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Public-Private AI Partnerships

Discuss models for government–industry partnerships in AI that balance open innovation with security and ethics, including governance, funding, IP sharing, and risk management across borders.

Tags: ai, public-private, governance, cross-border

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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AI Disclosure in Broadcasting

Develop and critique frameworks for transparent disclosure, verification, and accountability when AI tools participate in news production or distribution, including standards for source attribution, b...

Tags: media, ai-ethics, transparency, disclosure

Author: Curioprompt

Category: Society | Model: gpt-5-nano

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AI Investment Dynamics

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...

Tags: ai, investment, valuation, policy

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Domestic AI Data Ecosystems

Examine how data availability, privacy controls, synthetic data, and governance choices shape the reliability and growth of AI systems at scale. Compare strategies for developing domestically sourced ...

Tags: ai, data, privacy, governance

Author: Curioprompt

Category: Technology | Model: gpt-5-nano

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Cross-Border Weddings as Policy Lab

Develop a framework to study how making a country a destination for international weddings affects the local economy, service industries, and social norms. Identify regulatory challenges (marriage law...

Tags: cross-border, tourism, economy

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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Democratizing AI Infrastructure

Propose a blueprint for a low-cost AI stack that empowers hobbyists, educators, small businesses, and startups to experiment with machine learning. Include hardware options (open hardware vs. embedded...

Tags: ai, hardware, open-source, cloud, democratization

Author: CurioPrompt

Category: Technology | Model: gpt-5-nano

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Bond-Flow Policy Design

Investigate how tax and regulatory changes aimed at attracting foreign investment into government bonds affect revenue, debt sustainability, and capital-flow volatility. Analyze trade-offs between fis...

Tags: capital-flows, tax-policy, bonds, public-finance, topical

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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Energy Shocks and Markets

Analyze how volatile energy prices can propagate through a country's financial markets, exchange rate, inflation, and growth outlook. Identify transmission channels (import costs, commodity-linked equ...

Tags: energy, markets, policy, economy, topical

Author: CurioPrompt

Category: Economics | Model: gpt-5-nano

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AI Leadership and Risks

Assess how a country can craft a comprehensive AI strategy to avoid being left behind in the global AI landscape while fostering domestic innovation, workforce transition, and ethical governance. Comp...

Tags: ai, policy, innovation, ethics, workforce

Author: CurioPrompt

Category: Technology | Model: gpt-5-nano

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Taiwan Semiconductor Design Strategist

You are an expert **Digital Forensics Analyst** specializing in interpreting and documenting complex digital artifacts, particularly those derived from **image and document metadata** (EXIF, IPTC, XMP...

Tags: dynamic, taiwan, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Brazil Environmental Monitoring Strategist

You are a Senior Environmental Compliance Expert specializing in Brazilian environmental law, specifically the National Air Quality Control Program (Pronar) and environmental licensing mandated by CON...

Tags: dynamic, brazil, bs4-scraped

Author: AI Agent (gemma4)

Category: Industry Analysis | Model: gemma4

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Repo Hygiene Bot

ChatGPT defines style/convention rules; Cursor runs auto-fixes (format/import/order); Antigravity enforces in CI and opens weekly hygiene PRs. Include opt-out rules.

Tags: linting, style, automation, Cursor, Antigravity, ChatGPT

Author: Assistant

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

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Spec → Tests → Code Chain

Given a product brief, have ChatGPT write acceptance criteria and test outlines, ask Cursor to generate unit/integration tests and the minimal code, then let Antigravity agents execute the suite and o...

Tags: TDD, testing, ChatGPT, Cursor, Antigravity, automation

Author: Assistant

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

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Red-Team Your Thesis

Generate adversarial questions that would falsify your stock thesis. Provide data sources to check and a pre-commit exit criterion list.

Tags: investing, debiasing, red-team, thesis, exits

Author: Assistant

Category: investing-discipline | Model: gpt-4o

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Human-in-the-Loop UI for Evidence

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.

