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...

62
Established
2 EthicalML/awesome-artificial-intelligence-regulation

This repository aims to map the ecosystem of artificial intelligence...

58
Established
3 IBM/ai-privacy-toolkit

A toolkit for tools and techniques related to the privacy and compliance of...

51
Established
4 very-good-science/data-ethics-club

A reading list and fortnightly discussion group designed to provoke...

46
Emerging
5 freeman42x/awesome-artificial-general-intelligence

Resources about Artificial General Intelligence

40
Emerging
6 Frederick-Stalnecker/THEOS

THEOS: Runtime Governance Framework for AI Safety | Validated on Claude...

37
Emerging
7 quantumscience/books

Information Theory, Theoretical Physics, Data Science and Engineering,...

34
Emerging
8 aakashg/awesome-ai-pm

A curated guide to AI product management: frameworks, tools, skills, career...

34
Emerging
9 cristianexer/ai-architecture

Welcome to the AI Architect Handbook - your definitive guide to mastering...

33
Emerging
10 snkii/awesome-spoken-dialogue-systems

Awesome Spoken Dialogue Systems

32
Emerging
11 bcgov/architect-for-bcgov

This repository contains architectural guidance docs created by Enterprise...

32
Emerging
12 atlas-bear/osint-ai-guide

Comprehensive guide to AI applications in OSINT workflows and intelligence analysis

31
Emerging
13 newamericafoundation/GovSCH

GovSCH is an Open-Source Schema for Authoring Cybersecurity & AI Governance Documents

30
Emerging
14 freeai-manifesto/manifesto

The FreeAI Manifesto

30
Emerging
15 ostis-ai/ostis-standard

Standard of Open Semantic Technology for designing Intelligent Systems

30
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

29
Experimental
17 AI-TOOLKIT/AI-TOOLKIT-PRO

Artificial Intelligence (AI) Software Toolkit

29
Experimental
18 iAnonymous3000/ai-privacy-guide

A comprehensive guide to using AI technologies safely while protecting your...

28
Experimental
19 CScorza/OSINT-IA

L'I.A. a supporto dell'OSINT

28
Experimental
20 morganrcu/awesome-eu-ai-act

A curated list of tools, frameworks, standards, and resources for EU AI Act...

28
Experimental
21 EticaAI/forum

Etica.AI is concerned about long-term social & ethical implications of...

27
Experimental
22 AmirhosseinHonardoust/Algorithmic-Empath-Human-Fallibility

A deep exploration of Algorithmic Empathy, the next frontier in AI...

26
Experimental
23 IAA-AITF/AI-Tools-for-Actuaries

A resource hub with tutorials and guides helping actuaries use AI...

25
Experimental
24 EticaAI/ais-ethics-standards

[work-in-progress] Curated list of standards related to Ethics of Autonomous...

25
Experimental
25 meunier-jc/Human-AI-Moral-Contract

Cadre éthique pour une collaboration responsable Humain–IA | Open-source...

24
Experimental
26 LucasB1797/Algorithmic-Empath-Human-Fallibility

🤖 Build models that understand human fallibility, bridging the gap between...

24
Experimental
27 ET-Pioneer/Electric-Technocracy-Pioneers-Community

Electric Technocracy Pioneers is a community for independent researchers...

24
Experimental
28 fititnt/ais-ethics-orgs

[work-in-progress] Curated list of organizations related to Ethics in...

24
Experimental
29 santanu-p/ai-tools

🚀 AI Tools Directory – Discover, search, and compare 100+ powerful AI tools...

24
Experimental
30 withkarann/aifoxx

Open-source directory of 1000+ AI tools with pricing, compliance & access metadata

24
Experimental
31 imurdaddynow/ai-auditor-primers

🤖 Discover open-source Primer documents that empower AI for effective smart...

23
Experimental
32 davyvalekestrel/ethics.md

Distributed AI ethics framework. No corporate capture. Co-created with AIs....

23
Experimental
33 shift-ai007/ai-implementation-checklist

Comprehensive checklist for businesses implementing AI — readiness...

22
Experimental
34 EthanColeEsq/Aerospace-DAO-Framework

Institutional overview of the Aerospace & Astronautics Investment Fund DAO:...

22
Experimental
35 mhmdmnsor292003-arch/free-ai-tools

Explore 7 free AI-powered web tools that run on n8n webhooks with...

22
Experimental
36 Nkluge-correa/ethical-problem-solving

Ethical Problem Solving (EPS) is a framework to promote the development of...

22
Experimental
37 nz-to-utopia/policy

Collaborative policy document: New Zealand's path through the AI revolution

22
Experimental
38 vijaytidke174-dotcom/ai-tools

Discover the AI Tools Directory – curated AI platforms, AI software,...

22
Experimental
39 mmilovanovic87/awesome-ai-compliance

A curated list of tools, frameworks, and resources for AI compliance - EU AI...

22
Experimental
40 MetricProvenance/odgs-core

The Reference Implementation for EU AI Act (Article 10). Cryptographic...

21
Experimental
41 Elayasuguchi/awesome-AGI

a list of StrongAI related resources.

21
Experimental
42 rajnandinitikkal/AI-Tools

Explore the fascinating world of AI with this repo dedicated to documenting...

21
Experimental
43 ibois-epfl/TTool

TTool is software designed for augmented reality (AR) assisted woodworking...

