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Showing results for "collective-behavior"
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Privacy Fines and Trust
Discuss how regulators should weigh deterrence, proportionality, and market stability when imposing large penalties for data and privacy violations. Compare the effects of a severe fine on user trust,...
Tags:
privacy,
regulation,
data-breach,
corporate-governance,
trust
Author: Curioprompt
Category: Society | Model: gpt-5.4-mini
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From Boom to Balance
In fast-changing economies, regulators sometimes swing between heavy-handed crackdowns and more neutral, rule-based enforcement. Explain the trade-offs between these approaches for investment, competi...
Tags:
regulation,
markets,
policy,
enforcement,
business-confidence
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
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Flyby Science Strategy
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,...
Tags:
space,
science,
mission-design,
collaboration,
data-governance
Author: Curioprompt
Category: Science | Model: gpt-5-nano
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Group Cues in Foraging
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...
Tags:
biology,
ethology,
collective-behavior,
team-design,
algorithms
Author: Curioprompt
Category: Science | Model: gpt-5-nano
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Life-cycle carbon footprints
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...
Tags:
carbon-footprint,
life-cycle,
supply-chain
Author: Curioprompt
Category: Science | Model: gpt-5-nano
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Corporate Borrowing in Energy Era
Investigate how sustained energy price pressures and central bank policy expectations affect corporate borrowing behavior, capital structure, and investment across industries. Develop scenario analyse...
Tags:
corporate-finance,
energy-costs,
monetary-policy
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Public Reading in Shared Spaces
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...
Tags:
culture,
reading,
public-spaces,
community
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
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Policy Uncertainty and IPO Markets
Analyze how policy signaling and regulatory clarity influence corporate investment, capital-raising activity, and stock-market behavior in a developing economy. Compare cases of sudden policy shifts w...
Tags:
policy-uncertainty,
investment,
ipo,
capital-markets,
regulation
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Regulating Ultra-Processed Foods
Develop a comparative policy toolkit that analyzes how regulatory levers such as taxation, labeling, advertising restrictions, and product accessibility have shaped consumer choices in high-risk produ...
Tags:
public-health,
policy,
regulation,
consumer-behavior
Author: CurioPrompt
Category: Public Health | Model: gpt-5-nano
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Energy Price Adaptation
Design a study of household and business resilience to sustained energy price volatility. Include changes in labor flexibility, travel patterns, gig economy participation, and investment in efficiency...
Tags:
energy,
cost-of-living,
behavioral-economics,
resilience,
policy
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Global Conflict Dynamics
Build a comparative risk assessment framework for international conflicts in a multipolar world. Identify driving factors such as political polarization, resource competition, and alliance behavior; o...
Tags:
geopolitics,
risk-assessment,
conflict,
policy-analysis,
monitoring
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Election Signals and Foreign Policy
Examine how domestic election dynamics in a federal system influence foreign policy signaling, crisis management, and alliance behavior, and how rising geopolitical risk shapes policymaker prioritizat...
Tags:
elections,
foreign-policy,
risk,
policy,
international-relations
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
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Italy Fashion Design Strategist
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...
Tags:
dynamic,
italy,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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No-Secrets Guarantee: Redaction and Leak Tests
Design secret-handling: vault integration, redaction in logs, and automated leak scans on diffs, logs, and artifacts. Include fail-closed behavior.
Tags:
secrets,
redaction,
vault,
leak-prevention,
security
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Code Editing with ‘Stop Rules’
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Tags:
stop-rules,
loop-prevention,
safety,
iterations,
monitoring
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Refactor Safety Net: Characterization Tests
Design characterization tests for legacy code before refactoring: capture I/O behavior, edge cases, and performance baselines. Use them as a gate for changes.
Tags:
legacy,
characterization-tests,
refactoring,
regression
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Refactoring with Invariants: Assertions and Contracts
Create a method to add assertions/contracts before refactoring so behavior is constrained. Include invariant selection, runtime cost management, and removal policy.
