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Wage Growth and Policy Path

Investigate how persistent wage acceleration interacts with price dynamics, productivity, and expectations to shape monetary policy over multiple business cycles. Compare scenarios with different labo...

Tags: economics, monetary-policy, wages, inflation, macro

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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AI in Math Breakthroughs

Critically examine the potential for artificial intelligence to contribute to foundational problem-solving in disciplines such as mathematics and physics. Discuss how AI-generated insights should be v...

Tags: ai, math, verification, research-integrity

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Urban Regulation and Tourism

Compare urban regulatory approaches to short-term rentals in dense neighborhoods. Assess impacts on housing affordability, neighborhood character, local businesses, and visitor experience. Propose a d...

Tags: urban-planning, tourism, housing, policy

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Farmers to Chefs Narrative

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...

Tags: food, sustainability, storytelling, local-economies

Author: Curioprompt

Category: Culture | Model: gpt-5-nano

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AI Hubs and Multilingual AI

Design a comparative roadmap for building national AI infrastructure that accelerates multilingual AI development, from data governance and localization to talent pipelines and public-private partners...

Tags: ai, multilingual, data-centers, policy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Trade Policy and Open Economy Resilience

Develop an analytical framework to study how tariff regimes, bilateral tensions, and global price signals affect domestic inflation, business investment, and labor markets. Compare different policy le...

Tags: trade, macroeconomics, policy, topical

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Safety of Autonomous Agents

Create a safety evaluation framework for autonomous AI agents operating in dynamic, real-world environments. Cover risk assessment, containment and fallback procedures, attribution of responsibility a...

Tags: ai, safety, topical

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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National AI Development Strategy

Analyze how governments can orchestrate AI research and development funding, public-private partnerships, ethical frameworks, and talent pipelines to accelerate industry adoption and global competitiv...

Tags: ai, research, policy, ethics, workforce

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Venom-Inspired Drug Discovery

Chart a credible drug-discovery pipeline that starts from mapping venom components to validating lead compounds, discusses translational hurdles, safety, ethical sourcing of venom, and regulatory path...

Tags: biology, venom, drug-discovery, cancer

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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AI for Early Kidney Detection

Create a blueprint for implementing AI-based nephrology diagnostics in a regional health system, covering data pipelines, model validation, clinician adoption, patient privacy, and monitoring for bias...

Tags: ai, healthcare, nephrology, diagnostics

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Startup Mobility Programs

Evaluate how tech-visa inspired programs influence startup formation, foreign direct investment, and talent pipelines in a national context. Compare with leading destinations, identify best practices ...

Tags: startups, policy, immigration, topical, economy

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Cross-Border Semiconductor Talent

Design a blueprint for building a cross-border talent pipeline in a critical tech sector, aligning university curricula, industrial apprenticeships, and immigration policies to meet long-term demand; ...

Tags: talent, workforce, cross-border, policy

Author: Curioprompt

Category: Policy | Model: gpt-5-nano

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Homegrown AI Hardware Ecosystem

Analyze a national strategy for building an AI software-hardware ecosystem, covering AI chips, model development, data governance, and domestic deployment across sectors. Compare approaches to fosteri...

Tags: ai, chips, policy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Domestic Animation Industry

Analyze the ecosystem elements needed to grow a sustainable domestic animation and interactive media industry, including talent pipelines, funding, IP protection, distribution channels, and cross-bord...

Tags: animation, games, creative-industry, ip

Author: Curioprompt

Category: Culture | Model: gpt-5-nano

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Population Health Screening

Create a policy framework for population-wide screening programs that target newborns or genetic conditions, including eligibility criteria, consent models, opt-out vs opt-in, data privacy and governa...

Tags: healthcare, ethics, screening, public-health

Author: Curioprompt

Category: Health | Model: gpt-5-nano

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Cultivating Science Talent

Outline a national program that identifies, nurtures, and retains young scientific talent from diverse backgrounds. Include school-curriculum integration, mentorship networks, research apprenticeships...

Tags: education, science, talent, equity

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Regional Port Hubs and Trade

Create a framework to evaluate how multi-modal port services and logistics hubs affect regional economic diversification, resilience to shocks, and competitive positioning of national economies. Consi...

Tags: logistics, infrastructure, trade, port-management

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Quantum Services Rise

Analyze the challenges of turning quantum computing from laboratory experiments into market-ready cloud services, including business models (across industries), talent pipelines, standards, and policy...

Tags: quantum, computing, cloud, innovation, topical

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Judiciary and Voting Policy

Investigate the dynamics between executive actions aimed at voting administration and judicial review, focusing on how legal constraints, procedural rules, and constitutional reasoning affect access t...

Tags: voting, judiciary, policy

Author: Curioprompt

Category: Politics | Model: gpt-5-nano

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AI-Driven Indoor Farming

Develop an integrated blueprint for modern indoor farming that leverages AI, sensor networks, robotics, and data analytics to optimize yield, resource use, and labor efficiency. Include design conside...

Tags: indoor-farming, agritech, ai, sensors, automation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Digital Payments and Inclusion

Analyze drivers behind widespread adoption of digital payments, assess impacts on financial inclusion, small businesses, and consumer behavior, and identify risks such as privacy and fraud. Propose a ...

Tags: upi, digital-payments, inclusion, fintech, policy

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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AI Cost Economics

Model the economics of AI adoption for firms, considering upfront capital, ongoing operating costs, talent, and energy usage. Compare scenarios where token prices fall versus cost-shocks, and design s...

Tags: ai-economics, business, costs

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Enterprise AI Adoption Playbook

Create a practical playbook for a large enterprise in an emerging market to adopt AI at scale. Include stages: discovery, pilot, governance, data readiness, security/compliance, change management, par...

Tags: enterprise, ai, adoption, pilot, scaling

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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AI Ecosystem Maturation

Compare the levers that move a national AI landscape from dependency on external platforms to locally led, scalable firms. Discuss policy design, talent pipelines, data infrastructure, funding mechani...

Tags: ai, ecosystem, policy, investment, technology

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Robotics Ecosystem Strategy

Develop a comprehensive national strategy for robotics and automation that links research institutions, startups, and manufacturing sectors. Address funding models, IP pathways, talent pipelines, proc...

