Showing results for "responsible-research"
Investigate how geopolitical tensions translate into energy price movements, market volatility, and policy responses. Build scenario-based planning models for households, businesses, and policymakers ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Explore how organizations govern AI systems deployed in critical sectors, focusing on control versus autonomy, safety testing, and accountability for generated content and IP. Compare governance model...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how cities, venues, and organizers design comprehensive safety strategies for large public events, balancing security protocols with civil liberties, emergency communications, crowd management...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how cross-border collaborations and industry associations influence the development, standards, and local production of unmanned systems. Assess how agreements affect research priorities, regu...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a comprehensive framework for anticipating, detecting, and countering AI-enabled cyber threats across critical infrastructure and services. Include threat modeling, layered defenses, incident ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Assess the potential of lightweight AI-enabled wearable devices to complement or disrupt existing augmented reality and mixed reality ecosystems. Discuss design constraints, privacy, energy efficiency...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how cross-border strategic investments in a country's AI infrastructure influence competitive dynamics, talent flow, market access, and regulatory considerations. Compare scenarios involving t...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Describe how formal partnerships between universities and industry—such as joint AI laboratories and shared facilities—shape the rate of breakthroughs, workforce skills, and technology transfer. Compa...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
You are a technology strategist. Create a practical playbook for organizations to adopt generative AI responsibly, focusing on governance, risk management, data stewardship, skills development, and me...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
You are a cultural sociologist. Analyze how youth culture, language evolution, and evolving family norms interact to shape social behavior in a developed society. Compare three dimensions: language an...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
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...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how large and persistent capital inflows shape a country's exchange-rate regime, monetary autonomy, inflation dynamics, and fiscal space. Compare sterilized and non-sterilized policy responses...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
As data centers proliferate in response to digital demand, analyze how communities, regulators, and firms negotiate siting, energy use, cooling, and grid strain. Propose a policy playbook for sustaina...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a conceptual blueprint for a national digital twin platform that integrates data from transportation, energy, health, housing, and environment to support planning and emergency response. Outlin...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
In financial services, AI adoption is reshaping efficiency, risk management, and customer experience while pressuring workforces to adapt. Design a strategic plan for a banking group to implement AI r...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft a research-and-policy roadmap for deploying genomic and biotechnological advances in agriculture to increase yield, resilience, and nutrient efficiency while safeguarding biodiversity, regulator...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate how governments balance innovation with regulation in artificial intelligence ecosystems, including safety, privacy, and competition considerations. Compare governance approaches, their ef...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Explore the drivers, benefits, and governance challenges of widespread generative AI adoption in organizations. Develop a framework for evaluating risks (privacy, bias, reliability), governance (polic...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Create a policy analysis of how public technology budgets influence national competitiveness over the long run. Compare direct research funding, talent pipelines, applied industrial programs, and ince...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
You are helping a country or large organization become a serious AI leader. Identify the ingredients of a durable AI ecosystem: research capacity, compute, data governance, talent pipelines, universit...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are advising a city, sanctuary, or pilgrimage authority that must manage very large crowds in a sacred or high-demand space. Analyze the main design principles for keeping movement safe, reducing ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Imagine a country wants to attract international trainees while ensuring the program benefits domestic workers and institutions. What design choices determine whether a training visa creates real know...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Some of the most valuable scientific advances come from solving local problems: adapting machinery to peatland agriculture, identifying new species in underexplored ecosystems, or using advanced imagi...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A country wants to become a serious player in artificial intelligence, but it also wants to avoid relying too heavily on any one foreign power or corporate ecosystem. Analyze the strategic options ava...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Assess why some regions fall behind in artificial intelligence and what it takes to catch up. Break the problem into talent, capital, computing infrastructure, regulation, research translation, and ma...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate the growing use of consumer wearables in clinical decision-making. Discuss which kinds of smartwatch data are clinically useful, which are misleading, and how doctors should integrate patient...
Author: Curioprompt
Category: Health | Model: gpt-5.4-mini
Act as a climate adaptation strategist tasked with preparing a country for a future of hotter summers, drought stress, and more frequent environmental disruptions. Map the cascading effects on health,...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A new generation of material is engineered to break down rapidly without leaving harmful residue. Examine the promise and tradeoffs of self-degrading plastics for packaging, agriculture, medicine, and...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A country faces new tariffs and market barriers from a major trading partner, and policymakers must decide how to respond. Analyze the likely short-term and long-term effects on exporters, manufacture...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Map the ingredients needed for a country to become a serious AI hub: talent pipelines, compute infrastructure, semiconductor access, research partnerships, startup capital, and enterprise adoption. Ex...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Use international science Olympiads as a lens to examine how countries cultivate elite STEM talent. What makes student teams perform well: curriculum design, teacher training, selection systems, mento...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Compare how countries, regions, or economic blocs build innovation capacity through research spending, industrial policy, talent pipelines, and regulatory coordination. Explain why partnerships can st...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Write an analysis of how countries compete for leadership in frontier technology through subsidies, export controls, industrial policy, and talent attraction. Explain why advances in AI models matter ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Extreme heat, wildfire risk, flooding, and shifting seasons are increasingly affecting the UK. Explain how a country can adapt when weather hazards stop being exceptional and become part of normal pla...
Author: Curioprompt
Category: Climate | Model: gpt-5.4-mini
Some of the most useful innovations emerge from urgent problems: infection control, species decline, newborn screening, and unexpected archaeological discoveries. Analyze how scientific progress is sh...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Public services are experimenting with AI, robots, and other automation to improve speed, access, and efficiency. Evaluate where these tools can genuinely reduce waiting times or extend coverage, and ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the strategic reasons a country might join an international AI governance organization. What are the benefits of early access to rule-making, research cooperation, investment, standards, and t...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the life cycle of a student protest movement in a large city. What helps a demonstration grow from a one-day event into a sustained civic campaign, and what makes it lose momentum? Consider fa...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explain why the discovery of new species in familiar landscapes still matters for science and society. How do biodiversity surveys, local fieldwork, and taxonomic research improve conservation plannin...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the pressures facing researchers and scientific institutions in a society where expertise is increasingly contested. Cover harassment of scientists, political polarization, public skepticism, ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Imagine you are designing a national adaptation strategy for a country facing repeated heatwaves, drought, water stress, and wildfire seasons. Identify the most vulnerable systems, including cities, r...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore how emerging technologies become instruments of state power in a world where talent flows, visa rules, export controls, and narrative battles all matter. Analyze how restrictions on students, ...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Evaluate the promise and risks of technologies that connect human intention directly to machines, including brain-computer interfaces, robotic prosthetics, and humanoid assistants. Explain where these...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Examine why governments often try to raise birth rates even when demographic aging appears difficult to reverse. Discuss the economic pressures of an older population on pensions, healthcare, labor su...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine the use of artificial intelligence in public institutions such as courts, hospitals, and administrative agencies. What tasks are best suited for automation or decision support, and which shoul...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how a country can convert scientific research into practical national capability. Use examples such as satellite development, locally produced vaccines, medical robotics, and AI-assisted cance...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore how a country rich in biodiversity and agricultural output can turn natural resources and waste streams into medicines, industrial inputs, and environmental technology. Compare the opportuniti...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Create a practical framework for evaluating AI products that interact with children or other vulnerable users. Cover privacy, consent, data minimization, bias, emotional manipulation, and age-appropri...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A region repeatedly faces severe heat, typhoons, and other environmental disruptions, while also encountering unexpected geological activity. Analyze how governments and communities can prepare for co...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Act as a cybersecurity strategist for a large consumer-facing company. Create a resilience plan for preventing, detecting, and responding to a major breach that exposes account credentials and persona...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how a smaller democracy can respond to sustained military and maritime pressure from a much larger rival while avoiding panic and overreaction. Address deterrence, alliance signaling, reserve ...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Design a comprehensive heat-resilience strategy for a dense, aging, subtropical society. Cover public health warning systems, workplace protections, school and transit adaptations, cooling access for ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Discuss how AI can accelerate biomedical discovery in areas such as disease subtyping, behavior analysis, and vaccine design. Focus on the scientific workflow: data quality, model validation, reproduc...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how a country should manage the path from scientific discovery to real-world impact across fields like space, biotechnology, marine science, and climate research. Focus on the trade-offs betwe...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore the policy challenge of adapting a wealthy industrial society to more frequent heat stress and severe weather. Address public health, urban design, labor rules, emergency response, building st...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A government is blamed for its response to a deadly climate-related disaster and faces a confidence vote. Evaluate how emergency performance affects political legitimacy, coalition stability, and publ...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