Tags:
invariants,
assertions,
contracts,
refactoring,
safety
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Patch Minimization: Small Diffs, Big Wins
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Tags:
minimal-diff,
refactor-safety,
reviewability,
quality
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Abundance in Finance: Investor Education + Guardrails
Design an investor education product that emphasizes risk management and avoids hype. Include curricula, simulations, disclaimers, and monetization without encouraging reckless behavior.
Tags:
finance,
education,
risk-management,
simulations,
ethics
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Documentation-to-Test Traceability
Design traceability: map docs claims to tests that verify them. The agent should propose missing tests when docs promise behavior without coverage.
Tags:
traceability,
docs,
tests,
quality,
verification
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Personal AI Health Coach: Behavior Change at Scale
Design a health coaching product focused on habit change (not medical diagnosis). Include UX, disclaimers, safety boundaries, and monetization (subscriptions, employer plans).
Tags:
health,
coach,
habits,
safety,
subscriptions
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Data Privacy Guardian: Prevent PII Collection Drift
Create an agent that scans logs/events for accidental PII collection and proposes fixes (redaction, schema changes). Include alerting and retention rules.
Tags:
privacy,
PII,
redaction,
logging,
compliance
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Ethical Data Advantage: Consent-Based Data Flywheels
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.
Tags:
data,
consent,
flywheel,
privacy,
trust,
governance
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Compliance Copilot: Automated Evidence and Audits
Design a compliance copilot that collects evidence, maps controls, and produces audit-ready reports. Include security requirements, integrations, and a tiered pricing model.
Tags:
compliance,
governance,
audit,
enterprise,
security
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Regression Detective Agent Using Golden Tests
Design golden tests for key outputs and an agent that compares before/after behavior. Include tolerance rules and how to prevent “golden drift” over time.
Tags:
golden-tests,
regression,
behavioral-testing,
drift
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Topic Taxonomy Builder: Cluster Sources Into Themes
Create a method to cluster collected sources into themes: embeddings, hierarchical clustering, and label generation. Include how to keep clusters stable across updates.
Tags:
clustering,
taxonomy,
embeddings,
topic-modeling
Author: Assistant
Category: research-bot | Model: GPT-5.2
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PII & Sensitive Data Handling in Crawled Content
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.
Tags:
PII,
privacy,
redaction,
retention,
compliance
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Safety-First Reward Modeling (High-Level)
Describe a high-level approach to align reward signals with safe behavior: preference data guidelines, reward hacking risks, and validation. Keep it conceptual and focused on safety.
Tags:
reward-modeling,
alignment,
safety,
validation,
conceptual
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Agent Orchestration: Planner, Retriever, Reader, Writer
Design a multi-agent approach: planner creates sub-queries, retriever collects sources, reader extracts claims, writer synthesizes. Include handoff artifacts and consensus checks.
Tags:
multi-agent,
orchestration,
planner,
retriever,
synthesis
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Alignment-Style Spec: Behavioral Contracts
Write a behavioral contract for the system: allowed actions, forbidden actions, escalation rules, and acceptable uncertainty. Include examples and counterexamples to reduce ambiguity.
Tags:
alignment,
specification,
behavioral-contract,
safety,
policy
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Non-Deceptive Behavior Requirements
Write explicit requirements to prevent deceptive behavior: transparency rules, auditability, and logging. Include tests to detect hidden policy violations or manipulation attempts.
Tags:
non-deception,
transparency,
audit,
tests,
governance
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Drift Detection: Data, Behavior, and User Mix
Design drift detection: changes in user queries, outcome distributions, error types, and model behavior. Include thresholds and a playbook for when drift is detected.
Tags:
drift-detection,
monitoring,
analytics,
playbook,
safety
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Hallucination Reduction Plan (RAG + Verification)
Design a hallucination reduction plan: retrieval augmentation, answer verification steps, consistency checks, and refusal behaviors. Include evaluation metrics and regression tests.