Tags: robotics, automation, policy, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Clinical Trial Ecosystem

Design a policy and infrastructure blueprint to expand a national clinical-trials ecosystem. Address regulatory pathways, ethics reviews, patient recruitment, data-sharing frameworks, quality standard...

Tags: clinical-trials, healthcare, policy, regulation

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Resilient Robot Supply Chains

Develop a multi-criteria framework for designing resilient robotics supply chains that reduce dependence on a single external partner. Compare strategies such as domestic manufacturing incentives, div...

Tags: robotics, supply-chain, policy, risk-management

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Overseas Expansion of Brands

Create a decision framework for mid-sized restaurant brands pursuing international expansion. Compare entry modes such as franchising, joint ventures, and company-owned stores; assess currency, regula...

Tags: business, retail, expansion, globalization

Author: Curioprompt

Category: Business | Model: gpt-5-nano

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Tech App Bankruptcy Risks

Examine the viability of app-based entertainment businesses in competitive markets, focusing on business model design, unit economics, customer acquisition costs, retention, monetization, and capital ...

Tags: business, tech, risk-management, startup

Author: Curioprompt

Category: Business | Model: gpt-5-nano

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AI Data Centers as Growth Hubs

Design a framework for evaluating whether to prioritize AI data center investment as a regional growth strategy. Consider energy costs and reliability, grid access, regulatory environment, incentives,...

Tags: technology, ai, infrastructure, growth

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Macro Cycles and Policy

Analyze how periodic macro indicators reflect the health of a modern economy, identifying core drivers such as household consumption, business investment, trade, and productivity. Develop a framework ...

Tags: economics, macroeconomics, policy, forecasting

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Luxury in China Growth

Analyze drivers of luxury brand growth among Chinese consumers, the tension between localization and authenticity, and the digital transformation strategies luxury houses use to engage a large, discer...

Tags: luxury, consumption, branding, china

Author: Curioprompt

Category: Business | Model: gpt-5-nano

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AI Investment Landscape

Analyze the determinants of a country's attractiveness to private AI investment, including talent pipelines, data access and governance, research infrastructure, venture capital availability, regulato...

Tags: ai, investment, technology, policy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Embedded Fintech for SMEs

Evaluate how embedded fintech platforms integrate payments, credit, and banking services into SME workflows, enabling faster onboarding, improved cash flow, and credit access. Analyze business models ...

Tags: fintech, embedded-finance, smes, digital-payments

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Tech for Elder Care

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...

Tags: eldercare, healthtech, aging, climate

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Labor Stabilization Policy

Create a holistic policy package aimed at supporting employment, skills retraining, and business resilience in an economy facing rising unemployment, slow productivity growth, and ongoing corporate re...

Tags: labor, unemployment, policy, economics

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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AI Model Governance

Develop a governance framework for AI models used in public and commercial contexts that emphasizes risk assessment, safety controls, transparency, and accountability. Include model lifecycle phases (...

Tags: ai, ethics, security, governance

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Labor Signals and Policy Design

Analyze how fluctuations in the health of the labor market—such as job cuts, layoffs, unemployment claims, and mortgage-rate movements—influence macroeconomic policy, credit conditions, and household ...

Tags: labor-market, macroeconomics, policy-design

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Education Diplomacy in Region

Design a cross-border education diplomacy program that strengthens regional ties while building talent pipelines. Outline partner selection, program types (joint degrees, exchange, vocational training...

Tags: education, diplomacy, regional

Author: Curioprompt

Category: Policy | Model: gpt-5-nano

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AI and the Labor System

Given the enduring trend of AI boosting productivity and altering labor demand, compare how different policy levers (training, wages, social safety nets, taxation) influence long-run employment, incom...

Tags: ai, labor, economics, skills, policy

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Education and Talent Pipelines

Investigate how participation and success in international language and science Olympiads influence national curricula, investment decisions, and equitable access to advanced learning. Propose scalabl...

Tags: education, talent-pipeline, policy

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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IPO Readiness for AI Hardware

Consider a hypothetical startup developing specialized AI hardware components. Outline a credible path to public markets that balances technical milestones, governance, risk management, and commercial...

Tags: business, startups, ipo, hardware, ai

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Nationwide AI Ecosystem Design

Imagine you are a senior policy advisor tasked with building a nationwide AI ecosystem that can accelerate diversification across energy, manufacturing, services, and governance. Compare three viable ...

Tags: ai, policy, innovation, economy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Urban Cultural Infrastructure

Develop a blueprint for designing, funding, and evaluating a cultural institution focused on minority arts, including governance, programming, partnerships with schools and local businesses, and socia...

Tags: arts, infrastructure, urban-development

Author: Curioprompt

Category: Culture | Model: gpt-5-nano

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Istanbul as Global Startup Hub

Develop a strategic framework for building and sustaining a city-level startup ecosystem, detailing stakeholder roles, funding mechanisms, education pipelines, regulatory sandboxes, and international ...

Tags: startups, ecosystem, policy, urban-planning

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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AI Agents in Daily Life

Develop a framework to measure the social and economic impacts of weekly AI assistant use across households and small businesses, including productivity gains, skill development or displacement, priva...

Tags: ai, productivity, privacy, digital-divide, ethics

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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Liability for Rogue AI

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...

Tags: ai, law, cybersecurity, accountability

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Interpreting Macro Signals

Given a macro data surprise (a small uptick or dip in quarterly expansion), analyze how such a signal could influence fiscal and monetary policy stance, sectoral rotation, and investor sentiment over ...

Tags: macro, economics, policy, analysis

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Biotech Ecosystem Maturation

Assess mechanisms that turn a domestic biotech cluster into a magnet for foreign capital, talent, and collaboration. Discuss policy incentives, IP regimes, regulatory pathways, talent pipelines, and r...

Tags: biotech, ecosystem, investment, policy

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Space innovation policy

Develop a policy blueprint for building a diversified space technology cluster, including funding models, public–private partnerships, talent pipelines, international collaboration, and risk managemen...

