Legislative Analysis

Adversarial multi-LLM analysis of Canadian federal legislation, submitted as official testimony to the Standing Senate Committee on National Finance.

Three independent AI systems — Claude (Anthropic), Gemini (Google), and qwen3:8b (local open-source) — evaluate each bill through a four-phase pipeline: analyst assessment, adversarial challenge, blind adjudication, and public synthesis. Every session is scored against a 407-variable causal graph encoding the Seven Laws of Systemic Rot. Every transcript is published. Nothing is hidden.