Explore Prompts

Analyze planning strategies for expanding digital infrastructure (data centers and edge computing) with an emphasis on environmental footprint, energy sourcing, cooling technology, siting, community engagement, and regulatory incentives. Develop a decision-support framework to balance growth in digital services with climate targets and local impacts.

Propose a governance framework for using real-world data to train AI in sensitive domains, addressing data provenance, consent, minimization, bias mitigation, transparency, security, and accountability. Compare centralized versus federated approaches, and outline a blueprint for responsible innovation that protects individuals while enabling beneficial applications.

Create a program blueprint for supporting young people aging out of care, spanning education, housing, healthcare, employment, and social connections. Identify gaps indicated by research on isolation and mortality risk, design phased milestones, accountable roles, budgeting, and evaluation indicators. Include international comparisons and scalable implementation considerations.

Design an evaluation plan for large-scale public housing investment programs: governance structures, funding models, allocation criteria, maintenance commitments, and long-term social outcomes. Compare with alternative approaches like modular housing, public-private partnerships, or targeted subsidies. Propose metrics, evaluation timelines, risk controls, and ways to ensure equity and resilience in urban housing policy.

Assess the design of defense-in-depth strategies for protecting critical infrastructure against cyber threats. Discuss governance, information sharing, incident response, redundancy, and public-private coordination. Use plausible incident scenarios to illustrate risk, and develop a playbook for prevention, detection, and rapid recovery that minimizes service disruption.

Analyze how different energy pricing mechanisms (price caps, subsidies, wholesale market design, and decoupling) affect household financial resilience, energy poverty, and long-term market efficiency. Compare policy responses that mitigate hardship while maintaining reliability and incentivizing efficiency. Include a framework of indicators across income, region, and energy usage; propose steps policymakers could take to adapt to evolving energy markets.

Investigate the demographic trend of rising births and marriages in a major city, examining factors such as economy, childcare, housing, and social norms. Compare with international cases, identify opportunities and risks for long-term population stability, and propose evidence-based policy measures to sustain positive momentum while ensuring inclusivity and fiscal sustainability.

Compare traditional air cooling with emerging liquid cooling strategies for large-scale AI data centers, evaluating energy efficiency, reliability, maintenance, and environmental impact. Include a business-case model, risk management, and implications for edge deployment and cloud providers. Propose a set of best practices for selecting cooling tech in different workload profiles.

Develop a comprehensive governance framework for national AI ethics principles that translates high-level values into concrete practices for developers, businesses, and public agencies. Include: risk assessment, transparency, accountability mechanisms, auditing, and public engagement strategies. Propose metrics and governance structures to monitor adherence, update cycles, and international alignment.

Propose a blueprint for deploying continuous AI-enabled public service assistants for tax, welfare, and safety programs, focusing on accessibility, trust, accountability, and privacy. Compare possible delivery models (in-house vs. contracted), required data infrastructures, risk mitigation strategies, and evaluation metrics. Include citizen journeys, service-level targets, and long-term capacity-building plans.

Design a framework for integrating environmental and ocean observation satellite data into national decision-making that improves climate resilience, maritime safety, and ecosystem management. Include data governance, interoperability standards, public-private partnerships, and ethical considerations. Provide a phased plan for building capacity and a set of measurable outcomes.

Analyze how ongoing development of humanoid AI and robotics systems, integrated across hardware, software, and cloud capabilities, could transform labor demand, skill requirements, and social protection programs over the long term. Compare multiple market sectors, propose policy levers to manage transition, and outline a phased adoption roadmap for a mid-sized economy.