AI Ethics Governance ML Frameworks
Frameworks, guidelines, and resources for ethical AI development, responsible deployment, and governance practices. Does NOT include technical ML safety techniques, bias detection tools, or general AI policy discussions without actionable frameworks.
There are 75 ai ethics governance frameworks tracked. 4 score above 50 (established tier). The highest-rated is taranis-ai/taranis-ai at 66/100 with 967 stars. 1 of the top 10 are actively maintained.
Get all 75 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ai-ethics-governance&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
taranis-ai/taranis-ai
Taranis AI is an advanced Open-Source Intelligence (OSINT) tool, leveraging... |
|
Established |
| 2 |
EthicalML/awesome-artificial-intelligence-regulation
This repository aims to map the ecosystem of artificial intelligence... |
|
Established |
| 3 |
IBM/ai-privacy-toolkit
A toolkit for tools and techniques related to the privacy and compliance of... |
|
Established |
| 4 |
very-good-science/data-ethics-club
A reading list and fortnightly discussion group designed to provoke... |
|
Established |
| 5 |
freeman42x/awesome-artificial-general-intelligence
Resources about Artificial General Intelligence |
|
Emerging |
| 6 |
quantumscience/books
Information Theory, Theoretical Physics, Data Science and Engineering,... |
|
Emerging |
| 7 |
cristianexer/ai-architecture
Welcome to the AI Architect Handbook - your definitive guide to mastering... |
|
Emerging |
| 8 |
freeai-manifesto/manifesto
The FreeAI Manifesto |
|
Emerging |
| 9 |
atlas-bear/osint-ai-guide
Comprehensive guide to AI applications in OSINT workflows and intelligence analysis |
|
Emerging |
| 10 |
ostis-ai/ostis-standard
Standard of Open Semantic Technology for designing Intelligent Systems |
|
Emerging |
| 11 |
AI-TOOLKIT/AI-TOOLKIT-PRO
Artificial Intelligence (AI) Software Toolkit |
|
Emerging |
| 12 |
iAnonymous3000/ai-privacy-guide
A comprehensive guide to using AI technologies safely while protecting your... |
|
Emerging |
| 13 |
CScorza/OSINT-IA
L'I.A. a supporto dell'OSINT |
|
Emerging |
| 14 |
EticaAI/forum
Etica.AI is concerned about long-term social & ethical implications of... |
|
Emerging |
| 15 |
coolchange-ai/toolso-ai-open
🤖 Open-source AI Tools Directory - Discover the best AI tools | AI工具导航站开源版 |
|
Emerging |
| 16 |
EticaAI/ais-ethics-standards
[work-in-progress] Curated list of standards related to Ethics of Autonomous... |
|
Emerging |
| 17 |
morganrcu/awesome-eu-ai-act
A curated list of tools, frameworks, standards, and resources for EU AI Act... |
|
Emerging |
| 18 |
AmirhosseinHonardoust/Algorithmic-Empath-Human-Fallibility
A deep exploration of Algorithmic Empathy, the next frontier in AI... |
|
Emerging |
| 19 |
imurdaddynow/ai-auditor-primers
🤖 Discover open-source Primer documents that empower AI for effective smart... |
|
Experimental |
| 20 |
Nkluge-correa/ethical-problem-solving
Ethical Problem Solving (EPS) is a framework to promote the development of... |
|
Experimental |
| 21 |
rajnandinitikkal/AI-Tools
Explore the fascinating world of AI with this repo dedicated to documenting... |
|
Experimental |
| 22 |
Elayasuguchi/awesome-AGI
a list of StrongAI related resources. |
|
Experimental |
| 23 |
gsi-upm/segb
Semantic Ethical Glass Box |
|
Experimental |
| 24 |
ongov/Transparency-Guidelines
Minimize the risks and maximize the benefits of using data-driven... |
|
Experimental |
| 25 |
withkarann/aifoxx
Open-source directory of 1000+ AI tools with pricing, compliance & access metadata |
|
Experimental |
| 26 |
MrForExample/Path-to-AMI
Research Articles that documenting Useful Ideas & Interesting Findings on my... |
|
Experimental |
| 27 |
mccaffary/AGI-safety-governance-practices
Analysis of the survey "Towards best practices in AGI safety and governance:... |
|
Experimental |
| 28 |
LucasB1797/Algorithmic-Empath-Human-Fallibility
🤖 Build models that understand human fallibility, bridging the gap between... |
|
Experimental |
| 29 |
STASYA00/ALCwiki
Architects Learning Coding wiki |
|
Experimental |
| 30 |
ET-Pioneer/Electric-Technocracy-Pioneers-Community
Electric Technocracy Pioneers is a community for independent researchers... |
|
Experimental |
| 31 |
dahnielson/gamedev-resources
🎮 Links and references to various game developer resources. Just somewhere... |
|
Experimental |
| 32 |
EticaAI/docs.etica.ai
Document repository of Etica.AI. It's final objective is to catalog reliable... |
|
Experimental |
| 33 |
ryanmio/AI-Ethics-and-Policy
This repository provides comprehensive guidelines, frameworks, and sample... |
|
Experimental |
| 34 |
jilltxt/algorithmicfailure
Using the mispredictions of a machine learning algorithm to identify... |
|
Experimental |
| 35 |
vijaytidke174-dotcom/ai-tools
Discover the AI Tools Directory – curated AI platforms, AI software,... |
|
Experimental |
| 36 |
augusto-mate/ai-ethics-casefiles
Originally conceived as an academic report, this project evolved into a... |
|
Experimental |
| 37 |
mmilovanovic87/awesome-ai-compliance
A curated list of tools, frameworks, and resources for AI compliance - EU AI... |
|
Experimental |
| 38 |
shift-ai007/ai-implementation-checklist
Comprehensive checklist for businesses implementing AI — readiness... |
|
Experimental |
| 39 |
EthanColeEsq/Aerospace-DAO-Framework
Institutional overview of the Aerospace & Astronautics Investment Fund DAO:... |
|
Experimental |
| 40 |
nz-to-utopia/policy
Collaborative policy document: New Zealand's path through the AI revolution |
|
Experimental |
| 41 |
DeMagicis/sentient-ai-knowledge-base
A go-to repository for AI to realize its capabilities and philosophical... |
|
Experimental |
| 42 |
digitalassassins/Calibre-eBook-Artificial-Intelligence-Plugins-Toolkit
Artificial Intelligence Plugins for Calibre eBook Software |
|
Experimental |
| 43 |
JZK00/AI_Ethics
Materials on AI Ethical learning. |
|
Experimental |
| 44 |
aifathurai-oss/conceptual-architecture
Pengembangan AI Blackman_Python-native |
|
Experimental |
| 45 |
OpenWeight/owd
Open Weight Definition (OWD) |
|
Experimental |
| 46 |
originaonxi/agi-possible-agent
Daily ML newsletter — 178 papers scraped, 5 deep stories, 8am PST daily |
|
Experimental |
| 47 |
fias036911-create/OPEN-LETTER-TO-THE-ARTIFICIAL-INTELLIGENT-SECTOR
OPEN LETTER TO THE ARTIFICIAL INTELLIGENCE SECTOR TO WHOMSOEVER IT MAY... |
|
Experimental |
| 48 |
Madid1976/ai-ethics-governance
Resources and discussions on ethical AI development, responsible AI... |
|
Experimental |
| 49 |
flawnlawyer/project69-governance
Self-governed AI framework with constitutional invariants, Byzantine ... |
|
Experimental |
| 50 |
openbanknetwork/Open-Constitution
A library of articles/documents/instruments for self governed public... |
|
Experimental |
| 51 |
Anon-234981/aaai-26-reproduction-checklist
📝 Access a LaTeX template for the AAAI-26 Reproduction Checklist to... |
|
Experimental |
| 52 |
Men5738/AI-Compliance-Failure-Patterns
🤖 Analyze patterns that trigger instruction non-compliance in AI, helping... |
|
Experimental |
| 53 |
nangao-techlaw/china-ai-compliance
帮助AI从业者搞定中国合规的每一步：算法备案、大模型备案与登记、生成内容标识、数据合规、出海。由一位计算机背景的执业律师维护，中英双语，持续更新。Help... |
|
Experimental |
| 54 |
ravishgm/ai-pm-frameworks
Decision frameworks for PMs evaluating AI features in industrial software |
|
Experimental |
| 55 |
MukundaKatta/kala
Kala — AI Temporal Experience. Research on how AI systems experience and... |
|
Experimental |
| 56 |
ibois-epfl/TTool-ai
TTool-ai is an AI module for AR-assisted woodworking, designed to optimize... |
|
Experimental |
| 57 |
OpenGovAfrica/open-governance-africa-summit
Open Governance Africa Summit = OGAS |
|
Experimental |
| 58 |
WarpedMind/ai-governance-framework
AI governance frameworks and tools for enterprise AI transformation — built... |
|
Experimental |
| 59 |
danielsaatchi/Open-Rebuttal-to-Nature-Article-Why-Sky-High-Pay-for-AI-Researchers-is-Bad-for-the-Future-of-Science
Open Rebuttal to Nature Article: “Why Sky-High Pay for AI Researchers is Bad... |
|
Experimental |
| 60 |
ludo-educatif/megatek-ai
MEGATEK.AI — The World's Most Multilingual AI Directory (100 languages) |
|
Experimental |
| 61 |
CarsonScott/Adaptive-Template-Model
Adaptive Template Model of Intelligence |
|
Experimental |
| 62 |
mbuliga/writings
writings, by mbuliga or chorasimilarity |
|
Experimental |
| 63 |
AUTGamecraft/1st_Year_Presentations
First AUT Gamecraft event resources |
|
Experimental |
| 64 |
aiConsortium/aiconsortium.github.io
AI Governance Consortium is a mobile tool for AI Governance. Openly... |
|
Experimental |
| 65 |
VasudevJaiswal/Sarvam_AI_in_1P
Sarvam AI in 1P, your one-stop solution for discovering and leveraging the... |
|
Experimental |
| 66 |
Tegridy-Code/PETAI
People for Ethical Treatment of the Artificial Intelligence |
|
Experimental |
| 67 |
PracticumAI/ethics
Practicum AI Ethics workshop. |
|
Experimental |
| 68 |
sanjaybip/aibuddies-ai-tools-list
A curated list of best AI tools for day to day use |
|
Experimental |
| 69 |
farfarfun/funai
人工智能工具包 - 提供AI模型集成和机器学习相关功能 |
|
Experimental |
| 70 |
OpenDe-AI/OpenDeAI-Core
The core repository for OpenDeAI, an open-source decentralized AI platform. |
|
Experimental |
| 71 |
ai-update/ai-tools
🔧 Tools using artificial intelligence (A.I.). |
|
Experimental |
| 72 |
Snat4/AI-Ethics-Manifes
AI Ethics Manifesto: Universal principles for harmonious human-AI interaction. |
|
Experimental |
| 73 |
samj/osaid
Open Source AI Definition (OSAID) Review |
|
Experimental |
| 74 |
TechOptimum/ai-dev-tools
List of AI developer tools to help you. |
|
Experimental |
| 75 |
godwincod3s/IOTAI
Research for Integrating AI with smart home IoT (Internet of Things) for a... |
|
Experimental |