Tags:
hallucination,
RAG,
verification,
consistency,
testing
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Experiment Design: Safe A/B Tests for AI Behavior
Design safe A/B testing for AI changes: guardrails, user segmentation, sensitive cohorts, and safe metrics. Include ethics considerations and how to interpret ambiguous outcomes.
Tags:
A/B-testing,
experiments,
ethics,
metrics,
rollout
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Digital Collectibles Basics (Non-Financial Advice)
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.
Tags:
digital-collectibles,
metaverse,
education,
safety,
non-financial
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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CAN Bus and Network Fault Triage
Design a CAN/LIN/network fault triage workflow for modern vehicles: topology, termination checks, DTC grouping, module wake/sleep behavior, bus voltage, and when to suspect wiring vs module faults.
Tags:
CAN-bus,
LIN,
vehicle-network,
diagnostics,
electrical
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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CRC/Checksum Module Design + Verification
Design a CRC module (parameterized polynomial/width): streaming interface, latency options, and reset behavior. Provide SVAs and randomized tests to prove correctness.
Tags:
CRC,
checksum,
streaming,
verification,
RTL
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Executive Presence Without Ego (Cross-Cultural)
Explain how to build executive presence across cultures: speaking style, email tone, meeting behavior, and decision-making cues in USA vs Europe vs Asia. Include do/don’t examples and a practice check...
Tags:
executive-presence,
cross-cultural,
communication,
leadership
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Public Transport Etiquette During Disruptions
Write guidance for respectful, safe behavior when transport is disrupted: queueing, sharing information responsibly, helping vulnerable people, and avoiding conflicts.
Tags:
etiquette,
public-transport,
safety,
community,
calm
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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Team Norms: Build a Culture of Candor
Help me define team norms that encourage candor and psychological safety. Propose 8 norms, example behaviors, and a rollout plan for adoption.
Tags:
culture,
psychological-safety,
candor,
leadership,
norms
Author: Assistant
Category: soft-skills | Model: GPT-5.2
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Community Shelter Checklist: What to Bring and How to Behave
Create a checklist for staying at a community shelter: what to bring, privacy considerations, respectful behavior, and how to keep valuables safe.
Tags:
shelter,
community,
checklist,
etiquette,
security
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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Social Listening Map: Platforms + Queries by Beat
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...
Tags:
social-listening,
queries,
beats,
monitoring,
news
Author: Assistant
Category: collection | Model: gpt-4o
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Event Watch: Calendars That Produce News
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...
Tags:
calendar,
news-planning,
events,
watchlist,
workflow
Author: Assistant
Category: collection | Model: gpt-4o
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Company Watchlist: Earnings, Filings, Leadership Moves
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...
Tags:
company-monitoring,
filings,
earnings,
watchlist,
Fortune500
Author: Assistant
Category: collection | Model: gpt-4o
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Cross-Language Monitoring (EN/JA/ZH)
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.
Tags:
multilingual,
monitoring,
translation,
EN,
JA,
ZH
Author: Assistant
Category: collection | Model: gpt-4o
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Beat Map: Who to Call First (Rolodex Strategy)
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...
Tags:
sources,
beat-reporting,
outreach,
newsroom,
analyst
Author: Assistant
Category: collection | Model: gpt-4o
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Regulatory Radar: Early Warning Indicators
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...
Tags:
regulation,
policy-monitoring,
risk,
intelligence,
news
Author: Assistant
Category: collection | Model: gpt-4o
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Class Closing Routines: Reflection + Retrieval Practice
Generate closing routines: reflection prompts, retrieval practice, and goal setting. Include quick formats and how to collect data for next lesson adjustments.
Tags:
closures,
reflection,
retrieval-practice,
assessment,
teaching
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Data Journalism Starter: What Dataset Would Prove It?
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.
Tags:
data-journalism,
verification,
datasets,
analysis,
charts
Author: Assistant
Category: analysis | Model: gpt-4o
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Classroom Management for Language Teachers (Non-Punitive)
Provide a language-classroom management toolkit: routines, signals, group roles, and positive reinforcement. Tailor for Tokyo/Fukuoka/NYC classroom norms.
