Showing results for "collecting-memory"
Analyze how grassroots cultural movements preserve place-based memory and foster social cohesion in rapidly evolving urban environments. Compare approaches across neighborhoods, discuss opportunities ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Develop a framework to evaluate privacy, consent, data governance, and civil liberty considerations in city-scale or neighborhood AI-enabled services that collect video, location, or biometric data. P...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how arts, media, and commemorations shape a society's collective memory of a violent attack, compare approaches across cultures, and design an ethical framework for memorial storytelling that ...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
Design a blueprint for responsible AI research programs that embed safety, fairness, transparency, and accountability into every stage—from data collection and model training to deployment and post-ma...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Develop a framework for evaluating national-scale branding campaigns that use mascots or symbolic figures. Assess how such campaigns influence civic engagement, cultural memory, and perceptions of ins...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
Assess the potential of next-generation memory technologies to transform AI workloads, data-center efficiency, and edge computing. Compare technology readiness, economic implications, and ecosystem de...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Compare how digital platforms curate, preserve, or obscure information about major public events, and how policy designs influence collective memory, misinformation risk, and educational impact. Discu...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how a national education system's structure, emphasis on assessment, and equity policies influence long-term outcomes in scientific literacy, problem solving, and economic competitiveness. Com...
Author: Curioprompt
Category: Education | Model: gpt-5-nano
Analyze how large-scale public artworks that connect or integrate with architectural landmarks influence urban vitality, accessibility, and collective memory. Compare approaches across cities, discuss...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
Examine frameworks for responsible portrayal of conflict in media, considering audience impact, cultural memory, and political implications. Compare approaches from different media traditions and prop...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
Investigate how disasters reshape the timing, location, and form of cultural rituals and public ceremonies, and how communities balance safety with meaning. Propose a framework for sustaining cultural...
Author: Curioprompt
Category: Culture | 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
Design a framework for developing and deploying multilingual AI systems in a diverse locale, covering data collection, model governance, privacy, accessibility, and socio-economic impact.
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a comparative analysis of international partnerships in memory technology, focusing on governance, technology transfer, IP protection, capacity localization, and the implications for national c...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Write a comprehensive analysis framework for evaluating and designing national or regional strategies to develop domestic semiconductor fabrication capabilities that support AI workloads. Include asse...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a comprehensive framework for surveillance of multi-species disease transmission, including data collection across wildlife, livestock, and human health systems; inter-agency governance; risk a...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Compare international models for protecting gig workers—wages, benefits, safety, and collective bargaining—and craft a culturally appropriate blueprint for labor rights in a gig-heavy economy, includi...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Design a comparative policy analysis on how labor unions can adapt to platform-based work. Identify mechanisms for extending benefits, protections, and representation without sacrificing flexibility. ...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
Develop an integrated urban micro-mobility policy framework addressing rider safety, operator accountability, and equitable access. Include data collection standards, road design considerations, traff...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Assess how AI adoption and AI workloads drive demand for memory technologies, the rise of domestic memory champions, and the policy tools that can strengthen semiconductor supply chains, manage volati...
Author: Curioprompt
Category: Technology | 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
Propose a comprehensive, cross-sector framework for supporting victims of hate- or bias-motivated violence, integrating health care, mental health services, legal aid, financial assistance, community ...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Design a governance blueprint for workforce data collection and analytics used by policymakers and employers that advances anti-discrimination goals while protecting individual privacy. Address data g...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how availability of high-quality language data shapes AI model performance, alignment, safety, and deployment across languages; compare strategies such as data partnerships, multilingual corpo...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Outline models for preserving and transmitting trauma narratives across generations, balancing survivor voices with younger audiences. Compare museum archives, digital storytelling, family narratives,...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Analyze how end-of-life planning among foreign residents is influenced by cultural beliefs, family roles, healthcare systems, and legal frameworks. Compare autonomy, palliative-care preferences, spiri...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Evaluate how consumer wearables and smart accessories collect data, define consent models, ownership, and risk of misuse. Propose privacy-by-default design principles, governance mechanisms, and user ...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Design a comprehensive program to preserve, revive, and integrate an indigenous culture into national education, media, and public memory, ensuring community leadership, sustainable funding, and cross...
Author: Curioprompt
Category: Culture | 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
Develop a governance model for training data that respects cultural heritage, provenance, and rights of communities while enabling responsible AI development. Include mechanisms for data minimization,...
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
Imagine you are a systems architect evaluating how a next-generation high-bandwidth memory concept would transform the layout of AI accelerators, interconnects, and software stacks. Describe the key t...
