ai-trust

Trust Identity Protocol (TIP) Specification v5.0. The open, post-quantum, federated standard for verified human identity and AI content provenance on the internet. Whitepaper at theailab.org/whitepaper, DOI 10.5281/zenodo.20722378.

Community-driven behavioral reliability benchmark for LLMs. 231 probes across 19 modules, deterministic scoring, perplexity correlation, layer sensitivity mapping, quant method capture, hardware-stratified community rankings. Every test contributes to the community dataset.

FDE Consultants Protocoles — open-source Forward Deployed Engineer + DeepSCR protocol: turn any coding agent (Claude Code, Codex, Cursor) into a certifying engineer with verifiable AI Assurance Scores, MCP tools, and a public trust registry. Apache-2.0.

Proof of Agent Work (PoAW): an open protocol and self-hostable node that verifies what AI agents claim they did and issues signed, publicly checkable receipts.

W3C DID Method Specification for TRAIL — Trust Registry for AI Identity Layer

Progmune-AI Trust Decision Engine — verify AI-generated code before it reaches production 让 AI 生成的代码可信任、可审计、可投产

Open-source governance and compliance framework for AI agents — cross-provider policy enforcement, audit trails, and standards mapping across OWASP MCP Top 10, NIST AI RMF, and EU AI Act

QED Proof MCP server (@qed-proof/mcp): let Claude, Cursor or any MCP client verify an AI agent's claimed work and check signed receipts offline.

QED Proof Python SDK (pip install qed-proof): submit an AI agent's claimed work, get an independently verified verdict, and verify the signed receipt offline.

ACR Control Plane: runtime control & governance for agentic AI (six-pillar enforcement).

Documentation for QED Proof: verify AI agents' claimed work and get signed, offline-checkable receipts. Source of docs.qedproof.site (Mintlify).

QED Proof TypeScript SDK and CLI (@qed-proof/sdk, @qed-proof/cli): verify AI agents' claimed work and check signed receipts offline from Node.js.

AAPP: Flight Recorder for AI Agent Tool Actions. Prove what an AI agent was allowed to do, what tool it requested, what policy decided, and whether the evidence was changed later.

IdeaLift MCP Server - Decision intelligence for AI assistants. Captures product feedback, tracks decisions, and manages your backlog via Model Context Protocol.

Companion implementation for the AI Trust essay series — practice bundles, projection, MCP server, autonomic loop, and the Calendar Stewardship worked example.

FM-agnostic AI Trust & Safety scanner — multi-provider grounded claim verification (Apache-2.0 CLI + optional hosted tier)

0n1x — Proof of Agent Execution. The neutral, signed trust layer for AI agents: verify before you pay, signed facts not judgments. The Carfax for AI agents.

Aether by SF2X — AI trust verification layer. 3-model tribunal that catches LLM hallucinations. 91/100, AUC 1.0. Chrome extension, API, GitHub Action, and public playground.

👽 An Alien Mind — The Epistemic Operating System for the AI Age. Open-source epistemic layer between humans and AI: Cognitive Firewall, multidimensional Trust Profile, five-agent Alien Council, Thought DNA provenance, behavioral fingerprints, and Monte Carlo simulation. Not a chatbot. Not a guardrail. Not a lie detector.

Trust layer for AI-driven systems. Protocol and reference implementation for creating, linking, verifying, and replaying immutable event chains. (Frozen Core v1.0 Baseline)