Introducing QWED: The Deterministic Verification Protocol for AI
· 2 min read
Today, we're open-sourcing QWED — a protocol that brings mathematical certainty to AI outputs.
The Problem
LLMs are incredible at understanding natural language. But they're terrible at math. They hallucinate facts. They generate unsafe code.
The industry's solution? Train them more. Fine-tune with RLHF. Add guardrails.
We took a different approach.