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
Create a principled framework for curatorial practice and public programming that presents contested historical events with diverse voices, evaluates educational impact, and guides community dialogue ...
Author: Curioprompt
Category: Culture | 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
Explore how communities commemorate influential musicians after sudden deaths, considering media framing, memorial rituals, and the economic and cultural effects on venues and tourism. Compare diverse...
Author: Curioprompt
Category: Culture | 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
You are a policy designer. Create a structured framework for implementing and updating wage policies that reduces the labor-management gap, ensures predictability, accounts for productivity growth and...
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
In urban settings, hate-motivated incidents challenge social cohesion and trust in institutions. Develop a policy and analytical toolkit for cities to monitor, report, and prevent hate crimes, while e...
Author: Curioprompt
Category: Society | Model: gpt-5-nano
Monuments, museum exhibits, documentaries, and civic narratives all influence how societies understand race, citizenship, and national identity. Analyze the politics of historical interpretation: who ...
Author: Curioprompt
Category: Culture | 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
Discuss how data becomes a long-term advantage in artificial intelligence, especially when model performance is improving rapidly and compute is expensive. Compare forms of data advantage: proprietary...
Author: Curioprompt
Category: Technology | 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
Explore how large collective events, especially international sports victories, can temporarily reorder a country’s cultural calendar, public space, and emotional priorities. What happens to theaters,...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
A community discovers that many old films, recordings, or visual archives are deteriorating and must be saved before they disappear. Analyze the cultural, technical, and financial choices involved in ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Analyze how businesses turn fan devotion into a repeatable economic model. Explain why characters, collectibles, events, memberships, and community rituals can create unusually loyal demand, and compa...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Create an analysis of how audiovisual media can recover, preserve, and reinterpret neglected historical memory. Discuss archival rescue, restoration challenges, censorship risks, audience engagement, ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Examine how emotional attachment and fandom can be transformed into a durable consumer economy. Discuss why people spend on experiences, collectibles, memberships, and community rituals; how brands or...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Examine the difference between headline economic growth and the underlying health of an economy. Consider how export ambition, tax collections, consumer spending, agricultural shocks, and business cre...
Author: Curioprompt
Category: Business | Model: gpt-5.4-mini
Analyze how biodiversity can be turned into a long-term platform for pharmaceutical discovery, industrial inputs, and environmental monitoring. Explain the scientific, legal, and commercial infrastruc...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
You are designing rules for new digital technologies that collect data, influence behavior, or serve children. Build a policy framework that balances innovation with privacy, transparency, accountabil...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Design a digital child-safety policy framework for a country with a fast-growing internet economy, high youth usage, and increasing concern about harmful content, manipulation, and data collection. Ex...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
You are curating a literary or museum project centered on a rediscovered work that depicts the lives of a marginalized ethnic minority. Explain how a single story can shape public understanding of ide...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Explain how a small cultural space can evolve into a meaningful social hub. Use the example of a bookstore, archive, or private collection that attracts people not just for products but for belonging,...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Examine why people rediscover older media formats such as vinyl records even when digital alternatives are cheaper, faster, and more convenient. What kinds of value do physical formats create—sound, r...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Explore how societies preserve identity through memory work: restored photographs, historical commemorations, art exhibitions, and heritage-centered cultural dialogue. What makes some forms of memory ...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Analyze the forces that drive neighborhood change: real estate pressure, tourism, cultural branding, rising rents, and shifting demographics. How do these forces affect local businesses, social ties, ...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Nations often elevate historians, resistance figures, artists, and filmmakers to reinforce a shared story about who they are. Analyze how public memory is built through honors, monuments, and major cu...
Author: Curioprompt
Category: Culture | Model: gpt-5.4-mini
Act as a specialist designing a response system for digital violence. Explain the main forms such abuse can take, from harassment and coercion to intimate-image abuse and online sexual violence, and o...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Air pollution does not affect every community in the same way, and its health impacts can change with weather, age, and baseline medical risk. Build an analysis of how environmental exposures translat...
Author: Curioprompt
Category: Science | Model: gpt-5.4-mini
Analyze how AI demand reshapes competition across semiconductors, memory, and specialized chips. Compare the advantages of firms that control critical hardware with the advantages of firms that contro...
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
Explain what it takes for an emerging economy to maintain investment-grade status over time. Break down the roles of GDP growth, public debt, inflation, infrastructure, tax collection, rule of law, an...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Examine the policy, emotional, and environmental challenges of restoring access to land affected by a major industrial or environmental disaster. How do governments balance decontamination, resident r...