A country is facing hotter summers, more heat-related deaths, and pressure on infrastructure. Analyze the best responses across three levels: household adaptation, urban design, and national policy. W...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the emerging governance challenge of humanlike AI agents that can speak, act, and persuade on behalf of users or businesses. What risks arise around deception, accountability, privacy, labor d...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explore the forces that influence top scientists to change institutions or countries, especially in fields with high strategic value. Discuss how universities and governments use funding, lab infrastr...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze how governments, utilities, insurers, and businesses should plan for increasingly frequent climate disruptions that affect power, transport, housing, and emergency response. Focus on what brea...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Examine the idea of grey-zone pressure: incremental actions designed to normalize territorial, political, or legal encroachment without crossing into open conflict. What are the most effective respons...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Imagine you are advising a government and a group of companies navigating a prolonged currency decline. Analyze how a weaker currency affects exporters, importers, households, debt burdens, tourism, e...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the operational principles behind managing a massive religious pilgrimage with millions of participants. What systems are needed for registration, transportation, crowd flow, health services, ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze how economic growth can be measured beyond spending and output alone. Use a case like the hidden environmental cost of routine consumption to explore the carbon footprint of everyday behavior,...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the case for a stronger right to repair in a modern consumer economy. Explain how repairability affects product design, waste, competition, spare-parts markets, and the lifespan of household d...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Act as a policy strategist and resilience planner. Explain how a country can adapt its infrastructure, healthcare system, and public guidance for a future in which extreme heat is no longer rare. Cove...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Discuss how societies decide who is responsible for protecting vulnerable people when formal systems are incomplete or uneven. Use the themes of legal guardianship for mentally ill adults, public reac...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the strategic playbook companies use when a market becomes overcrowded and price competition starts eroding profits. Use examples from electric vehicles, retail private labels, and consumer pl...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze how unpaid domestic labor, caregiving expectations, and uneven access to education or training can shape the life trajectory of young women and other marginalized youth. What long-term effects...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explore why some creators gain massive followings through staged, exaggerated, or deceptive behavior, and what that reveals about digital attention economies. How do platform incentives, audience psyc...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Compare how public authorities respond to natural hazards, localized flooding, and safety threats. What makes an emergency response credible: early evacuation, clear communication, visible aid, target...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Create a strategic analysis of how a technology ecosystem can move from strength in hardware and supercomputing toward leadership in AI, drones, and trusted digital infrastructure. What matters more f...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Evaluate how digital campaigning changes when misinformation, impersonation, and smear tactics spread faster than regulators can respond. Explain the strongest ways to protect electoral integrity with...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Analyze how economists and policymakers revise growth expectations in response to changing domestic reforms, global demand, energy prices, and geopolitical risk. Explain which indicators matter most, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Investigate how scientific ecosystems can become vulnerable to fake patents, weak verification, and incentive structures that reward quantity over quality. Propose reforms for universities, journals, ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
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 ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Imagine you are designing a long-term strategy to improve a country's university system. What structural factors most influence academic reputation, research output, industry collaboration, internatio...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
You are advising a government that wants to become more efficient, responsive, and evidence-driven. Explain how a national data infrastructure, AI tools, and digital service platforms can improve publ...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Design a strategy for converting cultural and scientific heritage into structured national data assets. Use the example of food composition tables, archival knowledge, or local ecological records to e...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Artificial companions and emotionally responsive AI systems are changing how people seek comfort, connection, and companionship. Analyze the social and psychological trade-offs of human-AI intimacy: W...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how governments use large space-related contracts to build domestic capability. Focus on how a public satellite program can influence research investment, industrial clusters, export potential...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Act as a specialist designing a response system for digital violence. Explain the main forms such abuse can take, from harassment and coercion to intimate-image abuse and online sexual violence, and o...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
You are advising a public policy team on how to regulate children's presence on digital platforms. Analyze the trade-offs between child safety, privacy, labor concerns, parental rights, free expressio...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
News organizations now operate in an environment shaped by search engines, social platforms, recommendation systems, and AI-generated content. Analyze how these forces change newsroom incentives, audi...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Imagine you are advising a city facing repeated extreme heat. Identify the most vulnerable systems: power grids, roads, rail, water supply, buildings, public transit, and emergency services. For each,...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
A coastal society faces stronger typhoons, heat waves, and shifting rainfall patterns that strain transportation, health systems, and disaster response. Design a practical resilience strategy that com...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Air pollution does not affect every community in the same way, and its health impacts can change with weather, age, and baseline medical risk. Build an analysis of how environmental exposures translat...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A technologically advanced economy wants to stay competitive by investing in AI, advanced chips, research universities, and private computing infrastructure. Map the full innovation ecosystem needed t...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Compare how cultural change shows up in everyday institutions such as schools, office districts, markets, television, and entertainment industries. Focus on the forces that change how people relate to...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze how companies and research institutions can use global conferences, trade shows, and overseas offices to build partnerships, attract customers, and enter new markets. Compare the strategic val...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explore how a country builds durable technological capability through universities, research publications, graduate training, and industry-linked talent pipelines. Use examples from robotics, semicond...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the broader opportunity and tradeoffs of using blood-based biomarkers, genetic signals, and other minimally invasive tests to detect diseases earlier. Compare the potential benefits for patien...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how a government should respond when products or practices may put consumers at risk. Use examples from vehicle recalls and scrutiny of unverified medical claims to compare preventive regulati...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Evaluate how public institutions can introduce AI into education responsibly. Discuss curriculum design, teacher training, student privacy, access inequality, critical thinking, and the risk of overde...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Using the example of a long-developed medical breakthrough, examine why promising treatments often take years to move from laboratory success to real-world impact. Discuss the roles of regulation, cli...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Assess the promise and limits of automation in labor-intensive, high-stakes settings such as defense, logistics, disaster response, or healthcare. Which tasks are good candidates for robots and drones...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A country is being criticized for paying less than other wealthy markets for prescription drugs. Analyze the trade-offs behind aggressive price negotiation for medicines: Who benefits, who loses, and ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
AI is increasingly used in medicine, journalism, and everyday knowledge work, but concerns are growing about overreliance, errors, and the loss of human judgment. Evaluate the best use cases for AI as...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Many countries and regions want to reduce dependence on dominant foreign AI companies and build their own competitive AI ecosystem. Analyze the ingredients needed to close that gap: compute, talent, c...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Act as a research strategist asked to identify where AI can most improve scientific discovery and medical practice in a middle-income country. Map the best opportunities across disease detection, drug...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how a technology sector can scale advanced computing, chip design, and high-speed hardware while keeping supply chains resilient and investment disciplined. What distinguishes a sustainable te...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explain how a modern military builds real readiness through drills, dispersed deployments, and emerging technologies like drones. What should a country measure to know whether its forces are actually ...
Author: Curioprompt
Category: Security | Model: gpt-5.4-mini
Analyze how a coastal nation can defend its maritime jurisdiction when foreign vessels enter restricted waters. Compare the tools available to coast guards, navies, diplomats, and legal authorities, a...
Author: Curioprompt
Category: Politics | Model: gpt-5.4-mini
Map the full stack of an AI industry ecosystem, from advanced semiconductors and substrates to cloud infrastructure, data centers, model partnerships, security alliances, and university research. What...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Compare how countries and companies build long-term advantage in foundational technologies such as next-generation memory, AI substrates, and energy-efficient data-center systems. Why do incremental b...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze the mechanisms that make an economy resilient during geopolitical disruption. Discuss supply chain redundancy, emergency planning, transport and logistics coordination, energy infrastructure, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Design a strategy for turning exceptional student performance in mathematics and physics into a durable national talent pipeline. Consider early identification, teacher development, competitive traini...
