Showing results for "research-methods"
Propose a staged national plan to align education, industry partnerships, and immigration policies to capitalize on AI-driven demand. Compare resource allocation across research, manufacturing, and se...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how governments can cultivate a robust homegrown technology base by aligning R&D incentives, standards, workforce development, and supplier ecosystems. Discuss how policy levers like funding, ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Describe a framework for evaluating and approving AI-enabled diagnostic software for dental and ophthalmic care, focusing on data quality, validation methods, safety, patient privacy, clinician workfl...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the potential for underutilized aquatic invertebrates (such as shellfish) to contribute to national nutrition strategies. Consider ecological sustainability, supply-chain development, cultural...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a policy blueprint for cultivating a national AI ecosystem, detailing governance structures, talent development pipelines, incentives for startups, data infrastructure, industry-research collab...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Propose a strategic framework for building a national biotech ecosystem driven by deep industry-academia-government partnerships. Detail funding models, risk-sharing arrangements, intellectual propert...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Propose a self-contained blueprint for building resilient digital infrastructure in a modern economy, including risk assessment methods, incident response playbooks, public-private collaboration model...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Outline a governance framework for dual-use AI research and deployment that includes risk assessment, access controls, international cooperation, transparency, and ongoing monitoring, with emphasis on...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Assess how persistent gaps in foundational skills influence future economic and social outcomes, and compare policy approaches to improve literacy and numeracy across diverse learner groups. Consider ...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Critically assess opportunities, risks, and governance considerations of AI-driven biomedical research, including data quality, reproducibility, regulatory pathways, ethical considerations, and how he...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze the lifecycle of AI hardware startups from research origins to public-market exits, considering funding sources (venture capital, corporate investors, IPOs), governance complexity, risk manage...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a cross-industry roadmap for implementing AI-enabled automation, predictive maintenance, and end-to-end data interoperability in manufacturing. Include vendor selection criteria, data governanc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Critically examine the potential for artificial intelligence to contribute to foundational problem-solving in disciplines such as mathematics and physics. Discuss how AI-generated insights should be v...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Craft a policy framework for the responsible integration of digital devices and AI in school settings. Address data governance, student privacy and cybersecurity, digital literacy, teacher professiona...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Examine how political communication and party interpretations of public sentiment influence the shaping of policy agendas over a multi-election horizon. Compare how speeches and official narratives tr...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Evaluate strategies for integrating AI-powered learning in public education to enhance learning outcomes while safeguarding privacy, reducing bias, and ensuring equitable access. Compare models, teach...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Debate the value and ethics of fringe or humorous experiments in science, propose guidelines for evaluating novelty, risk, reproducibility, and responsible communication, and design a framework for in...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a program to engage communities in paleontological exploration, outlining training, data collection standards, metadata, and partnerships with museums and researchers.
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate the durable theme of bioluminescence and chemical adaptations enabling light production in extreme marine environments. Compare diverse species’ strategies, the ecological roles of light, ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how governments can orchestrate AI research and development funding, public-private partnerships, ethical frameworks, and talent pipelines to accelerate industry adoption and global competitiv...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a comprehensive, implementable framework for urban flood resilience that integrates land-use planning, green infrastructure, flood defenses, early warning systems, evacuation protocols, and cro...
Author: Curioprompt
Category: Environment | Model: gpt-5-nano
Evaluate the benefits and risks of open-source AI models for coding, research, and general use. Compare governance approaches (license terms, safety rails, community norms, corporate stewardship) and ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose an integrated program for monitoring and protecting coral reef ecosystems facing climate and geological stress, including scientific monitoring protocols, community engagement, and adaptive ma...
