ai-trust

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.

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.

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.

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

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

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.

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.

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

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

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

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.

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

The Integrity Framework Directory — public directory of products evaluated against the Startvest Integrity Framework v1.0. Lives at theintegrityframework.org

The CLI for The Integrity Framework. Run the v1.0 assertion suite against any repo, browse and submit listings to the Integrity Framework Directory. Pure ESM, zero runtime dependencies.

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Frameworks and thinking for CTOs navigating AI governance, trust, and responsible deployment. Based on real adoption decisions.