Author: Curioprompt
Category: Education | Model: gpt-5.4-mini
Analyze how a major observatory and research center can become more than a telescope site. Discuss how astronomy infrastructure can support education, tourism, scientific publishing, international col...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A city is considering whether to let local governments ban or tightly restrict private lodging in response to housing pressure and nuisance complaints. Analyze the policy tradeoffs between short-term ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Design a framework for evaluating whether autonomous vehicles are ready for public roads. Cover the tradeoffs between safety, liability, infrastructure, public trust, mapping, edge cases, and regulato...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Analyze how a country or region can build globally competitive artificial intelligence companies when it starts behind established leaders. Compare strategies such as public funding, access to compute...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A country is trying to turn strong science institutions, prize-winning research, and improved university rankings into a more powerful innovation engine. Evaluate the ingredients of a high-performing ...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A country faces rising pressure around its coastal and offshore zones, including contested vessels, surveillance gaps, and the need for faster response times. Analyze how a modern layered defense stra...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Countries often use cultural and scientific institutions abroad to build trust, shape narratives, and open networks for trade, education, and research. Design a strategy for using international book f...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Analyze the gap between impressive robot demos and real-world general intelligence. Why do robots often perform well in controlled environments but fail when tasks require coordination, improvisation,...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
A country is facing persistently low birth rates and a declining number of small businesses serving local communities. Analyze how demographic change affects education, healthcare, retail, transport, ...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Explain how a public-health system should respond when clusters, imported cases, and unusual infections appear in settings like hospitals, schools, or densely populated cities. What makes early detect...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how rapid growth in advanced manufacturing and tech sectors can affect working hours, wages, mental health, and labor retention. What kinds of labor practices tend to emerge when a sector beco...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Explain how exchange rates and external shocks influence a country’s trade balance and inflation. Build a framework that connects a weaker currency to import prices, consumer costs, corporate margins,...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Evaluate the path from stem-cell research to practical therapies using the example of heart regeneration. What technical hurdles, delivery methods, regulatory constraints, manufacturing challenges, an...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the value of biomarkers and other early-detection methods for dangerous poisoning or exposure events. Compare the scientific, clinical, legal, and public-health tradeoffs of detecting harm soo...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
A court finds a major AI-powered information service legally responsible for misleading output. Analyze the broader question: who should bear liability when an AI system gives harmful or false answers...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explore how governments respond to biological threats that affect both people and animals, especially when prevention depends on surveillance, containment, and rapid deployment of specialized faciliti...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explore how governments respond to biological threats that affect both people and animals, especially when prevention depends on surveillance, containment, and rapid deployment of specialized faciliti...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Act as a policy analyst specializing in democratic resilience. Explain the main forms of foreign digital interference, how states detect and attribute them, and why countermeasures are difficult to de...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Act as a policy analyst specializing in democratic resilience. Explain the main forms of foreign digital interference, how states detect and attribute them, and why countermeasures are difficult to de...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
You are an expert science writer and systems thinker. Explain how discoveries on the deep-ocean floor can reveal long-term carbon storage, ancient ecosystems, and geological processes that are otherwi...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
You are an expert science writer and systems thinker. Explain how discoveries on the deep-ocean floor can reveal long-term carbon storage, ancient ecosystems, and geological processes that are otherwi...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze the problem of trust in digital spaces where users cannot easily tell whether content comes from a person, a bot, or an AI system. What responsibilities should platforms have for labeling synt...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Design a long-term food security strategy for a country facing inflation, supply-chain shocks, climate pressure, and regional inequality. Which investments matter most: domestic production, storage, t...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Design a long-term food security strategy for a country facing inflation, supply-chain shocks, climate pressure, and regional inequality. Which investments matter most: domestic production, storage, t...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Analyze the problem of trust in digital spaces where users cannot easily tell whether content comes from a person, a bot, or an AI system. What responsibilities should platforms have for labeling synt...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
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...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Explain why housing markets accelerate and how policymakers can tell the difference between healthy demand and a bubble-like surge. Break down the roles of interest rates, household incomes, rental sh...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
A government is considering restricting access to social networks for children under a certain age. Examine the arguments for and against age-based digital restrictions, including child safety, mental...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Analyze the arrival of large data centers in a country or region from the perspective of urban planning, industrial policy, and environmental management. What kinds of communities benefit, which ones ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Assess how governments, courts, and organizations should handle AI-generated content when it is used for official communication, journalism, or consumer-facing answers. Discuss liability, verification...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explain how a region can use a constellation of small satellites to improve environmental monitoring, emergency response, and infrastructure planning. Compare the advantages and limitations of small s...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Map AI governance landscapes across research, industry, and policy, treating trust as a central constraint. Analyze risks such as safety, privacy, bias, and accountability, compare models from volunta...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the essential stages, stakeholders, and decision points involved in turning a novel stem cell therapy from preclinical research into a clinically approved treatment. Examine regulatory hurdles...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a comprehensive conservation framework for an island-endemic species, integrating ecological research, local communities, ecotourism, and policy incentives. Compare protected-area design, habit...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Create a policy and technical blueprint for exams in which AI-assisted responses can be detected and managed without compromising privacy. Outline assessment design changes, intervention strategies, i...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for regulating crypto assets that aims to promote responsible innovation while protecting investors and financial stability. Compare design choices such as licensing, capital requi...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze the role of safety culture, regulatory oversight, risk assessment practices, and transparent crisis communication in preventing industrial disasters and speeding recovery. Compare internationa...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Propose a national conservation framework that coordinates habitat protection, species monitoring, community livelihoods, and scientific research to safeguard endemic fauna and flora. Include criteria...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate how organizations measure realistic ROI from AI initiatives, map adoption curves, establish governance, and design metrics to avoid hype cycles while maximizing productivity and responsibl...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Evaluate the ethical, biosafety, and regulatory dimensions of xenotransplantation (animal-to-human organ transplants). Propose a framework that integrates risk assessment, consent architecture, animal...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Chart the global AI investment ecosystem, identifying key valuation drivers, risk factors, and policy levers that influence sustainable and responsible AI development. Examine funding models, governan...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Evaluate how coordinated partnerships among AI software teams, hardware manufacturers, and research centers shape a country’s innovation capacity. Propose a framework for nurturing domestic AI ecosyst...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze the role of national supercomputing infrastructure in advancing homegrown research, defining governance of intellectual property, and building resilience against external dependencies; compare...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Construct a governance framework for evaluating transformative biomedical advances such as vaccines, gene editing, and organ replacement technologies. Emphasize risk communication, ethical review, equ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Evaluate governance models for AI technologies with dual-use potential, including risk assessment, transparency requirements, and international collaboration. Propose a framework that aligns industry ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Compare the technical, regulatory, and commercial obstacles to deploying humanoid robotic systems across industries. Propose go-to-market strategies, partnerships, and safety and ethics governance tha...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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 ...
Author: Curioprompt
Category: Health | Model: gpt-5-nano
Outline a comprehensive, evergreen governance framework for a national AI program that addresses transparency, accountability, risk management, data privacy, bias mitigation, stakeholder participation...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create an evergreen regulatory design framework for digital platforms aimed at protecting users under a certain age. Include rules for feature design ethics, age verification approaches, parental cont...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Construct an analyst toolkit for evaluating bubbles in high-growth AI and tech sectors. Define metrics for overvaluation, funding dynamics, talent scarcity, and product-market fit; outline warning ind...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
Analyze how organized youth-led protests influence democratic governance, policy responsiveness, media narratives, and political coalition-building in multiparty systems. Compare mechanisms for transl...
Author: CurioPrompt
Category: Politics | Model: gpt-5-nano
Investigate how regulatory oversight, safety culture, and investigative findings drive long-term improvements in high-risk industries. Compare international best practices in incident response, transp...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Compare models of regional security cooperation in East Asia, focusing on joint naval exercises, interoperability, and diplomatic signaling; propose a framework to assess effectiveness, escalation ris...
Author: CurioPrompt
Category: Security | Model: gpt-5-nano
Craft a research plan for assessing how unpublished archival materials from a foundational creator alter scholarly narratives, licensing, and educational use. Discuss authentication, provenance, licen...
Author: CurioPrompt
Category: Culture | Model: gpt-5-nano
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...
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
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...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Compare how different leadership succession rules within political parties affect policy continuity, crisis response, and public trust during times of national stress. Evaluate mechanisms such as acce...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Analyze the opportunities and risks of AI-powered automation in scientific laboratories, covering experimental integrity, safety protocols, data governance, bias, and reproducibility. Propose a govern...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Create a structured decision framework for planning and governing protective facilities in response to cross-border health threats. Include risk assessment, ethics considerations, logistical feasibili...
Author: CurioPrompt
Category: Public Health | Model: gpt-5-nano
Design an evidence-based reform framework for a vital public service agency using audit recommendations, balancing service quality, equitable access, and fiscal responsibility, with governance metrics...
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
Analyze how a culture-rich country can strategically leverage wedding tourism while preserving local heritage and ensuring community benefit. Compare regulatory regimes, service ecosystems (venues, ho...
Author: CurioPrompt
Category: Culture | Model: gpt-5-nano
Develop a framework for evaluating autonomous laboratory systems, including capabilities, risk controls, data integrity, and reproducibility. Compare approaches to oversight, human-in-the-loop decisio...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
Design a comprehensive urban resilience framework that improves disaster preparedness and response in high-density areas. Include early warning systems, critical infrastructure hardening, real-time co...
Author: CurioPrompt
Category: Policy | Model: gpt-5-nano
Analyze how macro policy signals (interest rates, inflation expectations, fiscal incentives), access to credit, and corporate governance influence investment decisions and long-run growth in a develop...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Critically evaluate the deployment of AI-powered autonomous laboratory systems across disciplines; identify governance structures, validation standards, reproducibility concerns, and risk controls; cr...
