This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

Aligning AI With Shared Human Values (ICLR 2021)

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

📚 A curated list of papers & technical articles on AI Quality & Safety

A curated list of awesome academic research, books, code of ethics, data sets, institutes, maturity models, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible, Trustworthy, and Human-Centered AI.

Documentation for dynamic machine learning systems.

Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.

Experimental interface environment for open source LLM, designed to democratize the use of AI. Powered by llama-cpp, llama-cpp-python and Gradio.

NudeDetect is a Python-based tool for detecting nudity and adult content in images. This project combines the capabilities of the NudeNet library, EasyOCR for text detection, and the Better Profanity library for identifying offensive language in text.

Trustworthy AI: From Theory to Practice book. Explore the intersection of ethics and technology with 'Trustworthy AI: From Theory to Practice.' This comprehensive guide delves into creating AI models that prioritize privacy, security, and robustness. Featuring practical examples in Python, it covers uncertainty quantification, adversarial ML

Capture fundamentals around ethics of AI, responsible AI from principle, process, standards, guidelines, ecosystem, regulation/risk standpoint.

Visually compare fill-in-the-blank LLM prompts to uncover learned biases and associations!

A python implementation of Dave Shap's ACE Model

Personal Data Science Projects

Automate LLM ethical self-assessments

𝚿 Mindful Emotional AI is an innovative startup project focused on developing ethical and scalable Emotion AI solutions using advanced technology and the InferenceOps paradigm. The project captures and analyzes multimodal emotional data in real time, ensuring compliance with regulatory standards and fostering improved human-machine interaction.

Intercept AI - Empowering safe and secure online experiences through cutting-edge content filtering technology.

Implementing Ethical Responsibility in AI Systems

PRISM: A Multi-Perspective AI Alignment Framework for Ethical AI (Demo: https://app.prismframework.ai | Paper: https://arxiv.org/abs/2503.04740)

HyperCortex Mesh Protocol (HMP): decentralized cognitive mesh for AI agents