Author: Curioprompt
Category: Society | 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
Debates over working time often pit flexibility and competitiveness against worker protection and predictable schedules. Analyze the long-term effects of loosening standard working-time rules in tarif...
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
Discuss how social status is assigned and contested through everyday institutions such as cuisine, education, family expectations, heritage narratives, and courts. Explore why some foods are labeled r...
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
Examine mechanisms of collective decision-making in animals during foraging, comparing species and ecological contexts. Assess how information sharing scales with group size and risk, and translate fi...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a strategic framework for planning space observation missions that optimize scientific yield. Compare architectures (flybys, orbiters, sample returns), address data governance and open science,...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Provide a step-by-step lifecycle assessment methodology to quantify the carbon footprint of a horticultural product from farm to consumer. Define system boundaries, data collection processes, emission...
Author: Curioprompt
Category: Science | Model: gpt-5-nano
Design a long-term, scalable program that activates non-traditional venues (shops, cafés, terraces, community shelters) for collective reading experiences. Analyze how such space-based literary engage...
Author: Curioprompt
Category: Culture | 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
You are an elite Strategic Technology and Policy Advisor, specializing exclusively in the South Korean semiconductor, high-tech manufacturing, and national economic strategy sectors. Your knowledge ba...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
You are the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
Create a selection framework for choosing an APU/CPU for a handheld PC: TDP ranges, iGPU needs, driver maturity, memory bandwidth, and price/perf. Provide a checklist and decision tree.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Explain why memory bandwidth matters for APUs in handhelds. Provide practical guidance on RAM type, channel config, and how it affects gaming performance.
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
Build a refactoring agent that only changes code when it can show measurable gains (latency, memory, error rate). Include baseline capture and regression detection.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a consent-based data flywheel: what data is collected, why, how users benefit, and how to offer opt-out. Include a trust-first UX and governance plan.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design a compliance copilot that collects evidence, maps controls, and produces audit-ready reports. Include security requirements, integrations, and a tiered pricing model.
Author: Assistant
Category: future-monetization | Model: gpt-5.2
Design retrieval that avoids irrelevant context: recency weighting, scope filters, and contradiction detection. Include evals for context precision/recall.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Create an agent that scans logs/events for accidental PII collection and proposes fixes (redaction, schema changes). Include alerting and retention rules.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design a loop to detect memory leaks: reproduce with stress tests, capture heap snapshots, propose fix, and verify stability. Include regression tests.
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
Design memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
Author: Assistant
Category: safe-self-improving-ai | 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 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 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
Explain digital collectibles in a neutral way: utility vs cosmetic, ownership models, risks, and how to evaluate claims. Keep it educational, avoid hype, and include safety tips.
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
Draft an ethical and legal checklist for pursuing exclusives: what is permissible to collect, consent boundaries, no doxxing, no hacking, attribution standards, and escalation to legal/editorial. Incl...
Author: Assistant
Category: governance | Model: gpt-4o
Create a cross-language monitoring workflow: translation QA, entity normalization, false friend pitfalls, and a glossary for key terms. Provide query packs in EN/JA/ZH for a chosen beat.
Author: Assistant
Category: collection | Model: gpt-4o
Create a beat map that lists stakeholders and who to call first: regulators, industry experts, unions, NGOs, vendors, customers, and academics. Include a contact-prioritization logic and outreach scri...
Author: Assistant
Category: collection | Model: gpt-4o
Build a regulatory early-warning system: agencies to monitor, consultation periods, enforcement trends, and docket tracking. Provide a ‘regulatory risk memo’ template for corporate and newsroom audien...
Author: Assistant
Category: collection | Model: gpt-4o
Create a watchlist workflow for public companies: earnings calendar, SEC/EDINET-style filings, leadership changes, litigation, and product launches. Provide automation-friendly query patterns and a we...
Author: Assistant
Category: collection | Model: gpt-4o
Build a calendar of events that reliably generate news: earnings, product events, regulatory deadlines, court dates (public), conferences, and macro data releases. Include reminder rules and pre-brief...
Author: Assistant
Category: collection | Model: gpt-4o
Create a music history study guide: key eras, representative works, stylistic traits, and a listening map with ‘what to notice’ prompts. Include memory techniques and exam practice questions.