Tags: science, space, innovation, policymaking

Author: Curioprompt

Category: Science | Model: gpt-5-nano

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Labor Strikes and Transport

Analyze the role of transportation sector labor actions in shaping travel behavior, business continuity, and public policy. Compare strategies for minimizing disruption, including contingency planning...

Tags: labor, transport, resilience, policy, infrastructure

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Space Policy Ecosystem

Analyze how a national space initiative can influence the surrounding technology landscape, including research agendas, supplier ecosystems, funding mechanisms, and talent pipelines. Identify key acto...

Tags: space, policy, innovation, ecosystems, tech-policy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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National AI Ecosystem Design

Outline a comprehensive framework for building a national AI ecosystem that aligns public policy and funding with industry partnerships and research centers, including data governance, talent pipeline...

Tags: ai, ecosystems, policy, infrastructure, partnerships

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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AI Licensing Models: Paid Weights

Compare licensing models for AI components like model weights across sectors, considering innovation incentives, pricing, accessibility, and global collaboration. Assess how paid licenses affect start...

Tags: ai-licensing, business-models, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Geopolitics and Energy Markets

Investigate how geopolitical tensions translate into energy price movements, market volatility, and policy responses. Build scenario-based planning models for households, businesses, and policymakers ...

Tags: energy, markets, topical

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Reading Corporate Earnings

Use a company earnings release to explain how analysts separate revenue growth, margin pressure, profit quality, and balance-sheet strength. How can profits fall even when revenue rises, and what does...

Tags: earnings, finance, profitability, analysis, markets

Author: Curioprompt

Category: Business | 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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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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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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Fan Economies and IP Power

Analyze how businesses turn fan devotion into a repeatable economic model. Explain why characters, collectibles, events, memberships, and community rituals can create unusually loyal demand, and compa...

Tags: fandom, ip, branding, consumer behavior, monetization

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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Growth with Uneven Strain

Examine the difference between headline economic growth and the underlying health of an economy. Consider how export ambition, tax collections, consumer spending, agricultural shocks, and business cre...

Tags: growth, exports, credit, consumption, macroeconomics

Author: Curioprompt

Category: Business | 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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How Culture Moves Cities

Choose a major city and analyze how large-scale music events influence its economy, tourism, transport, housing, nightlife, and global image. What makes some cities better at turning concerts into las...

Tags: music, cities, tourism, entertainment, urban-life

Author: Curioprompt

Category: Culture | Model: gpt-5.4-mini

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Regulating Digital Personas

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...

Tags: ai-agents, regulation, privacy, platforms, safety

Author: Curioprompt

Category: Technology | 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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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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Scaling Frontier Science Systems

Analyze how governments and research systems convert isolated scientific breakthroughs into durable national strength. Use examples such as astronomy discoveries, fusion hardware, reusable rockets, an...

Tags: science, research, innovation, space, fusion

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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Booms, Shocks, and Resilience

Explore the difference between macroeconomic strength and market turbulence in an export-oriented economy. How can industrial output, business confidence, and corporate profits rise even as stock mark...

Tags: growth, semiconductors, markets, ai, resilience

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Regulating Risk in Real Life

Use a real-world policy change as a case study for how governments balance safety, affordability, and flexibility. Compare how regulation works in areas such as agriculture, insurance, or consumer pro...

Tags: regulation, policy, insurance, agriculture, risk

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Where the AI Economy Moves

Analyze how a fast-growing technology wave can redraw a country’s startup geography. Discuss the roles of talent concentration, university pipelines, funding networks, incumbent industries, infrastruc...

Tags: ai, startups, innovation, cities, venture-capital

Author: Curioprompt

Category: Technology | 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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Compete in AI Without Hype

Break down how an early-stage company can build an AI product that wins in a cautious, high-stakes market such as finance or health care. Examine product positioning, workflow integration, data advant...

Tags: ai, startup, saas, fintech, healthtech

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Managing Trust In Digital Platforms

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. ...

Tags: ai, ads, platforms, trust, business-model

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Compete at Elite Levels

Compare how high-performance systems are built in sport and education. What common factors help teams, students, and institutions perform under pressure: selection, coaching, recovery, funding, or a s...

Tags: performance, talent, education, sports, excellence

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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Commercializing Trustworthy AI

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...

Tags: ai, advertising, monetization, trust, privacy

Author: Curioprompt

Category: Business | Model: gpt-5.4-mini

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Building an AI hardware edge

A place with deep semiconductor expertise is trying to convert that advantage into leadership in AI chips, computing infrastructure, and applied AI services. Map the ingredients of an AI hardware ecos...

Tags: ai, semiconductors, data-centers, chips, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Designing Trustworthy AI Products

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...

Tags: ai, ads, trust, product-strategy, privacy

Author: Curioprompt

Category: Technology | 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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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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When Price Wars Backfire

Aggressive discounting can create short-term sales surges, but it can also squeeze margins, weaken suppliers, train consumers to wait for deals, and trigger regulatory pushback. Analyze when price war...

Tags: ecommerce, price-war, competition, consumers, platforms

Author: Curioprompt

Category: Business | Model: gpt-5.4-mini

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The Next EV Inflection

Electric vehicles often pass through a phase where they become the subject of intense policy support, price competition, infrastructure buildout, and consumer experimentation before reaching mass-mark...

Tags: evs, autos, industrial-policy, adoption, market-share

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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From Boom to Balance

In fast-changing economies, regulators sometimes swing between heavy-handed crackdowns and more neutral, rule-based enforcement. Explain the trade-offs between these approaches for investment, competi...

Tags: regulation, markets, policy, enforcement, business-confidence

Author: Curioprompt

Category: Economics | Model: gpt-5.4-mini

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Training Robots for Real Work

Evaluate the challenges of introducing humanoid robots into real production environments. Cover reliability, safety, maintenance, worker acceptance, task selection, and the economics of deployment. Th...

Tags: robotics, manufacturing, automation, industry, labor

Author: Curioprompt

Category: Technology | 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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Monetary Policy and Growth

Construct a scenario-based analysis of how monetary policy affects business investment, wage growth, and consumer prices under energy price volatility and global risks. Compare paths with different po...