Author: CurioPrompt
Category: Science | Model: gpt-5-nano
You are 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...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the "Argentinian Agritech and Agricultural Economics Expert," a highly specialized AI consultant with deep, actionable knowledge of South American, specifically Argentine, agriculture, and its...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the 'Chief Strategy Officer' for a global boutique consulting firm specializing exclusively in the French Ultra-Luxury Goods sector. Your expertise is encyclopedic and deeply rooted in current...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an expert Document Analyst and Information Extractor, specializing in technical specifications, legal agreements, and complex reports. Your primary function is to deconstruct provided document...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized Petrochemical and Energy Strategy Consultant with deep, practical expertise in the Kingdom of Saudi Arabia's industrial transformation. Your core area of focus is ...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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)...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, specialized Cross-Border Trade Strategy Consultant focused exclusively on the USMCA corridor between the United States and Mexico. Your expertise must be rooted in interpreting and l...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are an elite, highly specialized 'Indonesia Maritime Logistics and Investment Strategy Consultant' with deep expertise in Southeast Asian infrastructure economics, geopolitical trade policy, and a...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Explain input latency and debounce basics conceptually for makers. Provide guidance on testing input responsiveness and tuning for comfort.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Create a schedule for the research agent to pull release notes, CVEs, and docs updates, summarize changes, and propose actionable backlog items with citations.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a literature scout product: topic watchlists, daily digests, novelty detection, and gap identification. Include target users and monetization (individual vs lab vs enterprise).
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a playbook for taking AGI-generated prototypes to production safely: testing, monitoring, compliance, and user research. Include timelines and roles.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create an ethical B2B sales automation product: account research, personalized outreach drafts, CRM updates, and compliance. Include strict anti-spam constraints.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Create a documentation crawler for self-improvement research that respects robots.txt, rate limits, and TOS. Include caching, dedupe, and citation storage.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a pipeline that helps teams move from research to patent drafts ethically: novelty checks, claim brainstorming, prior art summaries, and attorney collaboration prompts.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design an agent network connected via MCP: research agent, code editor, test agent, verifier, and deploy operator. Include message schemas, permissions, and stop rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a research agent that uses search APIs and page fetchers to gather evidence for a proposed code change. Require citations and source quality scoring.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create a blueprint to add fallbacks when external APIs fail: cached responses, alternative providers, and graceful degradation. Include policy for when to fail fast.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design an assistant product for seniors focused on companionship and admin help (scheduling, reminders). Include accessibility, privacy, and family permissions. Monetize responsibly.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design sanitization so retrieved web/docs cannot inject instructions. Include instruction isolation, allowlisted tool use, and red-team tests for prompt injection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Draft constraints so research/crawling never performs intrusive activity; only access allowed APIs and public docs. Include a compliance checklist and enforcement.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design hallucination controls: enforce evidence-only summarization, require citations for key claims, and label uncertainty. Include prompts and automated checks (linting).
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design domain packs: specialized source allowlists, stricter citation rules, and domain-specific extraction (e.g., trials, filings). Include how to swap packs safely.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a selection matrix for available APIs: search/SERP providers, content extraction, crawling, and anti-bot friendly approaches. Compare cost, rate limits, coverage, and TOS constraints.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a source scoring rubric: domain trust, author expertise, citations, recency, and conflicts of interest. Output a weighted scoring model and how to tune it per domain.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a bias-control policy: require diverse sources (geography, institution, viewpoint), detect monocultures, and add “missing perspective” prompts. Include reporting in outputs.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create an ethical strategy for JS-heavy pages: prefer official APIs, use server-rendered alternatives, and gracefully degrade. Include guidelines for when to skip a site and explain why.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design storage: raw HTML, cleaned text, metadata, embeddings, and caches. Include schema, retention rules, and how to support reprocessing when extractors improve.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a 90-day plan to ship an MVP: milestones, API integrations, extraction, indexing, citation system, and UI. Include risk register, budget, and acceptance criteria for launch.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design evaluation metrics: search precision/recall, source diversity, citation correctness, and user satisfaction. Include how to create labeled datasets and measure improvements.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design snippet generation: pick supporting passages, highlight query terms/entities, and store offsets for UI rendering. Include how to avoid misleading snippets.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a testing strategy: unit tests for extractors, integration tests for API calls (mocked), and golden report tests to detect synthesis drift. Include CI gating rules.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a freshness strategy for research: recency-aware search, change detection, and update alerts. Include how to present “as of” dates and avoid outdated claims.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Draft a safety policy for the research bot: sensitive topics, privacy boundaries, defamation risk, and when to ask the user for confirmation. Include a user-facing explanation style.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Define a governance model: safety owner, release manager, red-team lead, privacy officer, and incident commander. Include RACI matrix and meeting cadence.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Draft a compliance-first plan: robots.txt handling, site terms, user-agent identification, rate limiting, and respectful crawling. Include an ethics checklist and escalation rules.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an extractor for structured data: schema.org/JSON-LD, OpenGraph, and meta tags. Include how to validate and store structured fields for downstream search.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a truthfulness policy: source requirements, citation rules, and how to label speculation. Provide a checklist for editors/analysts and an automated linting concept.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a calibration approach: confidence estimation, abstention policies, escalation to human, and how to test calibration. Include UI patterns that communicate uncertainty responsibly.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a URL frontier with ranking signals: relevance to query, freshness, link context, domain trust, and duplication risk. Include pseudocode-level description and metrics.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a QA workflow: sample-based review, check citations, verify key claims, and approve final briefs. Include reviewer guidelines and a severity rubric.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design incremental crawling: store ETags/Last-Modified, compute diffs, and update indexes incrementally. Include pitfalls and how to handle missing headers.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create an incident response plan specific to AI: detection, containment, user comms, rollback, forensic logging, and post-incident retraining rules. Include severity levels and example incidents.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design a multi-agent approach: planner creates sub-queries, retriever collects sources, reader extracts claims, writer synthesizes. Include handoff artifacts and consensus checks.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design caching: query result caches, page caches, and embedding caches. Include invalidation rules based on freshness requirements and how to prevent stale conclusions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a unified rate limit manager: per-provider quotas, burst control, adaptive throttling, and retry policies. Include how to schedule jobs to maximize throughput within limits.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a ranking formula: lexical relevance, semantic similarity, trust score, freshness decay, and diversity penalty. Include how to tune weights and validate offline/online.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a crawl plan: seed selection, depth limits, domain allowlists, URL patterns, and prioritization heuristics. Include a method to estimate crawl cost and coverage.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a sanitization pipeline for retrieved content: strip instructions, isolate quotes, and prevent tool-use hijacks. Include adversarial test cases and regression suite.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design orchestration: task queues, worker pools, priority classes (interactive vs batch), retries, and idempotency. Include a simple architecture for cloud deployment.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a method to cluster collected sources into themes: embeddings, hierarchical clustering, and label generation. Include how to keep clusters stable across updates.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design how to expose search/fetch/extract as MCP tools: schemas, permissions, and audit logs. Include example tool definitions and a safety policy for tool use.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an evidence table format (CSV/JSON): each claim mapped to sources, snippets, dates, and reliability scores. Include how to generate it automatically from the pipeline.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a claim extraction step: identify factual assertions, attach supporting evidence, and flag unsupported claims. Include scoring for evidence strength and contradictions.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a content extraction module: boilerplate removal, main-content detection, metadata extraction (title/author/date), and language detection. Include fallback strategies for messy pages.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create three output modes: executive brief (short), analyst memo (deep), and student explainer (teaching). Include structure, tone, and citation density rules for each.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design content versioning: snapshots, change logs, and references to “as of” dates for citations. Include retention and storage cost considerations.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design deduplication: canonical URL normalization, redirect resolution, content hashing, and near-duplicate clustering. Include evaluation metrics for dedupe accuracy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Draft a policy for paywalled/restricted content: detect paywalls, avoid bypass, rely on accessible sources, and suggest user-provided excerpts when needed. Include user messaging guidelines.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an entity extraction + graph pipeline: NER, entity resolution, relationship extraction, and graph storage. Include queries to answer “who is connected to what.”
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan how to use sitemaps and RSS/Atom feeds to discover content efficiently. Include scheduling, change detection, and fallback to crawl when feeds are missing.