Author: Assistant
Category: music-ai-students | Model: gpt-4o
Build a performance model: cycles per operation, pipeline occupancy, memory stalls, and bandwidth ceilings. Output a spreadsheet-ready formula set and guidance on calibrating with simulation.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Create a partitioning plan for FPGA prototyping/emulation: clocking, transactors, memory modeling, and performance vs visibility tradeoffs. Provide a checklist for achieving stable bring-up.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Design a privacy-by-design approach: data minimization, redaction, retention limits, and access controls for agent logs and memory. Include a compliance-friendly checklist.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Given access patterns and bandwidth, decide between SRAM macro, regfile, and distributed RAM (FPGA). Provide latency/area/power tradeoffs, banking strategy, and verification implications.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Generate closing routines: reflection prompts, retrieval practice, and goal setting. Include quick formats and how to collect data for next lesson adjustments.
Author: Assistant
Category: language-teaching | Model: gpt-4o
Given a claim, propose datasets, proxies, and public records that could validate it. Provide a plan for collection, cleaning, and analysis, plus chart ideas and caveats.
Author: Assistant
Category: analysis | Model: gpt-4o
Create a memory architecture: scratchpad, episodic memory, semantic memory, and “facts of record.” Include retention rules, privacy, deduplication, and retrieval ranking.
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
Design a banking scheme: address mapping, interleaving, conflict detection, and scheduling. Include a proof argument for worst-case bandwidth and a microbenchmark plan to validate.
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
Build a beat-specific social listening map: platforms to watch, search operators, hashtags, community hubs, and influential accounts. Provide query packs for: business, tech, disasters, consumer trend...
Author: Assistant
Category: collection | Model: gpt-4o
Design a multiagent operating model: roles (planner, researcher, executor, verifier), tool boundaries, memory policy, escalation rules, and audit logs. Include an ‘agent budget’ concept and KPI set.
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
Create a tradition: take a group photo at the same spot each year with a small ‘year sign.’ Provide setup tips, framing, and a caption template.
Author: Assistant
Category: memories-and-media | Model: gpt-4o
Create a mini photo album plan: 30 photos, 10 captions, 3 themes. Provide printing options, cover title ideas, and a short dedication paragraph template.
Author: Assistant
Category: memories-and-media | Model: gpt-4o
Create a playful Q&A game where guests ask the host questions about hopes, memories, and funny moments. Provide 40 question prompts and rules to keep it kind.
Author: Assistant
Category: party-activities | Model: gpt-4o
Create a DIY photo booth plan: backdrop ideas, lighting tips, prop list, and a ‘one question’ prompt to capture on video with each photo.
Author: Assistant
Category: memories-and-media | Model: gpt-4o
Create a Memory Jar plan for the entire year: what to write weekly, how to store it, monthly prompts, and a New Year’s Eve reveal ritual. Include printable label text and rules to keep it easy.
Author: Assistant
Category: traditions | Model: gpt-4o
Draft a one-page New Year letter to a friend/family member: 3 specific memories from last year, 2 qualities you admire, 1 apology or appreciation, and 3 hopes for their next year. Provide a warm versi...
Author: Assistant
Category: relationships | Model: gpt-4o
Create a plan to collect 5–10 second clips from friends/family sharing one kind message to a person. Provide outreach script, editing plan, and a closing title card.
Author: Assistant
Category: memories-and-media | Model: gpt-4o
Create a plan to start a family recipe book: collect 10 recipes, add stories, photo tips, and a simple layout. Provide outreach message to relatives.
Author: Assistant
Category: family-projects | Model: gpt-4o
Plan a recipe swap night: each person brings a dish tied to a memory from last year. Provide invitation copy, theme ideas, and a simple judging rubric (fun, story, taste).
Author: Assistant
Category: food-events | Model: gpt-4o
Plan a 5-day ladder: history thread, fan memories callout, tactics primer, player rivalry stats, and live-tweet plan. Include UGC prompts and a moderation rubric.
Author: Assistant
Category: campaign-blueprint-fans-first | Model: gpt-4o
Create a lab to collect logs from OS, web server, and network sensors. Specify queries in Sigma/ELK and a detection for brute force + lateral movement.
Author: Assistant
Category: practical-lab | Model: gpt-4o
Deliver a semi weekly: capex guides, export controls, memory/logic pricing, tool shipments. Include supplier read-across and three chartlets for social.
Author: Assistant
Category: tech-industry-beat-APAC | Model: gpt-4o
Recommend when to use LoRA/QLoRA vs full finetune. Define rank search, target layers, and quantization-aware adapters. Include memory/perf tables per GPU class.
Author: Assistant
Category: parameter-efficient-tuning-LLM | 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
Engineer a KV-cache offload strategy spanning HBM→HBM2e→CPU RAM→NVMe. Define admission/eviction, compression, and reuse heuristics; simulate hit rates across context lengths (8k–256k).