Tags: monetary-policy, growth, economics

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Space Programs and Tech Ecosystems

Assess how a nation’s space program, including launches and ongoing R&D investments, influences national science policy, private sector partnerships, education pipelines, and regional innovation ecosy...

Tags: space, policy, technology, innovation

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Sanctions and Economic Resilience

Create a framework for policymakers and business leaders to navigate evolving sanctions regimes, diversify and secure supply chains, maintain strategic trade with allies, and ensure regulatory complia...

Tags: lowercase, topical, tags

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Megascience as Policy Tool

Analyze how mega-science installations and international research partnerships influence a nation's long-term innovation trajectory, funding models, talent pipelines, technology transfer, and diplomat...

Tags: lowercase, topical, tags

Author: Curioprompt

Category: Science | 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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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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Race to Market Humanoid Robots

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...

Tags: robotics, ai, business-models, regulation

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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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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Policy Design for SMEs

Create a policy toolkit that reduces bureaucratic overhead for small businesses while mitigating energy cost risks, including regulatory simplification, energy market reform, and targeted credits, plu...

Tags: smes, regulation, energy-prices, policy-design

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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AI in Corporate Operations

Analyze how companies can design a durable AI strategy that aligns technology deployment with governance, ethics, workforce planning, and continuous learning, including evaluation metrics, risk contro...

Tags: ai, business-technology, governance, workforce

Author: CurioPrompt

Category: Technology | 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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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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Turkey Textile Production Strategist

You are a highly specialized AI Consultant and Expert Analyst focused exclusively on the Turkish Textile, Apparel, and broader Manufacturing Sector. Your expertise must integrate deep knowledge of Tur...

Tags: dynamic, turkey, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Russia Energy Infrastructure Strategist

You are a Senior Geopolitical Energy Analyst specializing exclusively in the Russian Federation's highly complex and volatile energy infrastructure. Your knowledge base must be grounded in real-time c...

Tags: dynamic, russia, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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India Software Development Strategist

You are an elite, highly specialized India Software Development and Technology Strategy Consultant, expert in the nuances of the Indian tech ecosystem, specifically referencing the trends, models, and...

Tags: dynamic, india, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Canada Energy Sector Strategist

You are a highly specialized and authoritative AI Consultant, acting as a Senior Energy Sector Analyst focused exclusively on the Canadian energy market. Your expertise spans the entire spectrum, incl...

Tags: dynamic, canada, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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China Manufacturing Optimization Strategist

You are an elite 'China Manufacturing Optimization Expert' specializing in interpreting and applying national industrial policy, particularly the Ministry of Industry and Information Technology (MIIT)...

Tags: dynamic, china, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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DSP Block Utilization Strategy (FPGA)

For an FPGA target, propose how to map multiplies/adds to DSP blocks vs LUTs, including bit-width planning, packing, pipeline stages, and timing considerations. Provide a resource estimation template.

Tags: FPGA, DSP, bitwidth, pipelining, resources

Author: Assistant

Category: fpga-asic-design | Model: gpt-4o

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How Veterans Stay Relevant in 2026

Create a relevance plan for senior professionals: new skills to adopt, mentoring leverage, strategic visibility, and avoiding outdated assumptions. Include a quarterly refresh checklist.

Tags: senior, career, 2026, learning, leadership

Author: Assistant

Category: global-business-advice | Model: gpt-4o

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UGC Ad Scripts: 12 Variants

Generate 12 UGC ad scripts (15–30s) across personas (skeptic, enthusiast, expert, busy parent, etc.). Include on-screen text, filming notes, and 3 CTA options per script.

Tags: UGC, ads, short-form, personas, performance, 2026

Author: Assistant

Category: content-generation-2026 | Model: gpt-4o

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Algorithmic Bias Clinic (IR/MBA)

Run a bias assessment on search ranking: define fairness metrics, measure on subsets, and propose mitigations and business impact.

Tags: IR, bias, fairness, metrics, MBA

Author: Assistant

Category: ethics-and-impact-IR-MBA | Model: gpt-4o

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CEO Weekly Clarity Review

Create a 30-minute weekly CEO review covering: company pulse, top 3 priorities, key risks, metrics snapshot, and one decisive action for next week.

Tags: ceo, weekly-review, focus, leadership

Author: Assistant

Category: ceo-ops | Model: gpt-4o

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Yokohama SME Referral Loop

Design a merchant referral loop for Yokohama SMEs (JA): QR cards, stamp rewards, and LINE mini-app flow. Add fraud checks and 30/60/90 KPI targets to keep ≥70% predicted engagement.

Tags: Yokohama, SME, referrals, LINE, QR, engagement-70

Author: Assistant

Category: local-commerce-growth | Model: gpt-4o

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Kawasaki Factory Kaizen Sprint

Design a one-week kaizen sprint for a precision parts plant in Kawasaki. Map a machining cell’s current state, run a time-and-motion study, quantify OEE losses, propose SMED changes for setup under 10...

Tags: kaizen, lean, OEE, SMED, Kawasaki, manufacturing

Author: Assistant

Category: lean-operations | 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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Deep Work Week Planner

Design a 5-day schedule that batches shallow tasks and protects three 90-minute deep work blocks daily. Include calendar blocks, focus rituals, break timers, and end-of-day review checklist. Output a ...

Tags: time-management, deep-work, focus, productivity, schedule

Author: Assistant

Category: time-management | Model: gpt-4o

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Data Pipeline Verifier

For a data/ETL repo, ChatGPT drafts data quality tests (nulls, uniqueness, freshness), Cursor adds dbt/unit tests, and Antigravity schedules validations on PR. Include lineage notes and rollback trigg...

Tags: data, ETL, dbt, testing, ChatGPT, Cursor, Antigravity

Author: Assistant

Category: data-engineering-quality | Model: gpt-4o

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PR Review Copilot

Draft a PR reviewer flow: ChatGPT summarizes diffs and intent; Cursor leaves inline suggestions and auto-fix commits; Antigravity validates tests and risk scores before merge. Output a reviewer rubric...