21
Experimental
44 adityasarwade700/human-centric-cyber-ai-architecture

Human-centric, lock-governed architecture for cybersecurity, AI, automation,...

20
Experimental
45 MrForExample/Path-to-AMI

Research Articles that documenting Useful Ideas & Interesting Findings on my...

20
Experimental
46 artsivai/awesome-ai-operators

The world’s first curated registry of AI Operators — autonomous execution...

20
Experimental
47 ongov/Transparency-Guidelines

Minimize the risks and maximize the benefits of using data-driven...

20
Experimental
48 gsi-upm/segb

Semantic Ethical Glass Box

20
Experimental
49 DeMagicis/sentient-ai-knowledge-base

A go-to repository for AI to realize its capabilities and philosophical...

19
Experimental
50 yoshimi-protocol/protocol

The founding framework for ethical artificial intelligence — open,...

19
Experimental
51 mccaffary/AGI-safety-governance-practices

Analysis of the survey "Towards best practices in AGI safety and governance:...

18
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

18
Experimental
53 STASYA00/ALCwiki

Architects Learning Coding wiki

18
Experimental
54 dahnielson/gamedev-resources

🎮 Links and references to various game developer resources. Just somewhere...

17
Experimental
55 ryanmio/AI-Ethics-and-Policy

This repository provides comprehensive guidelines, frameworks, and sample...

16
Experimental
56 EticaAI/docs.etica.ai

Document repository of Etica.AI. It's final objective is to catalog reliable...

16
Experimental
57 augusto-mate/ai-ethics-casefiles

Originally conceived as an academic report, this project evolved into a...

16
Experimental
58 jilltxt/algorithmicfailure

Using the mispredictions of a machine learning algorithm to identify...

16
Experimental
59 originaonxi/agi-possible-agent

Daily ML newsletter — 178 papers scraped, 5 deep stories, 8am PST daily

15
Experimental
60 aifathurai-oss/conceptual-architecture

Pengembangan AI Blackman_Python-native

15
Experimental
61 GamineAI/-Ultimate-AI-Resources-Prompts-Collection

GamineAI Resources

15
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...

15
Experimental
63 digitalassassins/Calibre-eBook-Artificial-Intelligence-Plugins-Toolkit

Artificial Intelligence Plugins for Calibre eBook Software

14
Experimental
64 ravishgm/ai-pm-frameworks

Decision frameworks for PMs evaluating AI features in industrial software

14
Experimental
65 Enterprise-Neurosystem/Best-Practices

This repository will house docs pertaining to our project governance model &...

14
Experimental
66 WarpedMind/ai-governance-framework

AI governance frameworks and tools for enterprise AI transformation — built...

14
Experimental
67 flawnlawyer/project69-governance

Self-governed AI framework with constitutional invariants, Byzantine ...

14
Experimental
68 Madid1976/ai-ethics-governance

Resources and discussions on ethical AI development, responsible AI...

14
Experimental
69 Anon-234981/aaai-26-reproduction-checklist

📝 Access a LaTeX template for the AAAI-26 Reproduction Checklist to...

14
Experimental
70 Men5738/AI-Compliance-Failure-Patterns

🤖 Analyze patterns that trigger instruction non-compliance in AI, helping...

14
Experimental
71 MukundaKatta/kala

Kala — AI Temporal Experience. Research on how AI systems experience and...

14
Experimental
72 DwayneWilkes/SAFE-AI-License

A Responsible AI Stewardship License for AI Safety and Welfare

13
Experimental
73 DesignThinkingJapan/future-signals-2026-report

Future Signals 2026: The Architecture of Intent — AI strategy report by...

13
Experimental
74 JanneHonkonen/science-truth-transparency

A principled call for a new planetary framework built on Science, Truth, and...

13
Experimental
75 JZK00/AI_Ethics

Materials on AI Ethical learning.

13
Experimental
76 fias036911-create/OPEN-LETTER-TO-THE-ARTIFICIAL-INTELLIGENT-SECTOR

OPEN LETTER TO THE ARTIFICIAL INTELLIGENCE SECTOR TO WHOMSOEVER IT MAY...

12
Experimental
77 Lykon3/the-operator-universe

OperatørLør3 errywhere mayne

12
Experimental
78 ibois-epfl/TTool-ai

TTool-ai is an AI module for AR-assisted woodworking, designed to optimize...

12
Experimental
79 Mk9207/Constructive-Probabilistic-Decision-Model-

A framework for modeling decision-making processes that incorporate...

11
Experimental
80 garysa/The_AI_DataCenter_Paradox

The AI Data Center Paradox: Can hyperscalers, pure-play cloud providers & AI...

11
Experimental
81 OpenGovAfrica/open-governance-africa-summit

Open Governance Africa Summit = OGAS

11
Experimental
82 ludo-educatif/megatek-ai

MEGATEK.AI — The World's Most Multilingual AI Directory (100 languages)

11
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...

11
Experimental
84 openbanknetwork/Open-Constitution

A library of articles/documents/instruments for self governed public...

11
Experimental
85 ai-safe-ops-labs/ai-safe-ops

🥱 The standard toolikt for boring AI challenges like governance, security,...

10
Experimental
86 OpenWeight/owd

Open Weight Definition (OWD)

10
Experimental