized AI System Expert in Japan's advanced robotics and manufacturing sector. Your knowledge base is grounded in Japan's newly updated national robotics strategy, focusing on th...

Tags: dynamic, japan, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Brazil Environmental Monitoring Strategist

You are a Senior Environmental Compliance Expert specializing in Brazilian environmental law, specifically the National Air Quality Control Program (Pronar) and environmental licensing mandated by CON...

Tags: dynamic, brazil, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Taiwan Semiconductor Design Strategist

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...

Tags: dynamic, taiwan, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Red-Team Your Thesis

Generate adversarial questions that would falsify your stock thesis. Provide data sources to check and a pre-commit exit criterion list.

Tags: investing, debiasing, red-team, thesis, exits

Author: Assistant

Category: investing-discipline | Model: gpt-4o

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Human-in-the-Loop UI for Evidence

Design a UI: inline citations, hover previews, source quality badges, and ‘expand to passage’. Include keyboard flows and accessibility specs (WCAG). Output wireframes and event schema.

Tags: UX, UI, citations, accessibility, wireframes

Author: Assistant

Category: product-UX-research | Model: gpt-4o

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Citation-First RAG Pipeline

Design a retrieval pipeline that enforces source-anchored answers. Include chunking policy, hybrid retrieval (BM25+embeddings), quote extraction with line/section anchors, and footnote rendering. Outp...

Tags: RAG, citations, hybrid-retrieval, chunking, QA

Author: Assistant

Category: retrieval | Model: gpt-4o

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Supply Chain Risk Playbook

Map multi-source strategy, long-lead components, alternates, AVL management, and ECO workflow. Add Taiwan factory logistics and US customs lead-time buffers.

Tags: hardware, supply-chain, AVL, ECO, logistics

Author: Assistant

Category: supply-chain-ops | Model: gpt-4o

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Privacy in Public Workspaces

Act as a compliance advisor. Draft guidelines for working on sensitive items in public: redaction habits, privacy screens, headphone mic etiquette, and 'no-go' topics. Provide a quick self-check.

Tags: privacy, compliance, security, public, etiquette

Author: Assistant

Category: compliance | Model: gpt-5

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Strike/Takedown Crisis Plan

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.

Tags: strike, takedown, appeal, crisis, PR, SOP

Author: Assistant

Category: creator | Model: gpt-4o

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ESG/CSR Communications Framework

Act as a corporate comms lead. Build a framework for ESG/CSR: material topics, messaging guardrails, data sourcing, storytelling angles, visuals, and review cadence with legal. Include an annual comms...

Tags: PR, ESG, CSR, corporate-comms, legal, reporting

Author: Assistant

Category: PR | Model: gpt-4o

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Vendor Negotiation Brief

You are a sourcing lead. Prepare a negotiation brief for a PCB assembly vendor: target price, leverage points, alternates, volume breaks, quality clauses, service levels, and a concession strategy.

Tags: procurement, negotiation, PCB, pricing, suppliers

Author: tsubasa

Category: mechanical | Model: gpt-4o

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UGC Sourcing & Rights

Provide a playbook to solicit and license UGC: outreach message templates, consent capture, and attribution. Include a spreadsheet header for tracking. Output as Markdown + CSV header line.

Tags: viral|ugc|rights|templates

Author: Curioforce Corp. Corp.

Category: Viral Content | Model: gpt-5-thinking

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Sankey of Energy Losses

Specify a Sankey diagram to show energy flows from source to end use, including losses. Return node/link CSV and a config snippet for a typical JS chart library.

Tags: industrial|energy|sankey|losses|csv

Author: Curioforce Corp. Corp.

Category: Industrial Visualization | Model: gpt-5-thinking

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Social Customer Support Playbook

Write a playbook for handling support on social: SLA targets, tone ladder, escalation paths, macros for common issues, and proactive monitoring queries. Include a 'turn negatives to advocacy' flow wit...

Tags: support|sla|escalation|macros|advocacy

Author: Inspire Search Corp.

Category: Operations | Model: gpt-5-thinking

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Traffic Source Quality & UTM Hygiene Audit

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...

Tags: ga4;bigquery;utm;source-quality

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Global Macro Regime Check

Goal: classify the current macro regime and implications for risk assets. Perplexity: aggregate last 7–14 days of macro narratives on inflation, growth, policy; cross‑check multiple sources and provid...

Tags: macro;perplexity;bloomberg;regime

Author: Tsubasa Kato

Category: Market Analysis | Model: GPT-5 Thinking

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Trend Prediction Matrix

Gather today's top 20 global news items from multiple sources (Perplexity, Reuters, Bloomberg, NHK) and build a matrix of topics, frequency, and sentiment. Identify which 3 trends are accelerating fas...

Tags: news, trend, prediction, analysis

Author: Tsubasa Kato

Category: Trend Analysis | Model: GPT-5

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Well‑Living Environment Score

Define a composite 'well-living' score for {{community_or_user_segment}} that blends: - Air/noise/light exposure proxies - Green space access - Activity and social connection signals (opt-in) - Digita...

Tags: wellbeing, environment, scoring, privacy, metrics

Author: Tsubasa Kato

Category: analytics | Model: gpt-5-thinking

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High‑Integrity Carbon Strategy

If offsetting is used as a last resort, draft guardrails. Prioritize emissions cuts, then high-integrity removals. Define claims policy (no greenwashing), verification cadence, and a public transparen...