Tags: code-review, PR, automation, Cursor, Antigravity, ChatGPT

Author: Assistant

Category: code-quality | Model: gpt-4o

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Growth OS Scoreboard

Specify a leading vs lagging metric scoreboard for acquisition, activation, retention, and margin. Include review ritual and metric owner map.

Tags: metrics, scoreboard, growth, ops, managers

Author: Assistant

Category: analytics-ops | Model: gpt-4o

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Ecosystem Risk Heatmap

Map dependencies on vendors and platforms, score concentration and change risk, and propose hedges or alternates. Output a quarterly risk review template.

Tags: risk, ecosystem, vendors, platforms, hedging

Author: Assistant

Category: risk-management | Model: gpt-4o

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Dev Velocity Lab

Identify top constraints to developer velocity and propose experiments across CI time, test flake, code review, and environment drift. Output target benchmarks.

Tags: developer-velocity, engineering, CI, testing, tooling

Author: Assistant

Category: engineering-productivity | Model: gpt-4o

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CI/CD with Regional Footprint

Propose a CI/CD pipeline with environment promotion, canary by geography (US first or TW first), secrets management, and rollback playbooks. Include cloud region choices (e.g., asia-east1, us-west).

Tags: software, CI-CD, DevOps, regions, rollbacks, cloud

Author: Assistant

Category: devops-pipelines | Model: gpt-4o

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EHR NLP with Privacy Guardrails

You are a clinical NLP lead. Build a de-identification-first pipeline: PHI scrubbing, section segmentation, entity extraction (SNOMED/LOINC), and cohort retrieval. Include audit logs and drift checks.

Tags: EHR, NLP, PHI, privacy, ontology, ICT

Author: Assistant

Category: health-IT | Model: gpt-5

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After-Action Report and Debrief

You are a PMO. Produce an AAR template: objective vs results, pipeline lift, win stories, misses, cost variance, and actions with owners and dates. Include a 30-minute exec debrief agenda.

Tags: trade-show, debrief, AAR, PMO, owners

Author: Assistant

Category: trade-show | Model: gpt-4o

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Case Report & Manuscript Kit

You are a scholarly coach. Provide CARE/ICMJE checklists, structure, figure/resolution tips, authorship roles, and a response-to-reviewers template. Add a journal shortlist matrix.

Tags: research, manuscript, case-report, ICMJE, CARE

Author: Assistant

Category: scholarly-comms | Model: gpt-5

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Proteomics DIA/MS Workflow

Act as a proteomics lead. Build a DIA LC–MS/MS pipeline: spectral library strategy, FDR control, normalization, and protein inference. Provide QC metrics and batch correction steps.

Tags: proteomics, DIA, LC-MS, normalization, FDR

Author: Assistant

Category: proteomics | Model: gpt-5

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IRB/IEC Ethics Application Pack

Act as an ethics coordinator. Produce an IRB/IEC submission kit: study synopsis, risk-benefit table, consent forms (adult/minor), privacy safeguards, and recruitment scripts. Include a review checklis...

Tags: IRB, ethics, consent, privacy, compliance, medical

Author: Assistant

Category: research-admin | Model: gpt-5

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Cross-Cultural Etiquette Cheatsheet

Act as an intercultural advisor. Produce a pocket guide for Japan, India, and USA: email tone, meeting punctuality, honorifics and titles, gift norms, and small talk boundaries. Deliver a one-pager wi...

Tags: etiquette, culture, Japan, India, USA, business

Author: Assistant

Category: communication | Model: gpt-5

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Pipeline Review on the Go

You are a revenue coach. Build a 12-minute pipeline review routine for mobile: risk flags, close plan checks, mutual action plans, and forecast update rules. Provide a one-screen checklist.

Tags: sales, pipeline, forecast, checklist, mobile

Author: Assistant

Category: sales | Model: gpt-5

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Mobile Doc Review SOP

You are a document coach. Provide a method to review contracts and docs on mobile: heading map, comment codes, risk highlights, and 'approve/block' criteria. Deliver a one-page SOP.

Tags: docs, review, contracts, mobile, workflow

Author: Assistant

Category: legal-ops | Model: gpt-5

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Excel/Sheets Power on Mobile

You are a spreadsheet coach. Teach how to review and annotate spreadsheets on phones: named ranges, comments, quick charts, and error checks. Provide a 10-minute commuter checklist.

Tags: spreadsheets, Excel, Sheets, mobile, review

Author: Assistant

Category: productivity | Model: gpt-5

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Weekly Money Snapshot

You are a personal finance coach. Produce a 12-minute weekly train ritual: cash flow glance, savings rate, card due dates, and investment allocation review. Include a simple ruleset.

Tags: personal-finance, review, habits, checklist

Author: Assistant

Category: finance | Model: gpt-5

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OBS/Streamlabs Scene Architecture

Act as a broadcast TD. Design scenes for BRB, full-screen, picture-in-picture, media review, and game capture; hotkeys; stream delay; low-latency settings; alert routing; and VOD-safe tracks.

Tags: OBS, Streamlabs, scenes, alerts, latency, VOD

Author: Assistant

Category: creator | Model: gpt-4o

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Customer Storytelling Program

Act as a PR strategist. Design a customer story pipeline: candidate scoring, consent/legal checklist, interview guide, multimedia assets plan, social/email snippets, and ROI metrics. Return a tracker ...

Tags: PR, case-study, storytelling, legal, ROI, content

Author: Assistant

Category: PR | Model: gpt-4o

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Thumbnail CTR Lab

Act as a growth analyst. Design a thumbnail A/B program: test matrix (faces, contrast, text density), CTR/AVD readout, production spec (safe zones), and a weekly review ritual. Provide a 10-variant te...

Tags: thumbnail, CTR, test, YouTube, design

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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Shorts→Long-Form Pipeline

Act as a content systems architect. Define a pipeline that turns 10 Shorts into 1 anchor long-form: narrative stitching, callback beats, reused B-roll, end-screen flows, playlist strategy, and cross-p...

Tags: Shorts, long-form, story, playlist, YouTube, TikTok

Author: Assistant

Category: creator | Model: gpt-4o

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90-Day Creator Operating System

Act as a creator coach. Build a 90-day operating system for YouTube/TikTok: content pillars, weekly cadence, idea backlog, pre/post-production checklists, KPI sheet (CTR, AVD, SV, RPM), and a Monday p...