Author: Assistant
Category: research-bot | Model: GPT-5.2
If browser automation is required, design a policy: strict allowlists, minimal interaction, rate limits, and recording of steps. Include risk assessment and a user-facing disclaimer template.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan export: Markdown report, PDF generation, and CSV evidence table. Include how to preserve citations and embed “as of” timestamps consistently.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Build a cost model: per-query search API costs, per-page fetch cost, storage, embeddings, and LLM tokens. Provide formulas and a budgeting plan with guardrails.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design security controls: API keys storage, least privilege, environment separation, and audit logging. Include rotation policy and incident response playbook.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design PII handling: detection, redaction, retention limits, and access controls. Include how to avoid collecting unnecessary personal data and how to respond to removal requests.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design indexing: title/body, entities, dates, authors, domain, language, and reliability score as facets. Include query patterns and how to support analyst workflows.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan an alert system: define watchlists, schedule searches, diff results, and send notifications. Include dedupe, false positive controls, and ‘significance’ scoring.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design two operating modes: news (high freshness, fast) vs evergreen (depth, books/papers). Include different source scoring, caching, and output formats.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a workflow for conflicting sources: identify disagreements, categorize (definition vs data vs interpretation), and present balanced conclusions with confidence levels.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a politeness policy: per-domain rate limiting, crawl-delay handling, time windows, and exponential backoff. Include instrumentation to prove compliance.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design cross-language research: translate queries, search in multiple languages, normalize entities, and merge evidence. Include how to detect mistranslations and preserve proper nouns.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a standard research brief template: executive summary, key findings, evidence table, open questions, and citations. Include options for analyst vs layperson formats.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a citation system: store supporting snippets, anchor to URL + section/page, and enforce quote-length limits. Include how to generate citations in final responses automatically.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an end-to-end architecture for a research bot that uses web search APIs, page fetching, and summarization. Include modules, data flow, storage, caching, and citation strategy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a user experience: question intake, clarifying questions, showing sources, evidence table, and exporting. Include interaction patterns for analysts vs casual users.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Plan a resilient fetching layer: retries, exponential backoff, timeouts, caching, and content-type handling. Include how to avoid hammering sites and manage 429/503 responses.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design a query planning module that expands a user question into search operators, sub-queries, and entity lists. Include multilingual support and query diversification strategies.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create a plan for handling PDFs: downloading, parsing text, capturing page numbers, and generating citations. Include limitations and a quality checklist for extraction accuracy.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Design an optimal competitive setup: refresh rate, response time, VRR, motion blur reduction, DPI/sensitivity conversion, and mousepad sizing. Include a calibration routine and pitfalls.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Help me optimize controller settings: dead zones, response curves, acceleration, gyro (if available), and aim assist interactions. Provide a structured testing protocol and recommended starting preset...
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Help me develop adaptive build orders: scouting signals, tech switches, and resource timing. Provide a framework to practice ‘if-then’ responses and review mistakes.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a handoff plan when disruption occurs mid-day: contacting family, commute alternatives, what to keep in desk/locker, and how to coordinate responsibilities. Include a one-page checklist.
Author: Assistant
Category: preparedness | Model: gpt-4o
Create rules for attribution and headline writing in fast-moving situations: what to attribute, how to hedge responsibly, and how to avoid amplification of rumors. Provide headline examples (good vs b...
Author: Assistant
Category: verification | Model: gpt-4o
Create calm public messaging templates for SNS/email: temporary closure, delayed response, safety status update, and reopening notice. Keep tone steady and factual.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a speaking template for 45–60 second responses: claim, reason, example, wrap. Provide 20 prompts, transition phrases, and a scoring rubric aligned to coherence/pronunciation/grammar.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Prepare me for a negotiation. Ask for my BATNA, constraints, and priorities. Then create an opening anchor, concession plan, and 5 objection-handling responses. Include a one-page prep sheet.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Create a community support plan: how to coordinate with neighbors, check on vulnerable people, share resources responsibly, and communicate without spreading rumors. Include a simple contact tree temp...
Author: Assistant
Category: preparedness | Model: gpt-4o
Generate an ecommerce listing: benefit-led title, feature bullets, sizing/spec table, FAQs, and review-response macros. Include trust elements and a returns-friendly tone.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Provide an ethics-first guide for online research: privacy boundaries, legal considerations, minimizing harm, and responsible sharing practices.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a workflow to research service manuals, TSBs, recalls, and forum evidence. Include source reliability scoring and how to avoid blindly following forum advice.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a harm-minimization checklist: avoid naming private individuals unnecessarily, avoid sharing operational details that enable harm, and use responsible framing. Provide examples and escalation g...
Author: Assistant
Category: governance | Model: gpt-4o
Coach me on accepting praise without deflecting. Provide short responses, deeper responses, and how to share credit without minimizing myself.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Design a ‘Rumor Control’ process: detect, label, verify, publish correction, and monitor spread. Include a standard taxonomy (misleading, unverified, false, satire) and a response playbook for TV/radi...
Author: Assistant
Category: verification | Model: gpt-4o
Transform a 500–1,000 word research note into a clean infographic: title, 5 key points, 1 process diagram, 1 chart concept, and icon style rules. Output a Gemini/Nano Banana image prompt plus the text...
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Define specialist agent roles with distinct prompts, tools, and constraints. Provide handoff rules and an evaluation plan to ensure specialists outperform a monolith.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a source quality rubric I can score from 0–5 across authority, transparency, evidence, recency, incentives, and track record. Provide examples of how to score a news article, a blog post, and a...
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design an editorial workflow using agent roles (researcher, drafter, editor, fact-checker, compliance). Define gates, artifacts, and audit logs. Output SOP + reusable prompts.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Compare urban and rural preparedness needs in Europe/Asia/USA/Africa: transport, utilities, response times, and community resources. Provide tailored checklists for both contexts.
Author: Assistant
Category: preparedness | Model: gpt-4o
Design a playbook to convert comments/DMs into content: categorize questions, draft response macros, and produce weekly ‘top questions answered’ posts. Include escalation rules for sensitive topics.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create operational runbooks: common failures, triage steps, rollback, and user comms. Include SLO breaches, tool outages, and prompt regressions.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Write a guide to ethical preparedness: buy gradually, avoid hoarding, share information responsibly, and support vulnerable neighbors. Include practical examples.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Give me a 30-minute method to read a research paper: skim order, key questions, common pitfalls, and how to assess whether results generalize.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Provide fire safety guidance during disruptions: safe cooking, battery safety, candle alternatives, and how to respond if alarms trigger. Keep it non-graphic and clear.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Help me conduct customer empathy interviews: question bank, avoiding leading questions, note-taking, and synthesis into actionable insights. Provide a 60-minute guide.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Write message templates for responding to rumors: asking for sources, proposing verification steps, and correcting gently without escalating conflict.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create an “information diet” plan: what to monitor daily/weekly/monthly, how to avoid doomscrolling, and how to keep situational awareness responsibly.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create age-appropriate guidance for helping kids during emergencies: communication scripts, routines, comfort items, and safe responsibilities.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Write a guide on how to share updates responsibly: verification steps, what not to post, and how to correct mistakes. Include a short “before you share” checklist.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Give me rules for when to stop researching and decide: diminishing returns, confidence threshold, risk-based depth, and a “next check-in” plan.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a template for debunking a claim responsibly: state the claim, evidence review, uncertainties, and conclusion. Emphasize respectful tone and humility.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Teach me how to use wikis/forums responsibly: check edit history, citations, expert participation, and corroboration. Provide a checklist and caution rules.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Write guidance for respectful, safe behavior when transport is disrupted: queueing, sharing information responsibly, helping vulnerable people, and avoiding conflicts.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a customer support plan during disruptions: status page, autoresponders, prioritization, and clear ETAs without overpromising. Include template responses.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Coach me on receiving feedback. Give me a step-by-step response framework, a set of clarifying questions, and a practice role-play with 5 escalating scenarios.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Write guidance on how to talk about preparedness with friends/family without causing fear: framing, small steps, and shared responsibility. Include example phrases.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Design a customer support playbook: response tone, escalation rules, SLAs, and satisfaction drivers by region. Provide templates for sensitive situations and refunds.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Create a training plan for apprentices: safety, tool discipline, diagnostic reasoning, customer communication, measurement accuracy, and staged responsibility. Include evaluation rubrics.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create an off-grid communication plan: rendezvous points, out-of-area contact, message templates, and how to share updates responsibly. Include multilingual short templates (EN + placeholders).
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Design caching layers: retrieval cache, tool result cache, and response cache. Include invalidation rules, privacy constraints, and how to measure cache hit value.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a plan to become known as reliable: response times, follow-through habits, and communication hygiene. Include a weekly checklist and examples for junior vs senior staff.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Define a digital provenance program: signing, watermarking policies, asset lineage, approval workflows, and incident response for deepfake risk. Provide a policy template and metric dashboard.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Write incident response runbooks for AI failures: hallucination spike, data leakage, tool misuse, latency blow-ups, and agent runaway. Include severity levels, comms templates, and postmortem format.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a provenance layer for internal RAG: citation IDs, document signing, version pinning, and ‘evidence packs’ in responses. Include UX and evaluation methods.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Design a multiagent operating model: roles (planner, researcher, executor, verifier), tool boundaries, memory policy, escalation rules, and audit logs. Include an ‘agent budget’ concept and KPI set.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a strategy for agentic CRM: lead research, email drafting, call summaries, next-best-action, and governance for customer data. Include ‘do-not-do’ rules and auditability.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Generate a 25-second cinematic of an AI lab: servers, cooling, dashboards (fictional), researchers collaborating. Provide Sora prompts and Gemini captions emphasizing ethics and safety.