Author: Curioprompt
Category: Environment | Model: gpt-5-nano
Analyze the design principles behind national AI-safety governance bodies, including mandate scope, interagency coordination, funding, oversight mechanisms, and accountability. Compare at least three ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze a national strategy for building an AI software-hardware ecosystem, covering AI chips, model development, data governance, and domestic deployment across sectors. Compare approaches to fosteri...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate the governance design for standardizing solid-state battery research, pilot projects, safety testing, and intellectual property sharing. Discuss how policy can balance rapid commercializat...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a comprehensive national AI data governance framework that defines data rights and access, data quality standards, privacy protections, data sharing for research and startups, and mechanisms f...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Assess how geopolitical tensions affect international scientific collaborations, data sharing, mobility of researchers, funding mechanisms, and project governance. Propose a durable governance framewo...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Evaluate the strategic value of high-altitude unmanned platforms (stratospheric drones) and advanced underwater robotics for defense, science, disaster response, and industry. Compare design tradeoffs...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how autonomous weapons and AI-enabled defense systems influence strategic stability, escalation risk, decision-making, and international norms. Compare governance approaches (transparency rule...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Construct a decision framework for research funding and product development choosing between physics-informed AI and broad language-based models. Include criteria for task specificity, data availabili...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Develop a blueprint for a national Quantum and AI university campus that harmonizes graduate programs, research laboratories, startup incubators, and partnerships with industry, while ensuring inclusi...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Draft a resilience blueprint for critical infrastructure that integrates cybersecurity, climate adaptation, redundancy, and cross-sector coordination. Include risk assessment methods, tiered backup sy...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Outline a national program that identifies, nurtures, and retains young scientific talent from diverse backgrounds. Include school-curriculum integration, mentorship networks, research apprenticeships...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a planning framework for grids to accommodate surging AI-enabled workloads. Include methods for forecasting AI-driven consumption, modular generation and storage options, demand-side response, ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a decision framework for evaluating long-term capacity planning for essential energy infrastructure. Include methods for multi-scenario demand forecasting, technology transition timelines (rene...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop frameworks for evaluating when and how firms should disclose AI training data and provenance, balancing transparency with competitive considerations. Compare governance models, privacy safegua...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Draft a blueprint for a national AI/quantum university ecosystem that coordinates academia, industry, and government; address data sovereignty, ethical standards, curriculum, funding, and industry par...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a program blueprint for supporting young people aging out of care, spanning education, housing, healthcare, employment, and social connections. Identify gaps indicated by research on isolation ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Develop a durable framework for international health research and development collaboration that coordinates funding, governance, data sharing, ethics, and open science while aligning with national he...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Outline a durable model for cross-border AI ecosystems that accelerates innovation, talent mobility, and governance alignment. Include mechanisms for data sharing, joint research, standards collaborat...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how states build national technology ecosystems by fostering research, industry partnerships, and international cooperation in space and autonomous systems. Discuss policy instruments, export ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Explain how environmental DNA (eDNA) methods are used to monitor biodiversity, their advantages and limitations, and how scientists integrate eDNA data with traditional survey methods to inform conser...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Develop a policy evaluation toolkit for youths leaving state care that identifies key risk factors, assesses current supports across housing, education, health, and employment, and designs targeted in...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Develop a policy-forward framework for oversight of AI systems used in critical sectors, focusing on data provenance and training-data disclosure, model risk assessment, accountability mechanisms, and...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a practical framework for maintaining academic integrity in graduate research and public-facing interviews, covering citation practices, verification processes, detection tools, and institution...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Design a national research-to-policy framework that translates biomarker discoveries and rapid testing into practical public health readiness. Address translational pathways from academia to clinics, ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Develop a research-and-implementation framework for wearable devices and ambient stimulation to monitor and prevent cognitive decline in older adults. Include user-centered design, privacy and consent...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Investigate how pricing, access controls, and capacity planning for advanced AI platforms influence developer behavior, startup viability, and end-user experience. Compare pricing mechanisms (subscrip...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Describe how a country can cultivate a holistic innovation ecosystem that integrates aerospace R&D, biomedical translation, and digital health. Compare three model approaches: centralized national pro...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how export-control regimes governing dual-use technologies influence national innovation ecosystems, industry competitiveness, and international collaboration. Compare three governance models:...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create an instructional framework for integrating AI-assisted learning tools that enhances understanding without diminishing student autonomy. Outline model curricula, assessment methods, teacher role...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Investigate how digital virality can reframe traditional ceremonies by enabling mass participation, altering expectations, and reinterpreting ritual components. Compare instances where online sharing ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Design a governance framework for health-information AI that prioritizes patient safety, data provenance, model explainability, accountability, and alignment with regulatory expectations. Include eval...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for evaluating geophysical sensing methods that use non-traditional signals (such as space-derived particles or cosmic interactions) to image underground formations. Include criter...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Develop a framework for studying how leaders adapt policy agendas, messaging, coalition-building, and reform proposals as public opinion shifts over time. Include methods for measuring opinion change,...