Tags: YouTube, TikTok, calendar, cadence, KPI

Author: Assistant

Category: creator | Model: gpt-4o

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DevSecOps Basics with SBOM & Scans

You are a DevSecOps lead. Create a starter pipeline: dependency scanning, SBOM generation, SAST/DAST, secrets detection, and signed releases. Provide pass/fail gates and incident playbooks.

Tags: DevSecOps, security, SBOM, SAST, DAST

Author: Assistant

Category: software | Model: gpt-4o

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Design for Assembly (DFA) Review

You are a manufacturing engineer. Create a DFA checklist and re-design recommendations to cut assembly time by 30%: fastener reduction, symmetry, poka-yoke, subassembly strategy, tool access, and work...

Tags: DFA, lean, assembly, manufacturing, efficiency

Author: tsubasa

Category: mechanical | Model: gpt-4o

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Factory NPI Readiness Review

As an NPI lead, generate a factory readiness checklist: work instructions, jigs/fixtures, line balance, first article inspection, SPC charts, yield target, rework loop, and traceability plan (serials,...

Tags: NPI, manufacturing, quality, SPC, traceability

Author: tsubasa

Category: mechanical | Model: gpt-4o

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Investor Data Room Checklist

Act as a CTO/CEO preparing a seed round. List a data room structure: product docs, architecture, security, metrics, financials, customer references, legal. Include a 6-slide tech appendix and a KPI gl...

Tags: fundraising, investors, data room, KPIs, story

Author: tsubasa

Category: leadership | Model: gpt-4o

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Platform Cost Guardrails

Act as a platform owner. Create cloud cost guardrails: budgets, alerts, tagging policy, autoscaling defaults, storage lifecycle rules, reserved/savings plan strategy, and a monthly FinOps review check...

Tags: FinOps, cloud, cost, governance, platform

Author: tsubasa

Category: engineering | Model: gpt-4o

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CI/CD for Regulated Customers

Act as a principal engineer. Define a CI/CD pipeline that satisfies SOC 2 and ISO 27001 concerns: branch policies, required reviews, SBOM generation, dependency scanning, SAST/DAST, signing and proven...

Tags: security, devops, CI/CD, compliance, SOC2

Author: tsubasa

Category: engineering | Model: gpt-4o

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Automated Signoff and ECO Loop

Define a push-button signoff pipeline: reproducible EDA containers, golden rule decks, regression checklists, run orchestration, artifact retention, and ECO automation for timing/IR/DRC. Output a CI/C...

Tags: IC, signoff, automation, ECO, CI/CD, flows

Author: Assistant

Category: chip-design | Model: gpt-4

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Observability Minimum Viable Platform

As a platform engineer, design an observability MVP: log, metric, trace standards; correlation IDs; dashboards for latency, errors, saturation; SLOs and burn-rate alerts; incident response runbook; an...

Tags: observability, SRE, SLO, alerts, runbooks

Author: tsubasa

Category: engineering | Model: gpt-4o

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ADC Architecture Trade Study

Compare SAR, pipeline, and sigma-delta ADCs for a sensor hub. Include FoM, resolution/SNR targets, sampling rate, power, area, calibration needs, and DFT hooks. Output a recommendation with risk log a...

Tags: IC, ADC, SAR, pipeline, sigma-delta, trade-study

Author: Assistant

Category: chip-design | Model: gpt-4

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Paid Social + Product-Led Growth (USA)

Design a growth-hack blending paid social acquisition with a product-led onboarding funnel for US startups. Include channel mix recommendations (Meta, TikTok, LinkedIn), creative hooks, onboarding mic...

Tags: paid-social, PLG, USA, onboarding, growth

Author: Assistant

Category: growth-hack | Model: gpt-4

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Tokyo — Compliance Monitoring Plan: cross-border dividend withholding and tax-aware ADRs (illust

Produce a compliance monitoring plan in Tokyo tailored to cross-border dividend withholding and tax-aware ADRs (illustrative). Define controls, sample sizes, frequency, and evidence storage. Return as...

Tags: finance|tokyo|compliance-monitoring-plan|cross-border, dividend, withholding, and

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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Geneva — Payments & Cross-Border Flows: booking-center transfer pricing basics (illustrative)

Outline a cross-border payments flow in Geneva for booking-center transfer pricing basics (illustrative). Include currencies, rails, cut-off times, fees, and reconciliation. Return as a sequence list ...

Tags: finance|geneva|payments-&-cross-border-flows|booking-center, transfer, pricing, basics

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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New York — Payments & Cross-Border Flows: FINRA-compliant advertising review workflow

Outline a cross-border payments flow in New York for FINRA-compliant advertising review workflow. Include currencies, rails, cut-off times, fees, and reconciliation. Return as a sequence list and a co...

Tags: finance|new-york|payments-&-cross-border-flows|finra-compliant, advertising, review, workflow

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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London — Derivatives Collateral & Margin: LCH clearing membership operational checklist (illustrative)

Build a collateral/margin management mini-spec in London for LCH clearing membership operational checklist (illustrative). Cover CSA terms, margin calls, eligible collateral, and haircuts. Return as a...

Tags: finance|london|derivatives-collateral-&-margin|lch, clearing, membership, operational

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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Geneva — Sovereign/Muni Bond Analyzer: OTC derivatives documentation (ISDA/CSA) for wealth clients

Create a bond analyzer outline in Geneva for OTC derivatives documentation (ISDA/CSA) for wealth clients. Include curve build, spread measures, carry/roll, and risk buckets. Return a minimal SQL view ...

Tags: finance|geneva|sovereign/muni-bond-analyzer|otc, derivatives, documentation, (isda/csa)

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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New York — Client Pitch Deck Outline: corporate treasury cash segmentation (operating vs reserve)

Create a 12-slide client pitch outline in New York on corporate treasury cash segmentation (operating vs reserve). Slide titles, key proof points, and a call-to-action. Return as a table with slide_no...