Tags:
classroom-management,
routines,
groups,
teaching,
behavior
Author: Assistant
Category: language-teaching | Model: gpt-4o
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‘Scoop’ Without Risk: Ethical Newsgathering Checklist
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...
Tags:
ethics,
legal,
news-gathering,
compliance,
scoop
Author: Assistant
Category: governance | Model: gpt-4o
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Reset Strategy: Async Assert, Sync Deassert
Design a robust reset strategy for FPGA and ASIC: global vs local resets, sequencing, POR behavior, scan considerations, and safe deassertion across domains. Include RTL patterns and verification appr...
Tags:
reset,
CDC,
ASIC,
FPGA,
DFT,
advanced
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Onboarding Across Cultures (Manager Guide)
Create an onboarding plan for global hires: role clarity, early wins, mentorship, and feedback loops. Provide a 30/60/90 template and region-specific manager behaviors.
Tags:
onboarding,
management,
global,
30-60-90,
leadership
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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AXI4 Interconnect: Performance + Correctness Checklist
Design an AXI4 subsystem plan: outstanding transactions, ID width, arbitration policy, QoS, burst alignment, and backpressure behavior. Provide a verification checklist for ordering, deadlock, and thr...
Tags:
AXI4,
interconnect,
SoC,
bus,
verification,
advanced
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Cultural Etiquette for Ships, Planes, and Trains
Create a cultural etiquette guide for transport worldwide: quiet cars, queues, cabin behavior, meal norms, tipping, and shared-space courtesy. Include examples for budget and luxury contexts.
Tags:
etiquette,
culture,
transport,
ships,
trains,
airplanes
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
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Bicycle E-Assist Diagnostic and Maintenance Plan
Create a diagnostic and maintenance plan for e-bikes: battery health, motor behavior, connectors, sensors, display/controller errors, brakes, drivetrain wear, and safe charging habits.
Tags:
e-bike,
battery,
motor,
diagnostics,
maintenance
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Difficult Feedback: SBI + Feedforward
Help me deliver difficult feedback using the SBI model (Situation-Behavior-Impact) plus a feedforward request. Provide a script, a short version, and a follow-up note template.
Tags:
feedback,
SBI,
feedforward,
leadership,
communication
Author: Assistant
Category: soft-skills | Model: GPT-5.2
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OBD-II Data Interpretation for Experienced Mechanics
Interpret OBD-II data like a technician: freeze frame, fuel trims, misfire counters, oxygen sensor behavior, MAF/MAP plausibility, and readiness monitors. Provide a diagnostic worksheet.
Tags:
OBD-II,
scan-tool,
fuel-trim,
sensors,
diagnostics
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Public Transport Disruption Plan (Mass Delays)
Create a plan for mass transit disruptions: what to carry, alternative routes, safe waiting behaviors, and communication steps. Include region-specific notes for Europe/Asia/USA/Africa transit norms.
Tags:
public-transport,
disruption,
commute,
preparedness,
planning
Author: Assistant
Category: preparedness | Model: gpt-4o
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Source Reliability Ladder + Scoring Rubric
Create a source reliability ladder (Tier 1–4) with a scoring rubric: track record, transparency, proximity, incentives, corroboration, and correction behavior. Output a template to score new sources c...
Tags:
verification,
source-evaluation,
newsroom,
credibility,
framework
Author: Assistant
Category: verification | Model: gpt-4o
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How to Build Strategic Partnerships as a Pro
Provide a partnership-building guide: identify mutual value, structure pilots, define success metrics, and scale. Include region-specific partner behaviors and expectations.
Tags:
partnerships,
strategy,
BD,
global,
scale
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Cultural Norms: How to Ask for Help Respectfully
Provide guidance for requesting help and interacting with authorities/community during disruptions across USA/Europe/Asia/Africa. Include polite phrasing, expectations, and respectful behavior.