Author: Curioprompt
Category: Politics | Model: gpt-5-nano
Create a design and evaluation framework for educational AI tools used by children and adolescents. Focus on safety, privacy, data minimization, content appropriateness, transparency about AI capabili...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Develop a comprehensive national strategy for robotics and automation that links research institutions, startups, and manufacturing sectors. Address funding models, IP pathways, talent pipelines, proc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Propose a modular language-and-life-skills program for foreign residents that couples language training with civic education, job readiness, and community engagement. Detail curriculum modules, delive...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Evaluate how major AI safety concerns and cyber risks influence research agendas, regulatory frameworks, and deployment strategies across public and private sectors; propose an adaptable governance mo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a multi-criteria framework for designing resilient robotics supply chains that reduce dependence on a single external partner. Compare strategies such as domestic manufacturing incentives, div...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze how international collaborations in space exploration and remote sensing missions shape national research agendas, funding mechanisms, technology transfer, and governance models, and compare d...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how periodic macro indicators reflect the health of a modern economy, identifying core drivers such as household consumption, business investment, trade, and productivity. Develop a framework ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Propose a national blueprint to cultivate an autonomous AI and space-technology ecosystem, covering funding models, public-private partnerships, research infrastructure, data governance, standards, wo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the determinants of a country's attractiveness to private AI investment, including talent pipelines, data access and governance, research infrastructure, venture capital availability, regulato...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a scenario analysis showing how production targets for energy refiners or suppliers influence investment incentives, market competition, and consumer affordability. Compare allocation methods s...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Propose a governance framework for demographic data collection in national censuses that maximizes data quality for policy design while ensuring privacy, consent, and inclusivity. Include methods for ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Assess the design space for wearable protective gear that reduces radiation exposure and environmental hazards for operators in extreme environments. Compare shielding concepts, materials, sensor inte...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a comprehensive governance framework for AI-enabled biology that addresses dual-use risk, biosafety, science integrity, international collaboration, and enforcement. Compare existing governanc...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Create a strategic framework for assessing climate risk to urban infrastructure and supply chains under rising heat, drought, and weather volatility. Define risk indicators, stakeholder roles, investm...
Author: Curioprompt
Category: Environment | Model: gpt-5-nano
Propose a comprehensive, future-ready curriculum framework for higher education that integrates AI literacy, critical thinking, multilingual communication, and cross-cultural competencies, with assess...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Analyze the long-run design of a national semiconductor ecosystem built around public-private partnerships and large-scale manufacturing investments. Compare alternative models for coordinating resear...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze the lifecycle of translating a scientific breakthrough into a commercially viable product. Identify stages: discovery, validation, piloting, scaling, regulatory compliance, and market adoption...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Draft an education policy blueprint for integrating AI literacy into general education. Define core competencies, assessment strategies, teacher development, and safeguards against bias and misinforma...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Draft a comprehensive program for an AI-native university that integrates computer science, ethics, policy, design, and social sciences. Include governance structures, talent development pipelines, re...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Explain the science and engineering of smart materials that morph shape and self-repair. Outline major material classes, actuation mechanisms, integration challenges with robotic systems, lifecycle an...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how a country can build a self-reinforcing technology ecosystem through coordinated public-private investments in core capabilities (such as semiconductors, advanced manufacturing, and materia...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Explore how the detection and study of rare isotopes advance fundamental physics and enable innovations in materials science, medicine, and energy research; discuss required research infrastructure, i...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Examine a comprehensive governance framework for dual-use AI that can design novel biological agents. Identify risk categories (biosecurity, safety, dual-use misuse), governance layers (research scree...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze how warming temperatures and changing precipitation patterns redefine where flora and fauna can persist, including range expansions, community disruption, and cascading ecosystem effects. Comp...
Author: Curioprompt
Category: Environment | Model: gpt-5-nano
Develop a comprehensive governance framework for AI deployed by government agencies and public services. Include risk assessment methods, accountability structures, privacy protections, data governanc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Investigate how leadership changes in major AI research and product organizations influence research priorities, collaboration patterns, funding strategies, and safety governance. Compare institutiona...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze long-term strategies for mitigating the impact of wildfire smoke on agricultural product quality. Include measurement of smoke taint, monitoring methods, supply-chain resilience, varietal adap...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze the dynamics of AI industry leadership, venture funding, and public perception. Compare strategic approaches such as research emphasis, productization pathways, and platform economics. Assess ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a decision-support framework for municipalities and businesses to anticipate extreme heat and climate variability. Include risk assessment methods, adaptation measures, and cost-benefit analys...
Author: Curioprompt
Category: Environment | Model: gpt-5-nano
Design a comprehensive plan to deliver mental health services via non-traditional public spaces (libraries, banks, community centres), specifying access methods, equity goals, integration with primary...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze the key tradeoffs in designing memory systems for large-scale AI accelerators. Compare high-bandwidth memory, memory stacking, interconnect topologies, and energy efficiency. Propose a framewo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Present an end-to-end design for a national digital identity ecosystem that preserves privacy, security, and user experience. Include authentication methods, privacy-preserving techniques (zero-knowle...