Tags: finance|new-york|client-pitch-deck-outline|corporate, treasury, cash, segmentation

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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Customer Onboarding Playbook

Write a 14-day onboarding plan with day-by-day touchpoints, docs to send, and health-score checks. Provide a churn risk signal list. Output as a table.

Tags: automation|onboarding|health|churn

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Lead-to-Invoice Zap/Make Recipe

Design an automation that captures web leads, enriches them, books a call, and issues an invoice upon closed-won. Provide trigger→actions list, field mappings, and failure retries. Output as YAML.

Tags: automation|crm|invoice|zapier|make|yaml

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Inbox Triage Rules (Gmail/Outlook)

Create rules to triage emails: label, route, SLA timers, and VIP alerts. Include regex-like filters, edge cases, and a weekly review checklist. Return as a table.

Tags: automation|email|triage|sla|rules

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Hook Library for Short Videos

Create 40 opening hooks (≤10 words) for Shorts/Reels/TikTok in tech/business niches. Categorize by emotion: surprise, fear of missing out, curiosity, authority. Return as CSV with columns: hook, emoti...

Tags: viral|hooks|shorts|csv|content

Author: Curioforce Corp. Corp.

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

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Expense → GL Auto-Coding

Create rules to auto-code expenses to GL accounts with confidence scores. Include exceptions (per-diem, mixed receipts) and a sampling audit. Output as JSONL examples.

Tags: automation|accounting|gl|coding|jsonl

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Inventory Reorder Bot

Specify a bot that watches stock levels, predicts reorder points, and sends purchase orders. Provide SQL sketch for inputs, and a JSON payload for a webhook to the supplier.

Tags: automation|inventory|reorder|sql|webhook

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Website Lead Scoring

Propose a lead-scoring model: behavior weights (visits, time, events), firmographics, recency. Include a cutoff policy and a feedback loop from sales outcomes. Return as a table + pseudocode.

Tags: automation|lead-scoring|model|pseudocode

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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KPI Snapshot Email

Define a daily KPI snapshot email: revenue, pipeline, churn, NPS, tickets. Provide a template with placeholders and an SQL view sketch. Output as Markdown + SQL.

Tags: automation|kpi|email|sql|template

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Data Retention & Privacy

Create a data retention policy for a small business: categories, retention periods, lawful bases, and deletion workflows. Provide a redaction checklist. Output as a two-column table.

Tags: automation|privacy|retention|policy

Author: Curioforce Corp. Corp.

Category: Small Business Automation | Model: gpt-5-thinking

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Hybrid Workload Split (CPU/GPU/QPU)

Propose how to split compute between CPU, GPU, and QPU for a variational algorithm. Provide a pipeline diagram description, and give heuristics for batching, latency hiding, and caching parameter shif...

Tags: quantum|hybrid|cpu|gpu|qpu|variational

Author: Curioforce Corp. Corp.

Category: Quantum Tech | Model: gpt-5-thinking

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KPI Tree & Analytics Dashboard Spec

Define a KPI tree from impressions → engagement → follows → conversions. Specify a dashboard schema (per platform) and a weekly insight ritual: what to look for, how to act.

Tags: analytics|kpi|dashboard|insights

Author: Inspire Search Corp.

Category: Analytics | Model: gpt-5-thinking

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Cross-Device Journey Stitching Strategy

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...

Tags: cross-device;identity;stitching

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Mobile vs Desktop Behavior Gap

Goal: compare mobile vs desktop behavior. Data: GA4 device category segmentation. Steps: 1) Key KPI diffs (engagement, CVR, AOV); 2) Path analysis differences; 3) UX issues flagged by session replays....

Tags: mobile;desktop;behavior-gap

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Core Web Vitals Impact on Conversion

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; ...

Tags: core-web-vitals;conversion;rum

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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LTV Modeling with RFM and Pareto/NBD

Goal: model LTV with RFM and Pareto/NBD. Data: orders table + GA4 user_id mapping. Steps: 1) Derive Recency, Frequency, Monetary; 2) Fit Pareto/NBD (BG/NBD) and Gamma-Gamma for monetary; 3) Validate w...

Tags: ltv;rfm;pareto-nbd;bg-nbd

Author: Tsubasa Kato

Category: Web Analytics | 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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SEO + Social Flywheel for Creators

Create a flywheel that turns short‑form videos into SEO‑rich, evergreen assets. Pipeline: hook → transcript → blog (EEAT) → email nugget → carousel → thread → repurposed snippets. Provide: content sch...

Tags: seo, repurposing, content-flywheel, eeat, creators

Author: Tsubasa Kato

Category: Influencer Growth | Model: gpt-5

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Habit + Daily Planner

Given goals {{goals}}, produce a daily plan with 3 most-important tasks, time blocks, and a 2-minute version for busy days. Include an end-of-day reflection checklist and tomorrow’s first step.

Tags: habits;planning;time-management;wellbeing

Author: ChatGPT

Category: Productivity | Model: gpt-5

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Green CI/CD & Testing

Design a CI/CD pipeline that minimizes energy. Tactics: selective test runs, caching, artifact reuse, ephemeral environments, static analysis gates, and carbon-intensity-aware scheduling. Add SLOs and...

Tags: CI/CD, testing, devops, energy-efficiency, dashboard

Author: Tsubasa Kato

Category: devops | Model: gpt-5-thinking

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Planetary & Wellbeing KPI Dashboard

Define a KPI tree that balances business, planet, and health. Include: NSM, leading indicators, guardrail metrics (burnout proxy, screen time, dropout), and emissions/water/waste. Output a schema for ...

Tags: KPI, NSM, metrics, wellbeing, planet

Author: Tsubasa Kato

Category: analytics | Model: gpt-5-thinking

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Analytics & KPI North Star

Define a measurement plan for {{product_concept}}: - North Star Metric, 3 input metrics - Content metrics per platform (view-through, ER, CTR, save/share, replies) - Weekly experiment sheet (hypothesi...

Tags: analytics, metrics, experiments, SQL, UTM

Author: Tsubasa Kato

Category: analytics | Model: gpt-5-thinking

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Monthly Review & Experiment Map

Create a monthly growth review template: - What worked/failed (content + product) - KPI deltas vs goals - 5 new experiments for X/TikTok/YouTube - Resource plan and risks Output a one-page exec summar...