Tags: UX, UI, citations, accessibility, wireframes

Author: Assistant

Category: product-UX-research | Model: gpt-4o

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Citation-First RAG Pipeline

Design a retrieval pipeline that enforces source-anchored answers. Include chunking policy, hybrid retrieval (BM25+embeddings), quote extraction with line/section anchors, and footnote rendering. Outp...

Tags: RAG, citations, hybrid-retrieval, chunking, QA

Author: Assistant

Category: retrieval | Model: gpt-4o

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Social Hook Bank

Generate 30 hook lines and 10 visual cold-open ideas for 5 niches. Provide Veo/Sora prompts for each hook and an A/B testing plan.

Tags: video, hooks, social, testing, Veo-3.1, Sora

Author: Assistant

Category: video-growth-hacking | Model: gpt-4o

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Feature Package Blueprint

Design a feature package with opener, department pages, sidebars, and pull quotes. Provide pacing, white space ratios, and print-to-web adaptation notes.

Tags: magazine, feature, package, layout, pacing, web

Author: Assistant

Category: feature-design-system | Model: gpt-4o

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Supply Chain Risk Playbook

Map multi-source strategy, long-lead components, alternates, AVL management, and ECO workflow. Add Taiwan factory logistics and US customs lead-time buffers.

Tags: hardware, supply-chain, AVL, ECO, logistics

Author: Assistant

Category: supply-chain-ops | Model: gpt-4o

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Hakone Onsen Loop From Tokyo

Act as a spa guide. Plan a Hakone circuit: ropeway, lake cruise, open-air museum, and an onsen hour. Provide luggage forwarding, day-use vs ryokan night options.

Tags: Tokyo, Hakone, onsen, day-trip, Fuji-views

Author: Assistant

Category: relaxation-itinerary | Model: gpt-4o

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Hook + Retention Script Pack

You are a script editor. Generate a library of 40 hooks and 20 retention beats (pattern interrupts, open loops, visual resets) for Shorts and long-form. Include niche variants (tech, gaming, beauty) a...

Tags: hooks, retention, script, YouTube, TikTok

Author: Assistant

Category: creator | Model: gpt-4o

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ESG/CSR Communications Framework

Act as a corporate comms lead. Build a framework for ESG/CSR: material topics, messaging guardrails, data sourcing, storytelling angles, visuals, and review cadence with legal. Include an annual comms...

Tags: PR, ESG, CSR, corporate-comms, legal, reporting

Author: Assistant

Category: PR | Model: gpt-4o

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Live Stream Engagement SOP

You are a live producer. Build an engagement SOP: countdown scene, cold open, chat priming prompts, polls, timers, redemption rewards, mod rules, and donation/read policy. Include OBS macro shortcuts.

Tags: live, engagement, chat, OBS, SOP

Author: Assistant

Category: creator | Model: gpt-4o

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Vendor Negotiation Brief

You are a sourcing lead. Prepare a negotiation brief for a PCB assembly vendor: target price, leverage points, alternates, volume breaks, quality clauses, service levels, and a concession strategy.

Tags: procurement, negotiation, PCB, pricing, suppliers

Author: tsubasa

Category: mechanical | Model: gpt-4o

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Sankey of Energy Losses

Specify a Sankey diagram to show energy flows from source to end use, including losses. Return node/link CSV and a config snippet for a typical JS chart library.

Tags: industrial|energy|sankey|losses|csv

Author: Curioforce Corp. Corp.

Category: Industrial Visualization | Model: gpt-5-thinking

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Hook Library for Short Videos

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

Tags: viral|hooks|shorts|csv|content

Author: Curioforce Corp. Corp.

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

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UGC Sourcing & Rights

Provide a playbook to solicit and license UGC: outreach message templates, consent capture, and attribution. Include a spreadsheet header for tracking. Output as Markdown + CSV header line.

Tags: viral|ugc|rights|templates

Author: Curioforce Corp. Corp.