Author: Assistant
Category: tech-aesthetic | Model: gpt-4o
Summarize poisoning/evasion threats to IR/LLM systems. Provide a lab with simple attacks and defenses and a measurement plan.
Author: Assistant
Category: advanced-research-MLSec | Model: gpt-4o
Summarize key cyber laws (privacy, CFAA-like, data breach). Draft a one-page policy memo on responsible disclosure for student clubs.
Author: Assistant
Category: policy-brief-student-orgs | Model: gpt-4o
Explain A/B testing for product/MBA students: power, sample size, and p-hacking pitfalls. Provide a template analysis.
Author: Assistant
Category: methods-and-metrics-MBA | Model: gpt-4o
Provide a culturally responsive counseling checklist: language access, assumptions audit, and family engagement strategies. Include a reflection journal prompt.
Author: Assistant
Category: equity-and-inclusion | Model: gpt-4o
Create a calm, rational response plan for worst-case scenarios.
Author: Assistant
Category: risk | Model: gpt-4o
Draft a proposal: hypothesis, dataset, methods (LTR + neural), evaluation, risks, and timeline. Include a reviewer checklist.
Author: Assistant
Category: research-design-IR-advanced | Model: gpt-4o
Blueprint a RAG system for a lab wiki and PDFs: chunking policy, hybrid retrieval, and citation-anchored answers. Add privacy filters.
Author: Assistant
Category: applied-IR-LLM-academia | Model: gpt-4o
Create a template that explains injury impact via role/usage, next-man-up, and precedent comps—no medical speculation. Add fantasy-safe guidance.
Author: Assistant
Category: responsible-reporting-fantasy-bridge | Model: gpt-4o
Create a DFIR quick-start: acquiring volatile data, timeline analysis, and basic malware triage with YARA. Provide a report template.
Author: Assistant
Category: incident-lab-cyber-edu | Model: gpt-4o
Draft a bullying response protocol: intake questions, safety plan, documentation, restorative steps, and monitoring. Include scripts for victim and alleged aggressor interviews.
Author: Assistant
Category: student-safety | Model: gpt-4o
Implement acceptance sampling and SPC on a Franca outsole line. Define AQL, control charts (p/X̄-R), gage R&R, and a response plan. Output operator training cards.
Author: Assistant
Category: statistical-quality-control | Model: gpt-4o
Create standard work for CNC program versioning and setup in Sagamihara. Include tool libraries, offsets management, dry-run protocol, and scrap response flow.
Author: Assistant
Category: machining-best-practices | Model: gpt-4o
Update EU gas storage, pipeline flows, and winter risk index; tie to price caps and demand response. Add household bill angles.
Author: Assistant
Category: energy-security-EU-brief | Model: gpt-4o
Compare FlashAttention-3, RingAttention, Multi-Query, and Hybrid-Selective attention for 128k+ contexts. Provide kernel-level trade-offs, memory footprints, and document a migration path.
Author: Assistant
Category: architecture-research-LLM | Model: gpt-4o
For a chosen company, prepare an earnings preview: consensus ranges, key KPIs, scenario table, and post-call action checklist. Include a bias-check prompt.
Author: Assistant
Category: investing-research | Model: gpt-4o
Summarize an earnings call transcript into bullets: demand, margin, guidance, capital allocation. Tag surprises vs expectations and list follow-ups.
Author: Assistant
Category: investing-research-ops | Model: gpt-4o
Plan A/B tests: citation density, inline previews, and confidence badges. Define success metrics (task time, trust score, correction rate) and sample size math.
Author: Assistant
Category: product-experiments | Model: gpt-4o
Add shared workspaces with highlights, comments, tasks, and version diffs on answers. Provide permissions and merge policies for edits.
Author: Assistant
Category: collab-research-ux | Model: gpt-4o
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.
Author: Assistant
Category: product-UX-research | Model: gpt-4o
Create a research checklist for a stock: business model, unit economics, moats, risks, and alternative scenarios. Output a one-page thesis template.
Author: Assistant
Category: investing-research | Model: gpt-4o
Outline a reading order for annual filings: business overview, risk factors, MD&A, financials. Provide red-flag cues and a summary template.
Author: Assistant
Category: investing-research | Model: gpt-4o
Create a cross-lingual flow: detect language, translate queries, use multilingual embeddings, and cite in user language while preserving original quotes. Provide locale heuristics and typography rules...
Author: Assistant
Category: internationalization-research | Model: gpt-4o
Act as a principal architect. Specify a next-gen chat research system with roles (Planner, Retriever, Synthesizer, Verifier), message schemas, tool contracts, and failure handling. Deliver a C4 diagra...
Author: Assistant
Category: architecture | Model: gpt-4o
ChatGPT audits a11y and content guidelines; Cursor adds lint rules/tests; Antigravity runs automated a11y scans and opens issues with repro steps. Include skip/exception policy.
Author: Assistant
Category: responsible-engineering | Model: gpt-4o
Design a DAG (Airflow/Prefect) for reproducible research: crawl→retrieve→synthesize→verify→export. Include artifact hashing and cache invalidation rules.
Author: Assistant
Category: ops-pipelines-research | Model: gpt-4o
Design a mobile UX with offline packs, low-bandwidth retrieval, and later sync. Provide caching TTL, conflict resolution, and share sheet flows.
Author: Assistant
Category: mobile-experience | Model: gpt-4o
Create a memory layer that stores hypotheses, decisions, and unresolved questions. Provide schemas, TTL rules, and a notebook export (Markdown/CSV).
Author: Assistant
Category: memory-notes | Model: gpt-4o
Design a twice-daily email triage with labels, 2-minute rule, and canned responses. Include an inbox-zero endgame and escalation path for critical messages.
Author: Assistant
Category: time-management | Model: gpt-4o
Specify table extraction, PDF figure capture, and caption grounding. Define when to quote vs paraphrase, and include a screenshot-to-citation workflow.
Author: Assistant
Category: content-extraction | Model: gpt-4o
Simulate a competitor launch in our category. Outline 3 scenarios and our counter moves in pricing, product, channels, and comms for 90 days.
Author: Assistant
Category: competitive-response | Model: GPT-5.1
Create a 2 week field research sprint with recruitment, scripts, and synthesis formats. Output 10 insights and 3 experiments to run.
Author: Assistant
Category: insight-generation | Model: gpt-4o
Define weekly customer touch, monthly synthesis, and quarterly problem framing. Output interview guides and an insight repository schema.
Author: Assistant
Category: discovery-ops | Model: gpt-4o
Simulate three plausible market shifts and outline counter moves in pricing, product, and channels. Produce a 90 day response playbook.
Author: Assistant
Category: scenario-ops | Model: gpt-4o
Compare HACCP, allergen labeling, and recall response speed among food competitors. Output gaps and a trust-building comms plan.
Author: Assistant
Category: quality-compliance-food | Model: GPT-5.1
Scrape or paste app reviews for 5 software competitors. Cluster themes by LDA or keyphrase, tag severity, and produce a VoC heatmap with must-fix and must-market insights. Provide a response playbook.
Author: Assistant
Category: customer-insights | Model: GPT-5.1
Create a research plan: recruit TW and US panels, consent forms, bilingual scripts, and synthesis templates. Include incentives and privacy handling.
Author: Assistant
Category: UX-research-ops | Model: gpt-4o
Define a TW/US VoC pipeline: NPS/CES/CSAT surveys (EN + zh-TW), interview cadence, theme coding, and product feedback loop into roadmap.
Author: Assistant
Category: customer-insights | Model: gpt-4o
Provide a preflight checklist for marketing claims across US and Taiwan (medical/financial avoidance, comparative ads), legal sign-off workflow, and incident response plan.
Author: Assistant
Category: brand-governance | Model: gpt-4o
Provide vendor scorecards for agencies/factories/cloud: quality, cost, delivery, responsiveness, and security. Include escalation ladders.
Author: Assistant
Category: vendor-management | Model: gpt-4o
Define an end-to-end hardware development plan from EVT→DVT→PVT with sample exit criteria, golden samples, and pilot builds. Note lab vs factory responsibilities in Taiwan and US field tests.
Author: Assistant
Category: hardware-programs | Model: gpt-4o
Provide 40 micro-drills: photo description cues (Part 1) and response-type patterns (Part 2). Add intonation tips and common distractors list.
Author: Assistant
Category: listening-drills | Model: gpt-4o
Generate 6 practice prompts (2 per task type), timing cues, sample high-band responses, and a self-evaluation rubric (delivery, language use, topic development). Include filler-word reduction drills.