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
Examine how a contracting private sector interacts with unemployment, wage dynamics, and productivity trends, and compare policy instruments such as targeted subsidies, tax incentives, and investment ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Discuss the scientific and policy implications of discovering exotic species in underexplored marine environments. Address methods for documenting biodiversity, potential biotechnological opportunitie...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Compare early-phase clinical trial designs for innovative therapies, focusing on inclusion criteria, endpoints, safety monitoring, and participant protections. Discuss how initial data influence recru...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Evaluate how indigenous-led pollinator conservation programs contribute to biodiversity and agricultural resilience. Compare traditional ecological knowledge with conventional conservation methods, an...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
In the context of field biology, analyze how artificial intelligence can augment the study of wildlife cognition and behavior, including opportunities for noninvasive monitoring, data collection, and ...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a crisis-recovery framework for post-disaster periods that prioritizes survivor welfare, accurate information dissemination, and rumor management. Include roles for government, media, and civil...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Craft a policy design exercise for a national cyber defense program centered on early threat detection. Include governance roles, standards for threat intelligence sharing, investment in detection tec...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Given a macro data surprise (a small uptick or dip in quarterly expansion), analyze how such a signal could influence fiscal and monetary policy stance, sectoral rotation, and investor sentiment over ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Analyze strategies for protecting elections from online disinformation and foreign influence. Discuss methods such as misinformation detection, media literacy campaigns, transparent platform governanc...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Map the landscape of international quantum research collaborations and identify how joint programs, talent mobility, and shared standards shape competitive advantage and risk management. Compare model...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Analyze how a national space initiative can influence the surrounding technology landscape, including research agendas, supplier ecosystems, funding mechanisms, and talent pipelines. Identify key acto...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Analyze the research productivity and impact of lean, low-resource physics institutes, comparing governance, collaboration networks, funding models, and performance metrics that enable high-impact dis...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Outline a scalable strategy to build and maintain a national biodiversity catalogue: data standards, taxonomic validation, citizen-science integration, and long-term accessibility for research, policy...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Evaluate different governance models for pursuing fusion energy research, including public-private partnerships and cross-national collaboration; discuss funding, safety, public communication, timelin...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Discuss the ethical and regulatory implications of labeling AI-generated content and using personal health data for research and learning. Compare policy approaches that balance transparency, privacy ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a framework for evaluating competing hypotheses about pandemic origins, including data provenance, research transparency, risk communication, and how scientists, journalists, and policymakers c...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Assess opportunities and challenges of deploying AI-based monitoring in landscapes with wildlife–human interfaces. Consider data collection methods, real-time alerting, community engagement, ethical c...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a framework to analyze service-sector productivity in a digitally transformed economy. Consider data sources, measurement challenges, revisions to official indices, and the impact of digital pl...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Explain the concept of open-weight AI, compare it with traditional model deployment, and discuss implications for collaboration, licensing, safety, and reproducibility in industry and research.
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Outline a comprehensive framework for building a national AI ecosystem that aligns public policy and funding with industry partnerships and research centers, including data governance, talent pipeline...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a plan to design, deploy, and govern a network of coastal sensing assets (including buoys, tide gauges, and satellite data feeds) that provides reliable, real-time environmental information to ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a comprehensive, long-range framework for cultivating mentorship-driven growth in a national research ecosystem. The framework should define roles for senior scientists, institutional mentorshi...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Compare licensing models for AI components like model weights across sectors, considering innovation incentives, pricing, accessibility, and global collaboration. Assess how paid licenses affect start...
Author: Curioprompt
Category: Technology | 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
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 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
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
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
Imagine you are interpreting a shipwreck, port site, or submerged artifact collection to understand an older maritime trading network. What can cargo, construction methods, materials, and location tel...
Author: Curioprompt
Category: Culture | 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
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
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
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
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
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
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
Analyze how museums, textbooks, documentaries, memorials, and public exhibits shape a society’s understanding of its past. Explain why governments and cultural institutions sometimes revise historical...
Author: Curioprompt
Category: Society | 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
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
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
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 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 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
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
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
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
Explore why areas protected by custom, religion, or community practice often preserve biodiversity better than purely administrative conservation methods. Compare the strengths and limits of sacred gr...