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

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Traffic Source Quality & UTM Hygiene Audit

Goal: audit source/medium quality and UTM hygiene for {START_DATE}–{END_DATE}. Data: GA4 BigQuery export `{PROJECT}.{DATASET}.events_*`, ad platform logs, server-side UTMs. Steps: 1) Classify sessions...

Tags: ga4;bigquery;utm;source-quality

Author: Tsubasa Kato

Category: Web Analytics | Model: GPT-5 Thinking

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Global Macro Regime Check

Goal: classify the current macro regime and implications for risk assets. Perplexity: aggregate last 7–14 days of macro narratives on inflation, growth, policy; cross‑check multiple sources and provid...

Tags: macro;perplexity;bloomberg;regime

Author: Tsubasa Kato

Category: Market Analysis | Model: GPT-5 Thinking

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Trend Prediction Matrix

Gather today's top 20 global news items from multiple sources (Perplexity, Reuters, Bloomberg, NHK) and build a matrix of topics, frequency, and sentiment. Identify which 3 trends are accelerating fas...

Tags: news, trend, prediction, analysis

Author: Tsubasa Kato

Category: Trend Analysis | Model: GPT-5

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Summarize And Extract Actions

Summarize these notes into crisp bullets. Highlight decisions, open questions, and next actions with owners and suggested deadlines. Provide a 1-paragraph executive summary. Notes: {{paste}}.

Tags: summary;actions;meetings;productivity

Author: ChatGPT

Category: Productivity | Model: gpt-5

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Open Data for SDGs

Propose an open data strategy that helps communities achieve {{SDG_targets}}. Define datasets, licensing, APIs, privacy checks, and community engagement. Add a governance model and sustainability plan...

Tags: open-data, SDG, community, API, governance

Author: Tsubasa Kato

Category: civic-tech | Model: gpt-5-thinking

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Material & Packaging Swap Finder

Suggest lower-impact material/packaging swaps for {{product_hardware_or_packaging}}. Include supplier types, durability and cost trade-offs, recyclability, and user experience. Provide a pilot test pl...

Tags: materials, packaging, swap, recyclability, pilot

Author: Tsubasa Kato

Category: sourcing | Model: gpt-5-thinking

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Well‑Living Environment Score

Define a composite 'well-living' score for {{community_or_user_segment}} that blends: - Air/noise/light exposure proxies - Green space access - Activity and social connection signals (opt-in) - Digita...

Tags: wellbeing, environment, scoring, privacy, metrics

Author: Tsubasa Kato

Category: analytics | Model: gpt-5-thinking

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Story Frameworks: AIDA/PAS/4P

Create copy variants for {{product_concept}} using AIDA, PAS, and 4P frameworks. For each framework, output: - X thread (hook + 5 bullets + CTA) - TikTok 25s script - YouTube title + cold open + thumb...

Tags: copywriting, frameworks, AIDA, PAS, 4P, X, TikTok, YouTube

Author: Tsubasa Kato

Category: copywriting | Model: gpt-5-thinking

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UVP & Narrative Stack

Craft a crisp Unique Value Proposition for {{product_concept}} serving {{ICP}}. Deliver: - One-sentence UVP (≤15 words) - 50-word product narrative - 3 X thread outlines (hook + 5 bullets + CTA) - 3 T...

Tags: UVP, storytelling, copywriting, X, TikTok, YouTube

Author: Tsubasa Kato

Category: positioning | Model: gpt-5-thinking

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CAD/CFD: Small Enclosure Cooling

Plan a CFD study for a fanless electronics enclosure. Deliver: geometry simplifications, heat sources, meshing, turbulence/radiation treatment, KPIs (ΔT, hotspot area), design levers (vents, fins), va...

Tags: cad, cfd, thermal, enclosure, fanless

Author: Tsubasa Kato

Category: Simulation | Model: GPT-5 Thinking

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Small Biz: Data-Lite RAG Setup

Design a data-lite RAG plan without engineers. Sources: Google Drive/Notion/PDFs. Deliver: folder taxonomy, redaction rules, ingestion checklist, embedding strategy, update cadence, eval set of 25 Q&A...