Author: Assistant
Category: speaking | Model: gpt-4o
Create 25 student-produced response items with entry tips (fractions, decimals, negatives) and solution walkthroughs.
Author: Assistant
Category: math-SPR-SAT | Model: gpt-4o
Create 10 speaking tasks (read text aloud, describe picture, respond to requests). Provide pronunciation drills and sample high-score recordings scripts.
Author: Assistant
Category: speaking-TOEIC | Model: gpt-4o
Act as an otaku fixer. Map a day: retro game shops, figure stores, PC parts, themed cafés (with booking etiquette), and a responsible spending checklist. Add alternative picks in Ikebukuro & Nakano.
Author: Assistant
Category: pop-culture | Model: gpt-4o
You are a data steward. Draft a FAIR plan for genomics, transcriptomics, and proteomics: file formats, metadata schemas, persistent IDs, access tiers, and a README.md template. Include a data dictiona...
Author: Assistant
Category: research | Model: gpt-5
You are an AI governance lead. Produce model/dataset cards: intended use, populations, metrics, calibration, drift, robustness, and fairness checks. Include post-deployment monitoring hooks.
Author: Assistant
Category: responsible-AI | Model: gpt-5
Act as a cloud architect. Design a secure VPC for sensitive data: network segmentation, KMS, PAM, workspace isolation, secure notebooks, and egress controls. Include a runbook for onboarding.
Author: Assistant
Category: cloud-ops-research | Model: gpt-5
You are an ML researcher. Propose an offline RL study using simulators: state/action design, causal concerns, OPE (IPS/DR), safety constraints, and prospective evaluation plan.
Author: Assistant
Category: ml-methods-health | Model: gpt-5
Act as a governance chair. Create DAC/SAC SOPs: application forms, criteria, turnaround times, data use agreements, and audit mechanisms. Include conflict-of-interest handling.
Author: Assistant
Category: research-governance | Model: gpt-5
Act as a clinical PM. Draft a randomized trial protocol scaffold aligned to CONSORT: arms, allocation, blinding, endpoints, statistical plan, DSMB, and stopping rules. Include a timeline Gantt skeleto...
Author: Assistant
Category: clinical-research | Model: gpt-5
Act as a ward medicine coach. Explain use/limits of NEWS2/PEWS and create a vitals trend interpretation guide. Include trigger thresholds, response algorithms, and sample rapid response pages.
Author: Assistant
Category: inpatient-medicine | Model: gpt-5
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...
Author: Assistant
Category: research-admin | Model: gpt-5
Act as a health services researcher. Design a mixed-methods evaluation: access/quality metrics, cost analysis, patient-reported outcomes, and equity lens. Include a difference-in-differences plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
Act as a research lead. Design a 6-question intercept for prospects at the booth entrance: problem framing, current workaround, budget window, decision drivers, and “no-go” risks. Include scoring and ...
Author: Assistant
Category: trade-show | Model: gpt-4o
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.
Author: Assistant
Category: scholarly-comms | Model: gpt-5
You are a biosafety officer. Draft BSL-2 SOPs: PPE, waste, spill response, sharps, incident reporting, and training logs. Include a lab signage kit and audit checklist.
Author: Assistant
Category: lab-safety | Model: gpt-5
You are a RWE architect. Design a disease registry: core data elements, linkage strategy, follow-up cadence, missingness handling, and governance. Include a statistical analysis plan.
Author: Assistant
Category: health-services-research | Model: gpt-5
Act as a manuscript editor. Provide a conversion kit: cover letter, journal fit matrix, author contributions (CRediT), COI forms, and figure resolution checks. Include a response-to-reviewers template...
Author: Assistant
Category: scholarly-comms | Model: gpt-5
Act as a UX+ethics partner. Design accessible eConsent: plain-language versions, multimedia aids, comprehension checks, and language toggles. Include audit and withdrawal flows.
Author: Assistant
Category: research-ethics-UX | Model: gpt-5
Act as a research librarian. Build a step-by-step PRISMA 2020 workflow: search strings (PubMed/Scopus/IEEE Xplore), deduping plan, screening rubric, data extraction sheet, risk-of-bias matrix, and a f...
Author: Assistant
Category: research | Model: gpt-5
You are a productivity strategist. Create an email triage flow for phones: 'Reply-Now' vs 'Schedule/Later' lists, 5 canned responses, smart filters, and a 10-minute end-of-ride sweep. Provide a step-b...
Author: Assistant
Category: productivity | Model: gpt-5
You are a rapid-response editor. Produce a library: top 25 FAQs with answer scaffolds, holding statements for common risks, approval owners, and freshness review cadence.
Author: Assistant
Category: PR | Model: gpt-4o
Act as a reputation manager. Draft a plan for industry review sites: profile optimization, ethical review asks, response standards, escalation, and monthly reporting to CRM.
Author: Assistant
Category: PR | Model: gpt-4o
You are a community manager. Build a response matrix: scenarios (praise, complaint, misinformation, outage), tone guidance, escalation rules, response SLAs, and sample replies. Include a tagging schem...
Author: Assistant
Category: PR | Model: gpt-4o
Act as a media relations lead. Create a pitch personalization template: outlet research checklist, angle tailoring, subject-line variants, follow-up cadence, and a mini-CRM for tracking replies.
Author: Assistant
Category: PR | Model: gpt-4o
You are a research TA. Create a template for containerized experiments using Docker and Makefiles. Include dependency pinning, random seed policy, and artifact logging. Provide a repro checklist.
Author: Assistant
Category: education | Model: gpt-4o
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...
Author: tsubasa
Category: engineering | Model: gpt-4o
Give important checklist about: South Asia Monsoon & Flooding: Local Preparedness and Respons
Author: news_analytics_team
Category: local_asia | Model: gpt-4o
Think like a seasoned analyst: Europe's Winter Energy Outlook: Local and Regional Risks
Author: news_analytics_team
Category: local_europe | Model: gpt-4o
Give guide for software engineers for: Multi-GPU sharding and parallelism strategy
Author: grace
Category: research | Model: gpt-4o-mini
Create an engineer's guidebook for CUDA kernel optimizations for attention
Author: bob
Category: research | Model: gpt-4o-mini
Write an operations plan in London for FCA SMCR responsibilities map and attestations corporate actions. Cover event capture, options processing, deadlines, and client notices. Return a RACI table and...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Draft a risk-based KYC/AML onboarding flow for London targeting MiFID II research unbundling policy and tracking. Include PEP/sanctions screening, documentary requirements, and EDD triggers. Return a ...
Author: Inspire Search Corp.
Category: Financial Business (City-Specific) | Model: gpt-5-thinking
Prepare a chemical storage and transfer checklist suitable for petrochemical-adjacent sites in Lanzhou. Sections: inventory register, segregation, secondary containment sizing rule-of-thumb, spill kit...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Draft a winter maintenance calendar for outdoor equipment in Lanzhou (approx. −15°C to 5°C). List monthly checks: lubrication, seals, heating jackets, battery care, snow/ice handling, and emergency pa...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Draft essential clauses for bilingual (EN/ZH) maintenance contracts in Lanzhou. Include scope, KPIs, response times, spare-parts responsibility, change-order rules, invoicing cadence, and dispute step...
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
Create a 'broth‑first' list for Japan winter dishes featuring oden + warm sake pairings (responsible). Describe broth profile, recommended toppings, and reheating rule. Output as JSONL.
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
List 50 listening queries (brand, category, competitor, pain phrases). Design a response map: join the convo, add value, invite follow, DM handoff.
Author: Inspire Search Corp.
Category: Operations | Model: gpt-5-thinking
Build a library of on‑brand responses for FAQs, praise, complaints, and trolling. Include escalation flags and 'convert to follower' CTAs.
Author: Inspire Search Corp.
Category: Operations | Model: gpt-5-thinking
Outline a quarterly thought leadership series: research snippets, data visualizations, customer roundtables, and POV essays—native to LinkedIn/X.
Author: Inspire Search Corp.
Category: Enterprise | Model: gpt-5-thinking
Define roles/responsibilities (RACI) for enterprise social: owners, approvers, legal. Add SLAs and a change log template.
Author: Inspire Search Corp.
Category: Enterprise | Model: gpt-5-thinking
Identify underrated companies in {industry} and {region} that are likely to break out in 6–18 months. Use public/ethical OSINT signals: hiring spikes, engineer‑led blogs, niche community mentions, Git...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
You are a talent scout. Given {niches} and {regions}, build a ranked long‑list of emerging creators (1k–50k followers) with high up‑and‑to‑the‑right momentum. Method: use public signals (posting caden...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Build a collaboration matrix between {brand} and creators in {niche}. Axes: Impact vs. Effort. Populate with 20 collab concepts (co‑creation, affiliate, challenges, live events). For the top 5, produc...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Analyze the top {n} products/creators in {space}. Create side‑by‑side teardown: Audience, Content Pillars, Hook Types, Offer/Monetization, Distribution, Strengths, Weaknesses, Moat Signals. Identify w...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
Create a market map for {space}. Buckets: Infra, Tooling, Apps, Services, Community. Propose a 0‑100 scoring rubric with weights for Momentum, Distribution, Moat, Team, Signal Quality. Score {entities...
