AI Transparency

An open, transparent alternative to opaque AI systems — built on the principle that bias is reduced by making every assumption legible, forkable, challengeable, and reversible.

Open Embeddings Schema

Open schema with signed provenance and verifiable retrieval for a public semantic commons

Protocol for Open AI System

The Transparent Semantic Commons protocol — governance, anti-capture, and community bootstrapping