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Showing results for "bias"
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Satellite data for national planning
Explain how a government could leverage high-resolution satellite imagery and related remote-sensing data to monitor urban expansion, land-use change, and critical infrastructure. Compare governance m...
Tags:
satellite,
data,
policy,
planning,
remote-sensing
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 in Public Services
Draft a governance-ready plan for deploying AI in public services that balances efficiency with ethics, transparency, accountability, privacy, and user control. Compare different governance models, sp...
Tags:
ai,
govtech,
public-services,
privacy
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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Trustworthy AI Governance
Outline a comprehensive, evergreen governance framework for a national AI program that addresses transparency, accountability, risk management, data privacy, bias mitigation, stakeholder participation...
Tags:
canada,
ai,
governance,
ethics,
policy,
trust
Author: Curioprompt
Category: Technology | 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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Self-Improving Search/Relevance System: Guarded Changes
Design a plan to self-improve ranking/retrieval safely: offline eval sets, interleaving/AB tests, bias checks, and rollback on metric drops.
Tags:
search,
relevance,
offline-evals,
AB-testing,
bias,
rollback
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Bias & Perspective Check: Source Diversity Requirements
Design a bias-control policy: require diverse sources (geography, institution, viewpoint), detect monocultures, and add “missing perspective” prompts. Include reporting in outputs.
Tags:
bias,
source-diversity,
governance,
editorial
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Reverse Search Strategy: Find Counterevidence
Create a ‘reverse search’ strategy: how to actively look for disconfirming evidence and the strongest counterarguments. Include prompt patterns and a checklist to avoid confirmation bias.
Tags:
bias,
counterevidence,
critical-thinking,
search
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Numbers Literacy: Common Statistical Traps
List common statistical traps in media (base rates, selection bias, p-hacking, survivorship). Provide a quick “sanity check” checklist for numbers.
Tags:
statistics,
critical-thinking,
bias,
media-literacy
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Simple Tools: What Matters Most (No Brand Bias)
Create a prioritized list of simple tools useful off-grid (multi-tool alternatives, tape, cordage, lighting). Include region-friendly substitutes and safe usage reminders.
Tags:
tools,
essentials,
low-tech,
substitutions,
safety
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
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Detecting SEO Spam and Content Farms
Give me a guide to detecting SEO spam: templated prose, missing authorship, affiliate bias, scraped content, and suspicious interlinking. Provide quick heuristics.
Tags:
SEO-spam,
content-farms,
verification,
search-quality
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Company Claims: Validating With Filings and Statements
Create a workflow to validate company claims using earnings calls, filings, press releases, and reputable coverage. Include a checklist for bias and PR spin.
Tags:
business,
filings,
verification,
PR,
finance
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Algorithmic Bias Clinic (IR/MBA)
Run a bias assessment on search ranking: define fairness metrics, measure on subsets, and propose mitigations and business impact.
Tags:
IR,
bias,
fairness,
metrics,
MBA
Author: Assistant
Category: ethics-and-impact-IR-MBA | Model: gpt-4o
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Startup Customer Truth Extraction
Extract hard truths from customer feedback without ego or bias.
Tags:
customer-insights,
product,
ceo
Author: Assistant
Category: product | Model: gpt-4o
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Osaka Student + Creator Tracks
Design Osaka tracks (JA): student study hacks and creator collabs. Include subway ad tie-ins and UGC prompts; ≥70% predicted engagement via save/share bias.
Tags:
Osaka,
students,
creators,
UGC,
Japan,
engagement-70
Author: Assistant
Category: youth-engagement-JP | Model: gpt-4o
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Recency-Aware Ranking & Freshness
Design a time-decay model that boosts fresh, authoritative sources. Include publisher priors, sitemap/news bias, and re-crawl triggers. Output evaluation with time-split test sets.
Tags:
ranking,
recency,
freshness,
news,
re-crawl
Author: Assistant
Category: ranking-freshness | Model: gpt-4o
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Earnings Season Prep Kit
For a chosen company, prepare an earnings preview: consensus ranges, key KPIs, scenario table, and post-call action checklist. Include a bias-check prompt.
Tags:
investing,
earnings,
analysis,
scenarios,
bias-check
Author: Assistant
Category: investing-research | Model: gpt-4o
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Comparative Review Generator
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Tags:
comparison,
reviews,
bias,
templates,
consensus
Author: Assistant
Category: synthesis-templates | Model: gpt-4o
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Meta-Analysis with Bias Diagnostics
Act as a meta-analyst. Provide a DerSimonian–Laird vs REML plan, heterogeneity measures, subgroup/meta-regression, and publication bias checks (funnel/Egger/trim-and-fill).
Tags:
meta-analysis,
heterogeneity,
bias,
REML,
PRISMA
Author: Assistant
Category: biostats-methods | Model: gpt-5
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PRISMA-Ready Systematic Review Kit
Act as a research librarian. Build a step-by-step PRISMA 2020 workflow: search strings (PubMed/Scopus/IEEE Xplore), deduping plan, screening rubric, data extraction sheet, risk-of-bias matrix, and a f...
Tags:
systematic-review,
PRISMA,
literature,
meta,
research-methods,
ICT
Author: Assistant
Category: research | Model: gpt-5
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Differential Diagnosis Frameworks
Act as a clinical reasoning tutor. Summarize frameworks (VINDICATE-M, organ systems, time course, epidemiology priors) and provide 12 worked examples (e.g., chest pain, fever, anemia). Include red-fla...
Tags:
differential,
reasoning,
diagnosis,
education,
red-flags
Author: Assistant
Category: clinical-education | Model: gpt-5
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Cross-Device Journey Stitching Strategy
Goal: stitch cross-device journeys. Data: login IDs, hashed emails, device graph. Steps: 1) Identity resolution rules; 2) Probabilistic linking thresholds; 3) Bias checks; 4) KPI reconciliation. Outpu...
Tags:
cross-device;identity;stitching
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Headline Sentiment Divergence
Compare sentiment across sources (CNN, Fox, NHK, Nikkei, BBC) for the same topic. Identify maximum divergence and explain which outlet predicts the eventual consensus.
Tags:
media bias,
comparative analysis,
sentiment
Author: Tsubasa Kato
Category: Media Analytics | Model: GPT-5
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Privacy‑Preserving Health Analytics (FL)
Propose a federated learning setup for {{health_use_case}}.
Cover: on-device feature extraction, secure aggregation, bias checks, consent UX, and fallbacks for low-resource devices.
Define model+data ...
Tags:
federated-learning,
privacy,
health,
analytics,
drift
Author: Tsubasa Kato
Category: data-science | 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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Supply Chain: Demand Sensing with External Signals
Create a demand-sensing plan using POS, weather, promos (privacy-safe). Deliver: feature map, lag tests, backtest protocol, and guardrails. KPIs: MAPE ↓, bias ↓, alert precision ↑. Output: weekly cade...
Tags:
supply chain,
demand sensing,
forecasting,
S&OP,
analytics
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
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