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

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation with MCP server integration.

AGENTIK.md — The AI Agent Safety Stack. 12 open specifications for AI agent safety, quality, and accountability.

The open, vendor-neutral format for authoritative domain data consumed by AI systems, search, and other automated agents

Declarative specification for AI agents to publish identity, capabilities and operational boundaries before interaction.

Web Agent Interface, a domain standard json file to expose public information and endpoint to AI Agents

Independent AI governance and control standard

A lightweight standard for measuring structural coherence in AI systems.

A memorable standard for Human-AI attribution

Model Context Protocol specification and documentation - standard for AI assistant integrations

Metronisys Certification for commercial use

Canonical AI governance standards library and terminology registry for Behavioral AI Governance and Execution-Time Governance systems, maintained by Hollow House Institute. DOI: 10.5281/zenodo.18615600