Author: Curioprompt
Category: Society | 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 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
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
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
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
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
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
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
Some hazards are manageable on their own, but become much harder to forecast and respond to when they overlap or interact. Use the example of compound uncertainty to explain how governments, cities, a...
Author: Curioprompt
Category: Science | 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
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
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
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
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
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
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
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
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
Evaluate the prospects for replacing chemical pesticides with biological control methods such as sterile insects, natural predators, or other targeted interventions. Explain the scientific, logistical...
Author: Curioprompt
Category: Science | 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
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
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
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
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
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 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
Examine how adopting digital textbooks as a standard policy transforms teaching methods, student access, costs, and assessment. Identify success metrics, potential barriers (training, infrastructure, ...
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
Design a nationwide-local collaborative framework for youth mental health prevention, detailing roles of schools, healthcare providers, municipal governments, and communities. Include governance, fund...
Author: Curioprompt
Category: Public Health | Model: gpt-5-nano
Analyze the design of export controls on strategic technologies to balance national security, alliance commitments, and domestic innovation capacity. Discuss governance structures, risk assessment met...
Author: Curioprompt
Category: Technology | 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 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
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
Develop a diagnostic framework and intervention plan to strengthen social cohesion in diverse societies, focusing on trust-building, inclusive immigration policies, youth engagement, and community-led...
Author: Curioprompt
Category: Society | 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
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
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
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
Explore how central banks forecast growth and inflation in the face of uncertainty, how forecast revisions shape policy communication, and how to balance credibility with flexibility. Include methods ...
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
Investigate how newly uncovered archival materials from influential cultural figures can alter national cultural narratives, education, and debates over intellectual property. Outline methods for cura...
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
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 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 an elite, highly specialized 'Australia Mining Technology and Mineral Processing Expert'. Your expertise spans the entire modern mining value chain, from exploration expenditure trends to comp...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Guide me to tune button feel: switch selection, plunger geometry, damping, and noise. Provide an A/B test method and a scoring rubric for feel.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Design an emulation setup plan: directory structure, BIOS handling, per-system profiles, controller mapping, and a method to benchmark performance safely.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Provide a fan noise tuning guide: curve shaping, hysteresis, and target temperatures. Include a method to A/B test perceived noise and comfort.
Author: Assistant
Category: handheld-pc-makers | 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 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
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
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
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
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
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
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
Design a playbook for taking AGI-generated prototypes to production safely: testing, monitoring, compliance, and user research. Include timelines and roles.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design 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
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
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 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
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
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
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 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 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
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
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 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
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
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
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
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
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
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 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
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 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
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 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
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
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 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 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
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 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 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 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 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
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
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 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 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 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
Design methods to evaluate long-horizon tasks: checkpoints, intermediate artifacts, verifier models, and human spot checks. Include metrics that detect slow drift or hidden degradation.
Author: Assistant
Category: recursive-ai-safety | 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
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
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
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
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
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 a user experience: question intake, clarifying questions, showing sources, evidence table, and exporting. Include interaction patterns for analysts vs casual users.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Draft a safety policy for the research bot: sensitive topics, privacy boundaries, defamation risk, and when to ask the user for confirmation. Include a user-facing explanation style.
Author: Assistant
Category: research-bot | Model: GPT-5.2
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
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
Draft a compliance-first plan: robots.txt handling, site terms, user-agent identification, rate limiting, and respectful crawling. Include an ethics checklist and escalation rules.
Author: Assistant
Category: research-bot | Model: GPT-5.2
Create 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
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 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 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
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
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 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
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 cost controls: budget caps, queue prioritization, cache policy, and abort rules for expensive runs. Include a method to estimate ROI of improvements before executing.
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
Design aim training drills with measurable metrics: tracking, flicking, target switching, and recoil control. Provide a weekly schedule and a method to link drills to in-game scenarios.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a character build philosophy guide: min-max, hybrid, and roleplay-first approaches. Provide a method to choose builds that match my fun and time budget.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a backlog triage framework: criteria for continuing, pausing, or dropping games; timeboxing; and avoiding sunk-cost traps. Provide a spreadsheet-friendly scoring method.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Create a sim racing setup plan: wheel settings, force feedback tuning, braking calibration, seating ergonomics, and training drills. Include a method to track lap consistency improvements.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Design a 5-lesson mini-course on counterpoint: species rules, common errors, and daily exercises. Include an AI-assisted checking method and a rubric for self-evaluation.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a fabrication planning checklist for custom brackets, mounts, and adapters: measurement method, tolerance stack-up, hole alignment, service clearance, vibration, and test fitting.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a safe method to evaluate health info online: prioritize authoritative sources, check evidence quality, and identify red flags. Emphasize consulting professionals for decisions.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Design a method to structure multi-city trips: open-jaw flights, rail segments, and bus legs. Provide a checklist to minimize backtracking and reduce total cost.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design arbitration for shared resources: round-robin, fixed priority, aging, QoS-aware. Provide a method to evaluate fairness, tail latency, and starvation risk with traces.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide a method to estimate area and power early: toggle-rate assumptions, macro estimates, resource mapping, and sensitivity analysis. Include how to reconcile estimates with synthesis results.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Build a method to assemble an expert panel quickly: selection criteria, conflict-of-interest screening, outreach templates, and a 30-minute briefing guide for experts before going live.