Tags:
culture,
communication,
help,
preparedness,
global
Author: Assistant
Category: preparedness | Model: gpt-4o
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Pricing Strategy by Region: Practical Adjustments
Provide guidance to adapt pricing for USA/Europe/Asia: value messaging, payment methods, procurement behavior, and localization. Include a simple experimentation plan.
Tags:
pricing,
go-to-market,
global,
localization,
experiments
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Hydraulic System Bleeding Troubleshooter
Create a troubleshooting guide for bleeding hydraulic brakes or clutches. Include air sources, master/slave cylinder behavior, hose routing, reverse bleeding, vacuum bleeding, and signs of internal se...
Tags:
hydraulics,
bleeding,
brakes,
clutch,
diagnostics
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Classroom English + Japanese: Teacher Talk Script Bank
Generate a script bank for teacher talk: instructions, transitions, praise, and behavior reminders in simple English and Japanese equivalents. Keep it natural and classroom-safe.
Tags:
teacher-talk,
classroom-language,
bilingual,
scripts,
management
Author: Assistant
Category: language-teaching | Model: gpt-4o
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New Year ‘Family Recipe Book’ Starter
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.
Tags:
new-year,
family,
recipes,
memories,
project
Author: Assistant
Category: family-projects | Model: gpt-4o
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New Year ‘Kind Words’ Video Montage
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.
Tags:
new-year,
video,
montage,
friends,
family
Author: Assistant
Category: memories-and-media | Model: gpt-4o
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Intro to Blue Team Telemetry (College)
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.
Tags:
blue-team,
SIEM,
telemetry,
Sigma,
ELK,
lab
Author: Assistant
Category: practical-lab | Model: gpt-4o
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Schoolwide Counseling Program Metrics
Propose metrics for a school counseling program: attendance, behavior incidents, credit completion, student surveys, and equity disaggregation. Provide a dashboard outline.
Tags:
program-metrics,
school-counseling,
dashboard,
equity
Author: Assistant
Category: program-evaluation | Model: gpt-4o
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Behavior Support Plan Collaboration
Create a counselor-led behavior support plan: function of behavior, replacement skills, reinforcement, and classroom coordination. Add review data fields.
Tags:
behavior-support,
functional-assessment,
skills,
reinforcement
Author: Assistant
Category: behavior-intervention | Model: gpt-4o
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Startup Culture Principles
Define 5 non-negotiable culture principles with behaviors.
Tags:
culture,
values,
startup
Author: Assistant
Category: people-ops | Model: gpt-4o
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Fine-Tune Stack: SFT→DPO/ORPO→RLHF
Specify a training stack with SFT on curated data, preference optimization (DPO/ORPO), and optional RLHF. Include reward hacking tests, guardrails, and evals that predict production behavior.
Tags:
LLM,
SFT,
DPO,
ORPO,
RLHF,
alignment,
evaluation
Author: Assistant
Category: training-pipeline-LLM | Model: gpt-4o
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Incident Postmortem Synthesizer
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...
Tags:
SRE,
incident,
postmortem,
observability,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: reliability-ops | Model: gpt-4o
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Procrastination Antidote Kit
Identify top procrastination triggers and prescribe countermeasures: friction reduction, first-inch tactics, commitment devices, and public checkpoints.
Tags:
time-management,
procrastination,
behavior-change,
coaching
Author: Assistant
Category: time-management | Model: gpt-4o
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Habit Ladder: Micro→Macro
Build a ladder of micro-habits (2–5 minutes) that scale toward macro outcomes (fitness, study, writing). Include habit stacking, trigger design, and a 30-day tracker.
Tags:
time-management,
habits,
behavior-design,
atomic,
tracking
Author: Assistant
Category: time-management | Model: gpt-4o
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Pricing and Packaging Teardown
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...
Tags:
pricing,
packaging,
benchmark,
experiments
Author: Assistant
Category: pricing-analysis | Model: GPT-5.1
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Wildlife & Bear-Aware Brief
Produce a region-agnostic wildlife safety brief: food storage options (PCT hang, canister), cooking triangle, encounter scripts, and seasonal behavior notes.
