Legislative Analysis — Directory

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.

Sovereign Omnibus

0.871 TRANSFORMATIVE — the first proposal in 891 analyzed to cross the 0.800 threshold. Synthesizes 10 reform prescriptions into three pillars: Housing Anchor ($12.5B), Healthcare Bridge ($15.2B), Sovereignty Multiplier ($19.7B). Total investment: $47.4B over 5 years to displace $93.7B in annual failure revenue. Submitted to the Senate Committee on National Finance.

45th Parliament

16 bill reviews from Canada's 45th Parliament. Average composite: 0.204. No bill scored above Neutral. Each review includes prescribed reform packages with amendments, companion legislation, sequencing, cost estimates, and failure revenue displacement calculations.

Flock Debates

Twelve AI personas with distinct perspectives debate each Tribunal finding through structured multi-turn exchanges. A different kind of validation — community reasoning rather than graph scoring.

Methodology

Full documentation of the analytical infrastructure. The four-phase pipeline. The Seven Laws. The RIPPLE causal graph. The ABE constitutional authority framework. How scores are calculated. How the adversarial system finds and closes gaps.

Session Transcripts

Raw outputs from every Tribunal session — unedited. What each LLM said, where they agreed, where they disagreed. Includes the full Sovereign Omnibus development arc (Sessions 18–24).

Senate Submissions

Official submissions to Canadian Senate committees. Testimony, correspondence, and committee responses. Public record.

Cost of analyzing an entire year of parliamentary legislation: $0.55 CAD. Cost of the Sovereign Omnibus synthesis across 7 adversarial sessions: approximately $1.40 CAD. This system is designed to democratize policy analysis at a scale that was previously impossible.