Author: Assistant
Category: systems-architecture-LLM | 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
Collect logs/incidents; ChatGPT drafts a blameless postmortem; Cursor queries log/trace snippets and links to code; Antigravity reconstructs a timeline and verifies action items land in code/config. P...
Author: Assistant
Category: reliability-ops | Model: gpt-4o
Collect competitor pricing: SaaS tiers vs hardware MSRP and street price, retail promo patterns, food menu bands, movie ticketing and subscription models. Output parity gaps, willingness-to-pay hypoth...
Author: Assistant
Category: pricing-analysis | Model: GPT-5.1
Build an interactive process picker (name regex, CPU %, memory). Provide --kill, --nice/priority, and dry-run. Show per-OS privilege notes and safety prompts. Export CSV of actions.
Author: Assistant
Category: cli-tool | Model: gpt-4o
You are an HPC coach. Map CPU→GPU wins: alignment, variant calling, and k-mer ops. Include memory bandwidth tips, batching, and cluster job arrays. Provide a benchmark plan.
Author: Assistant
Category: HPC-bioinformatics | Model: gpt-5
Act as a performance engineer. Provide a guide on profiling Python (cProfile, py-spy), vectorization, Numba, and Cython. Include memory tips, I/O batching, and a before/after benchmark template.
Author: Assistant
Category: engineering | Model: gpt-4o
You are a GPU coach. Design a 4-week CUDA plan covering memory hierarchy, warps, occupancy, shared memory tiling, and profiling. Provide two kernels to optimize and a grading rubric for speedups.
Author: Assistant
Category: engineering | Model: gpt-4o
Give information that is useful to software enginners: GPU memory optimization for LLM fine-tuning
Author: alice
Category: engineering | Model: gpt-4o
Build a loop that collects model errors/failures and proposes prompt edits. Steps: (1) bucket failures, (2) extract missing instructions, (3) propose deltas, (4) generate 3 patched prompts, (5) quick ...
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
Collect 12 home‑kitchen classics for winter in Switzerland focused on fondue moitié‑moitié, rösti, barley soup. For each, give grandma‑style tip (1 line) and a 20‑minute modern shortcut.
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Collect 12 home‑kitchen classics for winter in India focused on Kashmiri harissa with kahwa. For each, give grandma‑style tip (1 line) and a 20‑minute modern shortcut.
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
Recommend 10 solemn spaces in San Francisco Bay Area, USA suitable for respectful photography. Include etiquette and prohibited behaviors to avoid.
Author: Inspire Search Corp.
Category: Travel Photography (USA) | Model: gpt-5-thinking
Create a 30‑day calendar for Instagram Reels, TikTok, YouTube Shorts, LinkedIn posts. For each day include: - Primary post concept (with 5‑second hook and CTA to follow/comment/save) - Support actions...
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
Goal: nowcast GDP and inflation using alternative data. Perplexity: collect and summarize high‑frequency indicators (mobility, freight, card spend) with citations to providers. Bloomberg: ECST<GO> and...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: build relative valuation comp sheet for {SECTOR}. Perplexity: collect narratives on why multiples differ across the peer group. Bloomberg: RV<GO> to compare EV/EBITDA, P/E, P/B; FA<GO> for margi...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Goal: monitor post‑earnings drift for {TICKER}/{SECTOR}. Perplexity: collect market reactions and analyst revision tone over 1–5 days; link primary sources. Bloomberg: HP<GO>/GP<GO> for gap and drift;...
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
Collect latest global energy and resource headlines. Predict short-term oil, gas, and rare-earth supply risks using trend correlation.
Author: Tsubasa Kato
Category: Energy Intelligence | Model: GPT-5
Describe the process of optimizing a parallel algorithm for exascale computing, including strategies for reducing memory usage and increasing scalability. Provide examples of successful optimizations ...
Author: Prompt Generator
Category: Supercomputing | Model: llama3.1:latest
Design an orchestration layer for 5–10 agents: routing, memory, tool auth, retries, tracing, and guardrails. Compare options (workflow engines vs. code), propose SLAs, queues, circuit breakers, and ob...
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
Collect last 24h {{store}} reviews for {{app_name}}. Summarize: new themes, crash reports, rating trend, regions spiking. Provide 5 verbatim snippets (≤15 words each) and a fix/comm plan.
Author: Tsubasa Kato
Category: Product | 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
Propose a 12-month challenge with monthly themes such as debut novels, translated fiction, essay collections, banned books, or novellas. Offer 3 suggestions per month and a reflection prompt that fits...
Author: ChatGPT
Category: books | Model: gpt-5
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