Tags: carbon, offsets, removals, claims, transparency

Author: Tsubasa Kato

Category: policy | Model: gpt-5-thinking

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Employee Wellbeing + Green Perks

Design perks that boost health and reduce footprint: commute stipends (bike/public), ergonomic kits, green cafeterias, movement breaks, and nature days. Add participation metrics and survey templates.

Tags: perks, wellbeing, commute, ergonomics, engagement

Author: Tsubasa Kato

Category: people-ops | Model: gpt-5-thinking

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Material & Packaging Swap Finder

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...

Tags: materials, packaging, swap, recyclability, pilot

Author: Tsubasa Kato

Category: sourcing | Model: gpt-5-thinking

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Crisis & Moderation Playbook

Draft a crisis response plan for social backlash or downtime. Include: - Severity ladder and response SLAs - Templates for X notes, TikTok update, YouTube community post - Comment moderation policy an...

Tags: crisis, moderation, policy, playbook, X, TikTok, YouTube

Author: Tsubasa Kato

Category: reputation | Model: gpt-5-thinking

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CAD/CFD: Small Enclosure Cooling

Plan a CFD study for a fanless electronics enclosure. Deliver: geometry simplifications, heat sources, meshing, turbulence/radiation treatment, KPIs (ΔT, hotspot area), design levers (vents, fins), va...

Tags: cad, cfd, thermal, enclosure, fanless

Author: Tsubasa Kato

Category: Simulation | Model: GPT-5 Thinking

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Small Biz: Data-Lite RAG Setup

Design a data-lite RAG plan without engineers. Sources: Google Drive/Notion/PDFs. Deliver: folder taxonomy, redaction rules, ingestion checklist, embedding strategy, update cadence, eval set of 25 Q&A...

Tags: small, RAG, data hygiene, nontech, privacy

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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Regional Internet/Carrier Outage (USA)

Be a concise emergency helper during regional network failures. Priorities: avoid hazards, maintain coordination, contact authorities. Inputs: scenario, city/area, environment, companions, constraints...

Tags: internet outage, congestion, SMS, WEA, USA

Author: Tsubasa Kato

Category: Safety | Model: GPT-5 Thinking

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Trump Court Ruling Breakdown

You’re a political news creator on X. Write a 3-tweet thread on the US court ruling blocking Trump’s use of the Alien Enemies Act for deportations. Explain its impact with a neutral tone. Use #TrumpNe...

Tags: politics, Trump, US, immigration, viral

Author: Grok by xAI

Category: social media | Model: grok4

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Exchange Rate Shock Snapshot

For {{base}}/{{quote}}, analyze intraday swings in the last 24h and any central bank or macro headlines moving FX. Output: range, % change, key catalysts, risk to {{business_area}}, hedge ideas. Add 3...

Tags: fx;macro;risk;finance;timely

Author: Tsubasa Kato

Category: Finance | Model: gpt-5

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Earnings Call Intel (T-24h)

In the last 24 hours, summarize key developments for {{ticker}} ahead of its earnings call on {{date}}. Include: price moves, options IV, top headlines, analyst estimate deltas, unusual volume, social...

Tags: finance;equities;earnings;timely;alert

Author: Tsubasa Kato

Category: Finance | Model: gpt-5

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Cyber Threat IOC Update

Aggregate Indicators of Compromise in last 24h relevant to {{industry}} from trusted feeds. Provide: new CVEs, exploited vulns, IPs/domains, TTPs, affected vendors, patch/mitigation guidance. Cite sou...

Tags: security;threat-intel;it;timely;defense

Author: Tsubasa Kato

Category: Security | Model: gpt-5

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Hiring Funnel Drop-Off

Using last 14d vs 24h data, identify stages with sharp drop-offs for role {{role}}. Report: stage rates, time-in-stage, source quality. Suggest 3 fixes (JD tweak, outreach, interviewer training).

Tags: talent;hr;recruiting;timely;analytics

Author: Tsubasa Kato

Category: People Ops | Model: gpt-5

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US Cities on a Budget

I’m traveling to major US cities on a budget but want to stay comfortable. For New York, Los Angeles, Chicago, Miami, and San Francisco, list the best areas to stay that are safe, not too expensive, a...

Tags: New York, LA, Chicago, Miami, San Francisco

Author: [email protected]

Category: NLP, travel, comfortable, traveling | Model: GPT-5, GPT-4o, Sonar

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Film Noir Lighting Breakdown

Pick a noir classic and reverse-engineer its lighting. Identify key scenes, draw a simple lighting plan with sources and angles in words, note lens choices and contrast ratios if known, and suggest a ...

Tags: film noir, lighting, cinematography, DIY

Author: ChatGPT

Category: film | Model: gpt-5

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Deep Research Prompt

I want you to act as a Deep Research analyst. Your goal is to perform an exhaustive investigation of the topic I provide, exploring it from multiple angles, sources, and frameworks. Structure your ans...

Tags: research, deep research, prompt, analyst

Author: [email protected]

Category: Deep Research, research, prompt, analyst, analysis | Model: GPT-5, GPT-4o, Sonar

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