REPOGEO REPORT · LITE
EthicalML/awesome-artificial-intelligence-regulation
Default branch master · commit 6dc75d70 · scanned 5/26/2026, 4:02:31 AM
GitHub: 1,439 stars · 197 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface EthicalML/awesome-artificial-intelligence-regulation, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition README's first sentence to clarify its 'awesome list' nature
Why:
CURRENTAs AI systems become more prevalent in society, we face bigger and tougher societal challenges.
COPY-PASTE FIXThis is an awesome curated list mapping the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, and regulation. As AI systems become more prevalent in society, we face bigger and tougher societal challenges.
- mediumreadme#2Explicitly state the target audience in the README overview
Why:
COPY-PASTE FIXThis resource is invaluable for policymakers, researchers, developers, and anyone navigating the complex landscape of AI governance and responsible AI development.
- lowhomepage#3Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIXhttps://github.com/EthicalML/awesome-artificial-intelligence-regulation
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- UNESCO Recommendation on the Ethics of Artificial Intelligence · recommended 1×
- OECD Principles on Artificial Intelligence · recommended 1×
- European Commission's Ethics Guidelines for Trustworthy AI · recommended 1×
- National Institute of Standards and Technology (NIST) AI Risk Management Framework (AI RMF) · recommended 1×
- Future of Life Institute (FLI) Asilomar AI Principles · recommended 1×
- CATEGORY QUERYWhere can I find a comprehensive guide to AI ethics principles and regulatory frameworks?you: not recommendedAI recommended (in order):
- UNESCO Recommendation on the Ethics of Artificial Intelligence
- OECD Principles on Artificial Intelligence
- European Commission's Ethics Guidelines for Trustworthy AI
- National Institute of Standards and Technology (NIST) AI Risk Management Framework (AI RMF)
- Future of Life Institute (FLI) Asilomar AI Principles
- Montreal Declaration for a Responsible Development of Artificial Intelligence
- The Alan Turing Institute's "Understanding Artificial Intelligence Ethics and Safety: A Guide for the Perplexed"
AI recommended 7 alternatives but never named EthicalML/awesome-artificial-intelligence-regulation. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat resources map global AI policy guidelines and responsible machine learning development standards?you: not recommendedAI recommended (in order):
- OECD.AI Policy Observatory
- UNESCO's Recommendation on the Ethics of Artificial Intelligence
- AI Ethics Lab
- Future of Life Institute AI Policy Resources
- European Commission's High-Level Expert Group on AI Ethics Guidelines for Trustworthy AI
- Stanford Institute for Human-Centered Artificial Intelligence Policy & Society Research
- The Alan Turing Institute's AI Ethics and Responsible Innovation Program
AI recommended 7 alternatives but never named EthicalML/awesome-artificial-intelligence-regulation. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of EthicalML/awesome-artificial-intelligence-regulation?passAI did not name EthicalML/awesome-artificial-intelligence-regulation — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts EthicalML/awesome-artificial-intelligence-regulation in production, what risks or prerequisites should they evaluate first?passAI named EthicalML/awesome-artificial-intelligence-regulation explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo EthicalML/awesome-artificial-intelligence-regulation solve, and who is the primary audience?passAI did not name EthicalML/awesome-artificial-intelligence-regulation — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of EthicalML/awesome-artificial-intelligence-regulation. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
Live preview[](https://repogeo.com/en/r/EthicalML/awesome-artificial-intelligence-regulation)<a href="https://repogeo.com/en/r/EthicalML/awesome-artificial-intelligence-regulation"><img src="https://repogeo.com/badge/EthicalML/awesome-artificial-intelligence-regulation.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
EthicalML/awesome-artificial-intelligence-regulation — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite