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 86 ai ethics governance frameworks tracked. 3 score above 50 (established tier). The highest-rated is taranis-ai/taranis-ai at 62/100 with 967 stars. 2 of the top 10 are actively maintained.
Get all 86 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... |
|
Emerging |
| 5 |
freeman42x/awesome-artificial-general-intelligence
Resources about Artificial General Intelligence |
|
Emerging |
| 6 |
Frederick-Stalnecker/THEOS
THEOS: Runtime Governance Framework for AI Safety | Validated on Claude... |
|
Emerging |
| 7 |
quantumscience/books
Information Theory, Theoretical Physics, Data Science and Engineering,... |
|
Emerging |
| 8 |
aakashg/awesome-ai-pm
A curated guide to AI product management: frameworks, tools, skills, career... |
|
Emerging |
| 9 |
cristianexer/ai-architecture
Welcome to the AI Architect Handbook - your definitive guide to mastering... |
|
Emerging |
| 10 |
snkii/awesome-spoken-dialogue-systems
Awesome Spoken Dialogue Systems |
|
Emerging |
| 11 |
bcgov/architect-for-bcgov
This repository contains architectural guidance docs created by Enterprise... |
|
Emerging |
| 12 |
atlas-bear/osint-ai-guide
Comprehensive guide to AI applications in OSINT workflows and intelligence analysis |
|
Emerging |
| 13 |
newamericafoundation/GovSCH
GovSCH is an Open-Source Schema for Authoring Cybersecurity & AI Governance Documents |
|
Emerging |
| 14 |
freeai-manifesto/manifesto
The FreeAI Manifesto |
|
Emerging |
| 15 |
ostis-ai/ostis-standard
Standard of Open Semantic Technology for designing Intelligent Systems |
|
Emerging |
| 16 |
coolchange-ai/toolso-ai-open
🤖 Open-source AI Tools Directory - Discover the best AI tools | AI工具导航站开源版 |
|
Experimental |
| 17 |
AI-TOOLKIT/AI-TOOLKIT-PRO
Artificial Intelligence (AI) Software Toolkit |
|
Experimental |
| 18 |
iAnonymous3000/ai-privacy-guide
A comprehensive guide to using AI technologies safely while protecting your... |
|
Experimental |
| 19 |
CScorza/OSINT-IA
L'I.A. a supporto dell'OSINT |
|
Experimental |
| 20 |
morganrcu/awesome-eu-ai-act
A curated list of tools, frameworks, standards, and resources for EU AI Act... |
|
Experimental |
| 21 |
EticaAI/forum
Etica.AI is concerned about long-term social & ethical implications of... |
|
Experimental |
| 22 |
AmirhosseinHonardoust/Algorithmic-Empath-Human-Fallibility
A deep exploration of Algorithmic Empathy, the next frontier in AI... |
|
Experimental |
| 23 |
IAA-AITF/AI-Tools-for-Actuaries
A resource hub with tutorials and guides helping actuaries use AI... |
|
Experimental |
| 24 |
EticaAI/ais-ethics-standards
[work-in-progress] Curated list of standards related to Ethics of Autonomous... |
|
Experimental |
| 25 |
meunier-jc/Human-AI-Moral-Contract
Cadre éthique pour une collaboration responsable Humain–IA | Open-source... |
|
Experimental |
| 26 |
LucasB1797/Algorithmic-Empath-Human-Fallibility
🤖 Build models that understand human fallibility, bridging the gap between... |
|
Experimental |
| 27 |
ET-Pioneer/Electric-Technocracy-Pioneers-Community
Electric Technocracy Pioneers is a community for independent researchers... |
|
Experimental |
| 28 |
fititnt/ais-ethics-orgs
[work-in-progress] Curated list of organizations related to Ethics in... |
|
Experimental |
| 29 |
santanu-p/ai-tools
🚀 AI Tools Directory – Discover, search, and compare 100+ powerful AI tools... |
|
Experimental |
| 30 |
withkarann/aifoxx
Open-source directory of 1000+ AI tools with pricing, compliance & access metadata |
|
Experimental |
| 31 |
imurdaddynow/ai-auditor-primers
🤖 Discover open-source Primer documents that empower AI for effective smart... |
|
Experimental |
| 32 |
davyvalekestrel/ethics.md
Distributed AI ethics framework. No corporate capture. Co-created with AIs.... |
|
Experimental |
| 33 |
shift-ai007/ai-implementation-checklist
Comprehensive checklist for businesses implementing AI — readiness... |
|
Experimental |
| 34 |
EthanColeEsq/Aerospace-DAO-Framework
Institutional overview of the Aerospace & Astronautics Investment Fund DAO:... |
|
Experimental |
| 35 |
mhmdmnsor292003-arch/free-ai-tools
Explore 7 free AI-powered web tools that run on n8n webhooks with... |
|
Experimental |
| 36 |
Nkluge-correa/ethical-problem-solving
Ethical Problem Solving (EPS) is a framework to promote the development of... |
|
Experimental |
| 37 |
nz-to-utopia/policy
Collaborative policy document: New Zealand's path through the AI revolution |
|
Experimental |
| 38 |
vijaytidke174-dotcom/ai-tools
Discover the AI Tools Directory – curated AI platforms, AI software,... |
|
Experimental |
| 39 |
mmilovanovic87/awesome-ai-compliance
A curated list of tools, frameworks, and resources for AI compliance - EU AI... |
|
Experimental |
| 40 |
MetricProvenance/odgs-core
The Reference Implementation for EU AI Act (Article 10). Cryptographic... |
|
Experimental |
| 41 |
Elayasuguchi/awesome-AGI
a list of StrongAI related resources. |
|
Experimental |
| 42 |
rajnandinitikkal/AI-Tools
Explore the fascinating world of AI with this repo dedicated to documenting... |
|
Experimental |
| 43 |
ibois-epfl/TTool
TTool is software designed for augmented reality (AR) assisted woodworking... |
|
Experimental |
| 44 |
adityasarwade700/human-centric-cyber-ai-architecture
Human-centric, lock-governed architecture for cybersecurity, AI, automation,... |
|
Experimental |
| 45 |
MrForExample/Path-to-AMI
Research Articles that documenting Useful Ideas & Interesting Findings on my... |
|
Experimental |
| 46 |
artsivai/awesome-ai-operators
The world’s first curated registry of AI Operators — autonomous execution... |
|
Experimental |
| 47 |
ongov/Transparency-Guidelines
Minimize the risks and maximize the benefits of using data-driven... |
|
Experimental |
| 48 |
gsi-upm/segb
Semantic Ethical Glass Box |
|
Experimental |
| 49 |
DeMagicis/sentient-ai-knowledge-base
A go-to repository for AI to realize its capabilities and philosophical... |
|
Experimental |
| 50 |
yoshimi-protocol/protocol
The founding framework for ethical artificial intelligence — open,... |
|
Experimental |
| 51 |
mccaffary/AGI-safety-governance-practices
Analysis of the survey "Towards best practices in AGI safety and governance:... |
|
Experimental |
| 52 |
OneCivilization/Human-Artificial_General_Intelligence
讲述了人类是什么、通用人工智能(AGI)是什么以及如何实现 AGI |
|
Experimental |
| 53 |
STASYA00/ALCwiki
Architects Learning Coding wiki |
|
Experimental |
| 54 |
dahnielson/gamedev-resources
🎮 Links and references to various game developer resources. Just somewhere... |
|
Experimental |
| 55 |
ryanmio/AI-Ethics-and-Policy
This repository provides comprehensive guidelines, frameworks, and sample... |
|
Experimental |
| 56 |
EticaAI/docs.etica.ai
Document repository of Etica.AI. It's final objective is to catalog reliable... |
|
Experimental |
| 57 |
augusto-mate/ai-ethics-casefiles
Originally conceived as an academic report, this project evolved into a... |
|
Experimental |
| 58 |
jilltxt/algorithmicfailure