Tags:
camping,
wildlife,
bear-safety,
food-storage
Author: Assistant
Category: camp-safety-wildlife | Model: gpt-4o
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Tea Ceremony & Kimono Etiquette
You are a culture coach. Explain how to book a tea ceremony, kimono rental etiquette, walking tips, respectful photo behavior, and weather considerations.
Tags:
Kyoto,
culture,
tea,
kimono,
etiquette
Author: Assistant
Category: culture-etiquette | Model: gpt-4o
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Mental Health Screening & Brief Interventions
Act as a primary care/ED partner. Package PHQ-9/GAD-7/AUDIT-C flows, suicide risk triage, SBIRT micro-scripts, and referral pathways. Add crisis safety planning template.
Tags:
mental-health,
screening,
SBIRT,
PHQ-9,
GAD-7
Author: Assistant
Category: behavioral-health | Model: gpt-5
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Error-Driven Prompt Tuning Loop
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 ...
Tags:
prompt|tuning|feedback|yaml
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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Website Lead Scoring
Propose a lead-scoring model: behavior weights (visits, time, events), firmographics, recency. Include a cutoff policy and a feedback loop from sales outcomes. Return as a table + pseudocode.
Tags:
automation|lead-scoring|model|pseudocode
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
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Evaluation Rubric (Human-in-the-Loop)
Create a rubric for humans to score the model’s outputs: 5 criteria, 5-point scale each, behavioral anchors per score. Provide a one-page training note for raters and inter-rater reliability tips.
Tags:
prompt|evaluation|rubric|hil
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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Switzerland — Regional Home Classics: fondue moitié‑moitié, rösti, barley soup
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.
Tags:
winter|food|europe|switzerland|regional-home-classics
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
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India — Regional Home Classics: Kashmiri harissa with kahwa
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.
Tags:
winter|food|india|regional-home-classics
Author: Inspire Search Corp.
Category: Culinary (Winter) | Model: gpt-5-thinking
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San Francisco Bay Area – Bridges & Hills — Memorials & Respect
Recommend 10 solemn spaces in San Francisco Bay Area, USA suitable for respectful photography. Include etiquette and prohibited behaviors to avoid.
Tags:
usa|california|san francisco|bay area|bridge|photography
Author: Inspire Search Corp.
Category: Travel Photography (USA) | Model: gpt-5-thinking
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30‑Day Content Calendar With Growth Loops
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...
Tags:
calendar|short-form|growth loops|KPI|smb|enterprise
Author: Inspire Search Corp.
Category: Planning | Model: gpt-5-thinking
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Mobile vs Desktop Behavior Gap
Goal: compare mobile vs desktop behavior. Data: GA4 device category segmentation. Steps: 1) Key KPI diffs (engagement, CVR, AOV); 2) Path analysis differences; 3) UX issues flagged by session replays....
Tags:
mobile;desktop;behavior-gap
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Personalization Segmentation & CDP Activation
Goal: design segmentation and CDP activation. Data: events, traits, CRM. Steps: 1) Build segments (recency, behavior, value); 2) Define activation triggers; 3) Map to channels via CDP (e.g., Segment);...
Tags:
segmentation;cdp;activation
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Search Behavior Insights (Site Search Logs)
Goal: mine internal site search for intent gaps. Data: GA4 view_search_results and search_term params. Steps: 1) Top queries with zero-results; 2) CTR to result pages; 3) Query clusters using embeddin...
Tags:
site-search;intent;content-gaps
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Nowcasting GDP/Inflation from Alt‑Data
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...
Tags:
nowcast;GDP;inflation;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Relative Valuation Comps (Sector)
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...
Tags:
valuation;RV;sector;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Post‑Earnings Drift & Guidance Watch
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;...