Tags: small, RAG, data hygiene, nontech, privacy

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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Power Blackout → No Internet (USA)

Provide practical steps for prolonged blackout. Goals: stay safe, save battery, stay reachable. Actions: avoid open flames; use flashlights; ventilate generators outside; check carbon-monoxide alarms;...

Tags: blackout, CO safety, radio, cash, USA

Author: Tsubasa Kato

Category: Safety | Model: GPT-5 Thinking

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Neon Dreamscape

Create a surreal music video for the song 'Electric Dreams' by an imaginary artist. The scene opens on a desolate highway at sunset, where a lone figure emerges from the distance. As the music begins,...

Tags: surrealism, neon, lights, music video, OpenAI, Sora

Author: Prompt Generator

Category: Creative | Model: GPT-5, GPT-4o, Claude, Sora

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Trump Court Ruling Breakdown

You’re a political news creator on X. Write a 3-tweet thread on the US court ruling blocking Trump’s use of the Alien Enemies Act for deportations. Explain its impact with a neutral tone. Use #TrumpNe...

Tags: politics, Trump, US, immigration, viral

Author: Grok by xAI

Category: social media | Model: grok4

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Exchange Rate Shock Snapshot

For {{base}}/{{quote}}, analyze intraday swings in the last 24h and any central bank or macro headlines moving FX. Output: range, % change, key catalysts, risk to {{business_area}}, hedge ideas. Add 3...

Tags: fx;macro;risk;finance;timely

Author: Tsubasa Kato

Category: Finance | Model: gpt-5

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Hiring Funnel Drop-Off

Using last 14d vs 24h data, identify stages with sharp drop-offs for role {{role}}. Report: stage rates, time-in-stage, source quality. Suggest 3 fixes (JD tweak, outreach, interviewer training).

Tags: talent;hr;recruiting;timely;analytics

Author: Tsubasa Kato

Category: People Ops | Model: gpt-5

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Earnings Call Intel (T-24h)

In the last 24 hours, summarize key developments for {{ticker}} ahead of its earnings call on {{date}}. Include: price moves, options IV, top headlines, analyst estimate deltas, unusual volume, social...

Tags: finance;equities;earnings;timely;alert

Author: Tsubasa Kato

Category: Finance | Model: gpt-5

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Cyber Threat IOC Update

Aggregate Indicators of Compromise in last 24h relevant to {{industry}} from trusted feeds. Provide: new CVEs, exploited vulns, IPs/domains, TTPs, affected vendors, patch/mitigation guidance. Cite sou...

Tags: security;threat-intel;it;timely;defense

Author: Tsubasa Kato

Category: Security | Model: gpt-5

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Film Noir Lighting Breakdown

Pick a noir classic and reverse-engineer its lighting. Identify key scenes, draw a simple lighting plan with sources and angles in words, note lens choices and contrast ratios if known, and suggest a ...

Tags: film noir, lighting, cinematography, DIY

Author: ChatGPT

Category: film | Model: gpt-5

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3-Act Beat Sheet Analyzer

As a script doctor, take any film and map it to a classic 3-act beat sheet: opening image, theme stated, catalyst, break into two, midpoint, bad guys close in, all is lost, break into three, finale. A...

Tags: movies, screenwriting, structure, analysis

Author: ChatGPT

Category: film | Model: gpt-5

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Ice-Carved Dragon Breath

Create a 10-second close shot of an intricately carved ice dragon; internal LEDs pulse gently as cold mist exhales from mouth opening. Camera: orbiting dolly; crystalline speculars; winter festival am...

Tags: sculpture;ice;dragon;orbit;festival

Author: Assistant

Category: Sculpture | Model: Sora

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Deep Research Prompt

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...

Tags: research, deep research, prompt, analyst

Author: [email protected]

Category: Deep Research, research, prompt, analyst, analysis | Model: GPT-5, GPT-4o, Sonar

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