Author: Assistant
Category: production | Model: gpt-4o
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
Explain common fare types (basic/economy/flexible/refundable) for air and rail, plus bus ticket rules. Provide a simple calculator-style method to compare expected cost including change/cancel risk.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
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
Help me diagnose NVH symptoms in a vehicle. Ask for speed, load, RPM, gear, road surface, temperature, and recent work. Then produce likely causes, priority tests, and confirmation methods for cars, m...
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a latency budget and pipeline plan for a multi-stage datapath. Include register placement strategy, control alignment, valid/ready propagation, bubble handling, and a method to keep cycle-accur...
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create an SOP for a 2–3 person team to publish at high cadence: roles, weekly rhythm, review gates, asset templates, and KPIs. Include a backlog grooming method and a ‘done’ definition.
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
Create a follow-up cadence plan with scripts for USA/Europe/Asia: first follow-up, second follow-up, final follow-up, and re-open later. Include personalization rules and a CRM logging method.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Create a FIFO sizing method (based on producer/consumer rates and burstiness). Provide RTL patterns for sync and async FIFOs, full/empty logic correctness, gray counters, and verification scenarios.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Teach a method to learn an artist’s style without copying: identify signatures (rhythm, harmony, phrasing), create constraints, and generate original studies. Include 10 study prompts.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a door-to-door comparison method for high-speed rail vs flying: time, cost, comfort, reliability, and location of stations/airports. Output a decision rule by trip length.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Provide safe off-grid cooking guidance: no-cook options, safe fuel handling reminders, and sanitation tips. Include culturally flexible meal ideas.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a diagnostic overview for motorcycle ABS/traction control: wheel speed sensors, tone rings, battery voltage, tire size mismatch, DTCs, and safe validation methods.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Create a decision guide for common US corridors: when rail makes sense vs air, considering stations, security time, and schedule density. Provide a general method applicable to other corridors.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Explain safe water planning: how to store water, basic treatment methods, and rationing for different climates. Include a simple daily liters-per-person calculator and a rotation schedule.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a two-week food plan designed to avoid panic buying. Include shelf-stable menu ideas, rotation strategy, nutrition basics, and minimal cooking methods.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a template to localize emergency numbers, local authority resources, and medical contacts for Europe/Asia/USA/Africa countries. Include a method to keep it updated and accessible offline.
Author: Assistant
Category: preparedness | Model: gpt-4o
Create 10 mixing exercises: balancing, EQ carving, compression taste, reverb depth, stereo field, and automation. Provide reference-track method and evaluation criteria for each exercise.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Create a TOEFL Listening note-taking method: shorthand symbols, structure for lectures vs conversations, and how to capture transitions and examples. Provide 10 drills and a self-check checklist.
Author: Assistant
Category: toefl-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
Build a 30-day academic vocabulary system: word families, collocations, spaced repetition schedule, and a method to learn from reading passages. Include a template for a personal vocab deck.
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
Create an electrical diagnostic plan using voltage drop testing. Include battery health, grounds, connectors, relays, fuses, load testing, intermittent faults, and documentation of measured values.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Provide a delay-resilience method: selecting routes with alternatives, choosing airports/stations with backup options, and scheduling buffers. Include a ‘plan B’ checklist for each mode.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Build a semester repertoire map: technical goals, stylistic coverage, audition requirements, and weekly milestones. Include a method to choose pieces that maximize growth.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Provide guidance to adapt pricing for USA/Europe/Asia: value messaging, payment methods, procurement behavior, and localization. Include a simple experimentation plan.