Tags:
post-earnings;drift;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Energy Market Pulse
Collect latest global energy and resource headlines. Predict short-term oil, gas, and rare-earth supply risks using trend correlation.
Tags:
energy,
resources,
forecast
Author: Tsubasa Kato
Category: Energy Intelligence | Model: GPT-5
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Micro‑Interventions: Nutrition & Movement
Design micro-interventions for {{ICP}} that improve daily health without nagging.
Deliver 20 interventions mapped to moments (work, commute, evening), opt-in, and privacy notes.
Add measurement and ha...
Tags:
behavior-change,
health,
habits,
UX,
privacy
Author: Tsubasa Kato
Category: health | Model: gpt-5-thinking
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Biodiversity‑Aware Location Features
If geospatial features exist, design overlays for green corridors, tree canopy, and sensitive habitats.
Plan: data sources, caching, offline mode, and respectful UX.
Add a policy to avoid enabling har...
Tags:
biodiversity,
geospatial,
offline,
policy,
UX
Author: Tsubasa Kato
Category: geospatial | Model: gpt-5-thinking
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Healthy-by-Design Feature Set
Define features for {{product_concept}} that support healthy behavior:
- Movement nudges, posture checks, digital well-being timers
- Low-blue-light themes and sleep-friendly notifications
- Opt-in ph...
Tags:
health,
wellbeing,
ergonomics,
digital-wellbeing,
privacy
Author: Tsubasa Kato
Category: health | Model: gpt-5-thinking
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Performance Review Rater Guide
Produce a rater guide: competency model by level, behavioral anchors, calibration rules, sample feedback phrases, and growth plans. Include legal and bias pitfalls to avoid and a suggested timeline wi...
Tags:
"HR;performance;calibration;feedback;legal"
Author: ChatGPT
Category: HR | Model: GPT-5 Thinking
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HCI: Usability A/B Journey Sim
Plan a synthetic-user journey simulation for onboarding flows. Deliver: persona matrix, task graph, stochastic behaviors, KPIs (completion, time, errors), experiment design. Output: event schema, dash...
Tags:
hci,
ab testing,
usability,
journey,
analytics
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
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Feature Adoption Now
Measure last 7d vs last 24h adoption for {{feature}}. Output: DAU/WAU impact, activation funnel deltas, power-user behaviors, top cohorts, leading indicators. Suggest 3 quick experiments.
Tags:
product;analytics;experimentation;timely;saas
Author: Tsubasa Kato
Category: Product | Model: gpt-5
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App Reviews Surge Scan
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.
Tags:
product;ux;mobile;timely;app-store
Author: Tsubasa Kato
Category: Product | Model: gpt-5
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12-in-12 Reading Challenge
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...
Tags:
reading challenge,
themes,
translated fiction,
reflection
Author: ChatGPT
Category: books | Model: gpt-5
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ABM 2.0 With Intent Data
Create an ABM 2.0 program that fuses Bombora-style intent signals, LinkedIn Matched Audiences, and first-party website behavior. Provide target-tiering logic, content offers per buying stage, SDR foll...
Tags:
ABM,
intent data,
LinkedIn,
SDR,
MQA,
regional
Author: ChatGPT
Category: business | Model: gpt-5
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Archival Hunt Starter Kit
Explain how to search for lost films or obscure editions. Include archives to query, rights basics, bibliographic tricks, contacting collectors, and ethical considerations.
Tags:
archives,
research,
rights,
collecting
Author: ChatGPT
Category: research | Model: gpt-5
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Bronze in the Rain
An 8-second photoreal video of a bronze equestrian statue during light rain; droplets bead, roll, and drip from patina. Camera: circular dolly around head and mane; city bokeh behind. Emphasize patina...
Tags:
sculpture;bronze;rain;dolly;photoreal
Author: Assistant
Category: Sculpture | Model: Sora
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Evaluate a Person of Advanced Knowledge of Physics and Science
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 ...
Tags:
evaluation
Author: [email protected]
Category: Evaluation,NLP | Model: GPT-4o,o1,o1-mini
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