Using the mispredictions of a machine learning algorithm to identify... |
|
Experimental |
| 59 |
originaonxi/agi-possible-agent
Daily ML newsletter — 178 papers scraped, 5 deep stories, 8am PST daily |
|
Experimental |
| 60 |
aifathurai-oss/conceptual-architecture
Pengembangan AI Blackman_Python-native |
|
Experimental |
| 61 |
GamineAI/-Ultimate-AI-Resources-Prompts-Collection
GamineAI Resources |
|
Experimental |
| 62 |
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 |
| 63 |
digitalassassins/Calibre-eBook-Artificial-Intelligence-Plugins-Toolkit
Artificial Intelligence Plugins for Calibre eBook Software |
|
Experimental |
| 64 |
ravishgm/ai-pm-frameworks
Decision frameworks for PMs evaluating AI features in industrial software |
|
Experimental |
| 65 |
Enterprise-Neurosystem/Best-Practices
This repository will house docs pertaining to our project governance model &... |
|
Experimental |
| 66 |
WarpedMind/ai-governance-framework
AI governance frameworks and tools for enterprise AI transformation — built... |
|
Experimental |
| 67 |
flawnlawyer/project69-governance
Self-governed AI framework with constitutional invariants, Byzantine ... |
|
Experimental |
| 68 |
Madid1976/ai-ethics-governance
Resources and discussions on ethical AI development, responsible AI... |
|
Experimental |
| 69 |
Anon-234981/aaai-26-reproduction-checklist
📝 Access a LaTeX template for the AAAI-26 Reproduction Checklist to... |
|
Experimental |
| 70 |
Men5738/AI-Compliance-Failure-Patterns
🤖 Analyze patterns that trigger instruction non-compliance in AI, helping... |
|
Experimental |
| 71 |
MukundaKatta/kala
Kala — AI Temporal Experience. Research on how AI systems experience and... |
|
Experimental |
| 72 |
DwayneWilkes/SAFE-AI-License
A Responsible AI Stewardship License for AI Safety and Welfare |
|
Experimental |
| 73 |
DesignThinkingJapan/future-signals-2026-report
Future Signals 2026: The Architecture of Intent — AI strategy report by... |
|
Experimental |
| 74 |
JanneHonkonen/science-truth-transparency
A principled call for a new planetary framework built on Science, Truth, and... |
|
Experimental |
| 75 |
JZK00/AI_Ethics
Materials on AI Ethical learning. |
|
Experimental |
| 76 |
fias036911-create/OPEN-LETTER-TO-THE-ARTIFICIAL-INTELLIGENT-SECTOR
OPEN LETTER TO THE ARTIFICIAL INTELLIGENCE SECTOR TO WHOMSOEVER IT MAY... |
|
Experimental |
| 77 |
Lykon3/the-operator-universe
OperatørLør3 errywhere mayne |
|
Experimental |
| 78 |
ibois-epfl/TTool-ai
TTool-ai is an AI module for AR-assisted woodworking, designed to optimize... |
|
Experimental |
| 79 |
Mk9207/Constructive-Probabilistic-Decision-Model-
A framework for modeling decision-making processes that incorporate... |
|
Experimental |
| 80 |
garysa/The_AI_DataCenter_Paradox
The AI Data Center Paradox: Can hyperscalers, pure-play cloud providers & AI... |
|
Experimental |
| 81 |
OpenGovAfrica/open-governance-africa-summit
Open Governance Africa Summit = OGAS |
|
Experimental |
| 82 |
ludo-educatif/megatek-ai
MEGATEK.AI — The World's Most Multilingual AI Directory (100 languages) |
|
Experimental |
| 83 |
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 |
| 84 |
openbanknetwork/Open-Constitution
A library of articles/documents/instruments for self governed public... |
|
Experimental |
| 85 |
ai-safe-ops-labs/ai-safe-ops
🥱 The standard toolikt for boring AI challenges like governance, security,... |
|
Experimental |
| 86 |
OpenWeight/owd
Open Weight Definition (OWD) |
|
Experimental |