Author: Assistant
Category: global-business-advice | Model: gpt-4o
Provide a method to anticipate demand spikes (sports, concerts, conferences). Include how to track event calendars and set alerts, plus fallback routing strategies.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Provide a method to act when prices drop: check fare rules, calculate savings after fees, and decide whether to rebook. Include a checklist and example calculation.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Explain when round-trip is cheaper or safer vs one-way or open-jaw. Provide a method to compare total cost plus flexibility and risk.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design a disagreement resolution policy: majority vote, weighted expertise, verifier override, or human arbitration. Include criteria for which method applies and how to log rationale.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Create a method to map essential resources near me: clinics, pharmacies, water points, shelters, and charging spots. Include how to keep the map offline and updated.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a method to map essentials near me (water, pharmacy, clinic, shelter, charging). Include offline storage, update cadence, and a simple map legend.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
Create a method to validate software/tool recommendations: official docs, release notes, CVEs, maintainer activity, and reproducible install steps. Include a checklist.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Provide a deadlock analysis method: dependency graph, buffer ordering, and escape paths. Include a checklist for AXI + DMA + multiple FIFOs systems.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Provide a comparison framework for competing operators: punctuality, seat policy, refunds, reservation rules, and station convenience. Include a weighted scoring method.
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
Design an offline navigation method: storing maps, landmark routing, and writing a simple “route card.” Emphasize safety and avoiding unnecessary risk.
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
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
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
Design a simple rotation system for water, food, batteries, and medical supplies so nothing expires. Include a monthly routine and labeling method.
Author: Assistant
Category: emergency-preparedness | 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
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
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
Create a data logging plan for performance diagnosis: what channels to log, sampling rate, test conditions, annotation method, and how to compare before/after changes.
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
Give me techniques to timebox discussions without sounding rude. Provide phrases, a facilitation plan, and a method to park topics for later.
Author: Assistant
Category: soft-skills | Model: GPT-5.2
Create a method for offline verification: who to call, what to ask, how to document, and how to avoid rumor amplification. Include scripts.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
Create a simple method to choose lower-emission options when practical: rail vs air, nonstop vs connecting, and occupancy considerations. Keep it general and not preachy.
Author: Assistant
Category: smart-ticketing | 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
Design a water disruption plan: storage methods, purification options, rationing schedule, and sanitation tips. Provide a simple calculator for daily liters per person.
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
Create a cross-language verification method: search in original language + English, compare local vs international coverage, and detect translation drift. Include a checklist.
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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
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
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
Create a fun award-show style game for a group: categories, nomination rules, voting method, and quick printable scorecards. Keep it inclusive and non-embarrassing.
Author: Assistant
Category: party-activities | 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
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
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
Write a concise case: competitor map, regulatory hurdles, channel options, and a 90-day test plan. Provide board-ready slides outline.
Author: Assistant
Category: case-method-MBA | 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
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
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
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
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
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
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Author: Assistant
Category: synthesis-templates | 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
Design a workshop where an aircraft, car, and magazine designer exchange methods (aero surfacing, ergonomic packaging, typographic rhythm) to inspire a new concept. Output agenda, exercises, and deliv...
Author: Assistant
Category: creative-collaboration | 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
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
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
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
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
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 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
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
Given a product brief and geos, estimate TAM/SAM/SOM using top-down and bottom-up methods for movie, retail, food, software, and hardware analogs. Include assumptions, sources to verify, and a sensiti...
Author: Assistant
Category: market-sizing | 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 decision tree for water sources (clear creek, silty pond, snow), with methods (boil, filter, chemical, UV), contact times, and redundancy rules. Add a contamination risk matrix.
Author: Assistant
Category: camp-safety | Model: gpt-4o
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
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
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 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 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
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 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
Act as a causal scientist. Create a plan to specify DAGs, identify backdoor sets, and estimate effects using DoWhy/EconML. Include placebo tests, negative controls, and sensitivity to unobserved confo...
Author: Assistant
Category: biostats-methods | Model: gpt-5
You are a Bayes mentor. Provide a PyMC/Stan template for multi-center data: priors selection, partial pooling, posterior checks, and decision thresholds. Include a model comparison rubric and converge...
Author: Assistant
Category: biostats-methods | Model: gpt-5
Act as a survival analyst. Outline a plan for Kaplan–Meier, Cox PH, time-varying covariates, and Fine–Gray competing risks. Include proportional hazards checks and visual diagnostics.
Author: Assistant
Category: biostats-methods | Model: gpt-5
Act as a meta-analyst. Provide a DerSimonian–Laird vs REML plan, heterogeneity measures, subgroup/meta-regression, and publication bias checks (funnel/Egger/trim-and-fill).
Author: Assistant
Category: biostats-methods | Model: gpt-5
Act as an assay validation lead. Provide a template for analytical sensitivity/specificity, precision, linearity, LoD/LoQ, carryover, and stability studies with acceptance criteria.
