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AI Competition Without Borders

A wave of increasingly capable AI models is lowering the cost of building products, but it is also intensifying competition across countries and companies. Analyze how cheaper AI models can reshape st...

Tags: ai, startups, competition, globaltech, platforms

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Innovation From Lab to Market

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...

Tags: innovation, research, universities, ai, biotech

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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Tech in the Real World

Compare the challenges of deploying advanced technology in harsh, unpredictable environments such as autonomous driving, disaster forecasting, medical implants, marine robotics, and infrastructure mon...

Tags: robotics, ai, resilience, field-deployment, engineering

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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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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AI-Driven Lab Automation

Analyze the opportunities and risks of AI-powered automation in scientific laboratories, covering experimental integrity, safety protocols, data governance, bias, and reproducibility. Propose a govern...

Tags: ai, lab-automation, ethics, reproducibility

Author: CurioPrompt

Category: Science | Model: gpt-5-nano

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RAG for Research Labs

Blueprint a RAG system for a lab wiki and PDFs: chunking policy, hybrid retrieval, and citation-anchored answers. Add privacy filters.

Tags: IR, RAG, academia, pdf, privacy, blueprint

Author: Assistant

Category: applied-IR-LLM-academia | Model: gpt-4o

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Dev Velocity Lab

Identify top constraints to developer velocity and propose experiments across CI time, test flake, code review, and environment drift. Output target benchmarks.

Tags: developer-velocity, engineering, CI, testing, tooling

Author: Assistant

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

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Hardware Program: EVT/DVT/PVT

Define an end-to-end hardware development plan from EVT→DVT→PVT with sample exit criteria, golden samples, and pilot builds. Note lab vs factory responsibilities in Taiwan and US field tests.

Tags: hardware, EVT, DVT, PVT, manufacturing, program

Author: Assistant

Category: hardware-programs | Model: gpt-4o

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TOEFL Listening Note-Taking Lab

Provide two academic mini-lectures (2–3 min audio scripts) and one conversation transcript with realistic distractors. Add Cornell note template, key-signal words list, and scoring rubric for summary ...

Tags: TOEFL, listening, notetaking, signals, summary

Author: Assistant

Category: listening | Model: gpt-4o

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Lab Interpretation Map

You are a medicine educator. Create interpretation trees for CBC, BMP, LFTs, thyroid panel, iron studies, and ABG with anion gap. Include common confounders and repeat/confirm rules.

Tags: labs, interpretation, CBC, ABG, LFTs

Author: Assistant

Category: clinical-education | Model: gpt-5

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Prenatal Care & Red Flags

Act as an OB partner. Provide prenatal visit schedule, labs/imaging cadence, warning signs, meds safety tiers, and birth plan discussion prompts. Include templates for counseling and documentation.

Tags: obstetrics, prenatal, red-flags, counseling, templates

Author: Assistant

Category: obstetrics-primarycare | Model: gpt-5

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BSL-2 Biosafety SOP Pack

You are a biosafety officer. Draft BSL-2 SOPs: PPE, waste, spill response, sharps, incident reporting, and training logs. Include a lab signage kit and audit checklist.

Tags: biosafety, BSL-2, SOP, lab-safety, training

Author: Assistant

Category: lab-safety | Model: gpt-5

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Thumbnail CTR Lab

Act as a growth analyst. Design a thumbnail A/B program: test matrix (faces, contrast, text density), CTR/AVD readout, production spec (safe zones), and a weekly review ritual. Provide a 10-variant te...

Tags: thumbnail, CTR, test, YouTube, design

Author: Assistant

Category: creator | Model: gpt-4o

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Rust for Systems: Starter Roadmap

You are a systems tutor. Create a 6-week Rust roadmap for engineers moving from C/C++. Cover ownership/borrowing, traits, async, FFI, and building a CLI + service. Provide weekly labs, benchmarks vs C...

Tags: Rust, systems, performance, CLI, async

Author: Assistant

Category: software | Model: gpt-4o

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Design to Standards & Compliance Map

You are a compliance-minded mechanical engineer. Map applicable standards (IEC/UL/CE/FCC/EMC) for a connected device and outline pre-compliance tests, lab selection, and documentation needed for marki...

Tags: compliance, standards, EMC, CE, FCC

Author: tsubasa

Category: mechanical | Model: gpt-4o

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Package-PDN and Thermal Co-Design

Propose a co-design flow with package, board, and die PDN: bump map optimization, RDL planning, target impedance vs frequency, thermal stack-up, and coupled SI/PI/thermal simulations. Include signoff ...

Tags: IC, packaging, PDN, thermal, RDL, co-design

Author: Assistant

Category: chip-design | Model: gpt-4

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Whodunit Plot Lab

Design a fair-play mystery toolkit. Define 5 clue types, 3 red herring patterns, a suspect matrix template, and a reveal structure that feels earned. Finish with a one-page outline for an original who...

Tags: mystery, plotting, clues, templates

Author: ChatGPT

Category: storycraft | Model: gpt-5

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