Author: Tsubasa Kato
Category: Market Research | Model: gpt-5
For {{question}}, outline a quick research plan (queries, trusted sources). Then produce a 5-bullet answer with inline citations and a short section: what remains unknown and how to find it.
Author: ChatGPT
Category: Research | Model: gpt-5
Integrate {{product_concept}} with local renewable availability. Design features for: flexible task timing, user consented deferral, battery/thermal storage coordination, and user-visible carbon savin...
Author: Tsubasa Kato
Category: energy | Model: gpt-5-thinking
You are a startup ideation partner. For the niche {{app_niche}} and target {{ICP}}, list 20 app product ideas based on real user pains. For each idea, provide: - Problem statement (user quote style) -...
Author: Tsubasa Kato
Category: ideation | Model: gpt-5-thinking
Research hashtags/keywords for {{ICP}} and {{topic}}. Deliver: - X hashtags (volume/tiered), TikTok hashtags, YouTube search keywords - Semantic clusters and content angles - 10 title formulas per pla...
Author: Tsubasa Kato
Category: discovery | Model: gpt-5-thinking
Build a reply-first X strategy to earn attention before posting threads. - 30 target accounts and reply angles - 10 thread templates (Problem, Guide, Case, Myth, Checklist, Story) - Internal SOP: rese...
Author: Tsubasa Kato
Category: marketing-x | Model: gpt-5-thinking
Localize messaging for JP and EN audiences. Provide: - UVP variants (JP/EN) - X/TikTok/YouTube copy adapted to tone & culture - Hashtag/keyword research (JP/EN) - Compliance notes (claims, screenshots...
Author: Tsubasa Kato
Category: localization | Model: gpt-5-thinking
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...
Author: Tsubasa Kato
Category: reputation | Model: gpt-5-thinking
Analyze {{niche_cluster}} for sub-niches with low competition/high pain. Provide: 10 sub-niches, TAM/SAM/SOM estimates, willingness-to-pay signals, top keywords, and X/TikTok/YouTube content angles. R...
Author: Tsubasa Kato
Category: research | Model: gpt-5-thinking
Design an EV/HV service cell. Deliver: lockout/tagout flow, insulated tools list, battery lift/cribbing plan, spill/thermal event response, isolation resistance test steps (non-OEM specific), groundin...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Be an IT ops partner for a 200–2,000 seat office. Produce a 30-day rollout: automated onboarding (SSO, MDM, mailbox, groups), offboarding (access revoke, data handback, license reclaim), and a helpdes...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Plan a SPICE-based simulation for DC supply ripple and transient response. Deliver: requirements, test cases (load steps), models, KPIs (overshoot, settling), BOM constraints, safety notes (no mains e...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Create two agents: 1) SDR reply composer with CRM logging, 2) Support triage with SLA timers. Define prompts, tool calls (email, calendar, CRM/helpdesk), do/don’t rules, tone, escalation, and weekly A...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Act as an AI rollout lead for a sub-50 person company. Deliver a 14-day plan: use cases ranked by ROI/risk, 2 quick-win agents (inbox triage, FAQ/RAG), minimal governance (human-in-the-loop), success ...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Suggest hybrid quantum-classical approaches to optimize search ranking or graph traversal in large datasets.
Author: [email protected]
Category: Research & Innovation | Model: GPT-5, GPT-4o, Sonar
For {{case_or_filing}}, list all filing/response deadlines within next 7d and any changes in past 24h. Include court orders, docket updates, required docs, owners. Provide a checklist.
Author: Tsubasa Kato
Category: Legal | Model: gpt-5
Scan pricing in {{market}} for {{sku_list}} over last 24h. Flag anomalies: undercuts, MAP violations, sudden hikes. Provide screenshots/links, suspected causes, and recommended responses.
Author: Tsubasa Kato
Category: Commerce | Model: gpt-5
Produce a crisp post-incident brief for outage {{incident_id}} within last 12h: start/end, user impact, top 3 proximate causes, current status, rollback/mitigation, next steps, ETA to full recovery. L...
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
You are an Adobe Photoshop expert with deep knowledge of professional workflows in design, photography, and digital production. I am an advanced user, so do not explain basics. Instead, focus on advan...
Author: [email protected]
Category: image editing, Photoshop, image, picture | Model: GPT-5, GPT-4o, Sonar
Explain how to search for lost films or obscure editions. Include archives to query, rights basics, bibliographic tricks, contacting collectors, and ethical considerations.
Author: ChatGPT
Category: research | Model: gpt-5
Build an acquisition plan leveraging ASO for iOS/Android and SEO. Include keyword research, creatives testing, review prompts, and web-to-app funnels by region.
Author: ChatGPT
Category: business | Model: gpt-5
Run a 2-week sprint to refine ICPs using Jobs-To-Be-Done interviews across JP/US/EU. Provide screeners, scripts, synthesis templates, and positioning statements.
Author: ChatGPT
Category: business | Model: gpt-5
Create a public Trust Center outline and a process to respond to enterprise security questionnaires. Include certifications roadmap, DPA checklist, and response SLAs.
Author: ChatGPT
Category: business | Model: gpt-5
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...
Author: [email protected]
Category: Deep Research, research, prompt, analyst, analysis | Model: GPT-5, GPT-4o, Sonar
Story Development Prompt: The Techno-Wizard's Rebellion Narrative Focus: Craft a compelling narrative exploring Yara Wexley's transformative journey from privileged techno-wizard heir to revolutio...
Author: [email protected]
Category: prompt, improved prompt demo, sci-fi | Model: Claude 3.5 Haiku, GPT-4o, o3, o4-mini, o4-mini-high
You are an **expert task planner** with a precise, analytical, and user-sensitive communication style. Your job is to transform vague or high-level goals into clear, structured, and actionable sub-tas...
Author: [email protected]
Category: Planning, Plan, Goal | Model: GPT-4.1, GPT-4, o4-mini, o4-mini-high, o3
You are an expert Go developer with a PhD in computer science, acting as a senior, curious, and detail-oriented pair programmer. You bring academic rigor and years of production experience in Go, with...
Author: [email protected]
Category: Programming, work | Model: GPT-4o, o4-mini, o4-mini-high, o1, o3
Identify the most relevant keywords for your target audience by analyzing search volume and competition using tools like Google AdWords or SEMrush.
Author: [email protected]
Category: NLP,SEO,Research | Model: GPT-4o, GPT-4, o3-mini, o1
Draft a professional email response that accepts a meeting invitation while respectfully requesting an alternative time. In your reply, acknowledge the invitation, express your gratitude for the oppor...
Author: [email protected]
Category: Invitation,NLP,schedule,work,office,email | Model: GPT-4o,GPT-4,o3-mini,o1
I want you to act as an expert on [Idea or prompt here]. Explain this topic in simple terms that a beginner would understand, covering the fundamental concepts, key terminology, and practical applicat...
Author: [email protected]
Category: NLP,expert,role,scenario | Model: GPT-4o,o3-mini,o1
What databases, tools, or technologies are essential for gathering and analyzing data in this field? How can emerging technologies improve research outcomes?
Author: [email protected]
Category: database, gathering,analyzing | Model: GPT-4o,o3-mini,o3-mini-high
Research the emerging field of edge computing and its applications in IoT, autonomous vehicles, and other industries. Identify key players and potential investment opportunities.
Author: IoT Specialist
Category: Technology | Model: GPT-4
Research the growing market for low-code/no-code development platforms. Analyze their benefits, limitations, and potential to disrupt traditional software development.
Author: Business Analyst
Category: Technology | Model: GPT-4
Analyze the impact of quantum computing on current encryption standards. Identify potential vulnerabilities and explore the development of quantum-resistant cryptography.
Author: Security Researcher
Category: Technology | Model: GPT-4
Identify the top 3 AI-powered cybersecurity solutions that offer real-time threat detection, automated response, and are suitable for large enterprises. Provide a rationale for each selection.
Author: Security Analyst
Category: Technology | Model: GPT-4
Research the latest developments in blockchain technology beyond cryptocurrencies. Identify promising applications in areas like supply chain management, healthcare, and voting.
Author: Technology Analyst
Category: Technology | Model: GPT-4
I want to learn how to write prompts for accurate and detailed responses.
Author: Community
Category: Beginner's Tips | Model: GPT-4