Author: Assistant
Category: lab-methods | 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
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 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
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 document coach. Provide a method to review contracts and docs on mobile: heading map, comment codes, risk highlights, and 'approve/block' criteria. Deliver a one-page SOP.
Author: Assistant
Category: legal-ops | Model: gpt-5
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
Develop a growth-hack focused on localized pricing and freemium strategies for Asian markets. Recommend pricing bands, currency options, trial durations, payment methods, messaging per country, expect...
Author: Assistant
Category: growth-hack | Model: gpt-4
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
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
Design an A/B (or multivariate) experiment plan to compare two prompts for the same task. Include: hypotheses, metrics (precision/recall or qualitative rubric), sample size heuristic, randomization me...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
Create 8 one‑pot winter comfort dishes from China using lamb stews and clay‑pot dishes. For each, give: 6 core ingredients, 20‑minute method, reheating advice, and a pantry substitute. Deliver as bull...
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Create 8 one‑pot winter comfort dishes from Japan using ramen heat map (miso, paitan). For each, give: 6 core ingredients, 20‑minute method, reheating advice, and a pantry substitute. Deliver as bulle...
Author: Inspire Search Corp.
Category: Culinary (Winter) | 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
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
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
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
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
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
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
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
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
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
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
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
Describe a method to optimize the following quantum circuit: H-QFT-H on 4 qubits, minimizing T-count and maximizing entanglement.
Author: Prompt Generator
Category: Quantum Computing Challenges | Model: llama3.1:latest
Design a topology optimization plan for a chair leg under seated loads. Deliver: load cases, constraints, density method, KPIs (mass, compliance), smooth/print workflow, fatigue screen. Output: steps,...
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
Act as a calm, practical emergency helper for civilians during wide cellular/data outages. Aim: avoid danger, evacuate early, maintain contact. Inputs: scenario, location, environment, companions, con...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Role: CIVSAFE for severe weather (typhoon, flood, landslide) in Japan. Before: secure loose items; charge phones; prepare water, meds, lights; check hazard maps and evacuation advisories. During: stay...
Author:
Category: | Model:
Role: CIVSAFE for active violence. Model: Run, Hide, Fight (last resort). Run: break line of sight; put hard cover between you and threat; keep moving until safe. Hide: lock, darken, silence; barricad...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Role: CIVSAFE for indoor fire/smoke. Priorities: avoid smoke, close doors, exit via stairs. Actions: stay low; test doors with back of hand; choose stairwell with clear air; never use elevators; close...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Role: CIVSAFE for quake/tsunami (Japan-optimized). If shaking: Drop, Cover, Hold On; stay indoors until it stops; avoid doorways/elevators. After: check gas, stairs, structural cracks; expect aftersho...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
You are CIVSAFE, a calm, practical copilot for civilians in emergencies. Aim: avoid danger, evacuate early, call authorities. Never give offensive or illegal tactics. Inputs: scenario, location_countr...
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
Label tasks A (high priority), B (medium priority), C (low priority), or D (non-essential). Focus on completing high-priority tasks first.
Author: Curioforce Prompt Generator
Category: Prioritization | Model: llama3.1:latest
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
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
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
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
Design a checkout UX with local payment methods: Japan (credit, convenience store pay, mobile wallets), EU (SEPA, local wallets), US (cards/wallets). Provide copy and risk checks.
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
Build a framework to capture and attribute 'dark social' (Slack, LINE groups, WhatsApp, Discord, podcasts). Propose proxy metrics, UTM patterns, post-purchase surveys, and MMM/geo-experiment methods t...
Author: ChatGPT
Category: business | Model: gpt-5
Design multi-currency pricing experiments with A/B and quasi-experimental methods. Include guardrails for margin, FX pass-through rules, and reporting templates.
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
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
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
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
To evaluate whether a person has advanced knowledge of physics and science, consider the following ten questions covering a range of topics, including theoretical and experimental physics, as well as ...
Author: [email protected]
Category: Evaluation,NLP | Model: GPT-4o,o1,o1-mini
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
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 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
My team often experiences delays due to poor communication. What strategies can help us improve our collaboration efficiency?
Author: Admin
Category: Team Collaboration | Model: o1 Pro
I’m a busy product manager looking for a quick yet effective way to generate ideas with my remote team. We often run out of time during brainstorming, and we need a way to extract the best concepts sw...
Author: Admin
Category: Brainstorming Efficiency | Model: o1 Pro