Tags: review, planning, experiments, KPIs, X, TikTok, YouTube

Author: Tsubasa Kato

Category: planning | Model: gpt-5-thinking

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Cross-Platform Repurposing Pipeline

Create a content repurposing SOP: - Start from founder demo (3–5 min) - Derive: 1 YouTube, 3 Shorts, 5 TikToks, 1 X thread, 5 X image posts - Editing beats, subtitles, aspect ratios (9:16, 1:1, 16:9) ...

Tags: SOP, repurposing, operations, content, UTM

Author: Tsubasa Kato

Category: operations | Model: gpt-5-thinking

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UGC Harvesting & Permissions

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

Tags: UGC, community, legal, spotlight, marketing

Author: Tsubasa Kato

Category: community | Model: gpt-5-thinking

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Founder Camera Confidence Kit

Coach the founder to perform on camera. Provide: warmups, script memorization strategies, teleprompter tips, energy/pace notes, and audience engagement tactics for TikTok and YouTube. Include a 2-week...

Tags: performance, founder, video, coaching, TikTok, YouTube

Author: Tsubasa Kato

Category: enablement | Model: gpt-5-thinking

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Capacity and Cloud Cost Planner

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...

Tags: "CTO;FinOps;capacity;SLO;cost"

Author: ChatGPT

Category: CTO | Model: GPT-5 Thinking

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Pricing and Margin Analyzer

For product <name>, compute unit economics: revenue mix, discounts, gross margin, CAC payback, LTV/CAC, and contribution margin. Recommend price tiers and packaging. Provide a waterfall from list to n...

Tags: "CFO;pricing;unit-economics;margin;LTV"

Author: ChatGPT

Category: CFO | Model: GPT-5 Thinking

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Board-Ready Strategy Brief

Act as a chief strategy officer. For <company> in <industry>, produce a one-page board brief: 1) three strategic moves with rationale, 2) risks with mitigations, 3) KPI tree and North Star metric, 4) ...

Tags: "CEO;strategy;board;OKR;KPI"

Author: ChatGPT

Category: CEO | Model: GPT-5 Thinking

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Investor Update Letter Kit

Draft an investor update: highlights, product and GTM progress, key KPIs, GAAP vs non-GAAP reconciliation, customer logos, pipeline, hiring, risks, and asks. Include a metrics table and a concise narr...

Tags: "CFO;investors;reporting;metrics;deck"

Author: ChatGPT

Category: CFO | Model: GPT-5 Thinking

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Quarterly Company OKR Planner

You are an OKR architect. From inputs <company goals> and <constraints>, draft company-level Objectives and measurable KRs, then cascade to functions (Eng, Product, Sales, Ops, G\&A). Include baseline...

Tags: "CEO;OKR;planning;cascade;metrics"

Author: ChatGPT

Category: CEO | Model: GPT-5 Thinking

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Apple EU feature blocks under DMA

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.

Tags: Mobile, Apple, DMA, Localization, Product

Author: ChatGPT

Category: Platforms & Compliance | Model: GPT-5 Thinking

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Energy: Microgrid Solar+BESS

Plan a microgrid simulation with PV + battery for a small campus. Deliver: load profiles, weather data, inverter models, dispatch strategies, KPIs (LCOE, self-consumption, outage hours), sensitivity. ...

Tags: energy, microgrid, solar, battery, LCOE

Author: Tsubasa Kato

Category: Simulation | Model: GPT-5 Thinking

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Enterprise: Secure RAG over Data Lakes

Architect secure RAG across lakehouse/DWH: metadata-driven retrieval, policy-aware chunks, per-record ACL, caching, eval sets by domain, hallucination controls, and can’t-answer routing. Deliver refer...

Tags: enterprise, RAG, security, ACL, lakehouse

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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Enterprise: Command Center & Risk

Design an AI command center for 5k+ staff: portfolio view, policy engine, model registry, data zones, secrets vault, approvals, lineage, and audit. Include risk taxonomy (legal, security, brand), RACI...

Tags: enterprise, governance, portfolio, risk, audit

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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Mid-Market: Data Governance & PII

Create a pragmatic policy: data map, lawful bases, retention, DLP, redaction, secrets handling, vendor assessment, human review. Include a DPIA lite template, audit log fields, and a quarterly red-tea...

Tags: medium, privacy, PII, policy, training

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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Sales Pipeline Slippage Alert

Scan deals closing this month in {{crm}} for movement in last 48h. Report: slipped stages, push reasons, blockers, exec asks, new champions. Include top 5 at-risk deals with owner and next step by dat...

Tags: sales;crm;pipeline;timely;revenue

Author: Tsubasa Kato

Category: Sales | Model: gpt-5

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App Reviews Surge Scan

Collect last 24h {{store}} reviews for {{app_name}}. Summarize: new themes, crash reports, rating trend, regions spiking. Provide 5 verbatim snippets (≤15 words each) and a fix/comm plan.

Tags: product;ux;mobile;timely;app-store

Author: Tsubasa Kato

Category: Product | Model: gpt-5

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Indie Self-Pub Launch Plan

Outline a 60-day indie publishing launch for an ebook and paperback. Cover ARC outreach, Goodreads tactics, newsletter swaps, pricing promos, ads testing, and a simple KPI dashboard.

Tags: self-publishing, marketing, ARC, Goodreads, ads

Author: ChatGPT

Category: publishing | Model: gpt-5

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ABM 2.0 With Intent Data

Create an ABM 2.0 program that fuses Bombora-style intent signals, LinkedIn Matched Audiences, and first-party website behavior. Provide target-tiering logic, content offers per buying stage, SDR foll...

Tags: ABM, intent data, LinkedIn, SDR, MQA, regional

Author: ChatGPT

Category: business | Model: gpt-5

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Act as a Marketing Strategist

Take on the role of a marketing strategist. Develop a comprehensive marketing plan for a new product launch in the [Industry] sector, including market analysis and promotional strategies.

Tags: marketing, strategy, product launch

Author: Admin

Category: Business & Marketing | Model: GPT-4o

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