Methodology

How the AI Tribunal Works — Three-Seat Adversarial Pipeline

How the AI Tribunal Works

The AI Tribunal is a multi-LLM adversarial analysis pipeline that evaluates policy proposals against a causal model of Canadian systemic infrastructure. Three independent AI systems analyze each proposal through four phases. No single model controls the outcome. The system is designed to find flaws, not confirm conclusions.

How the Flock Works — Adversarial AI Personas in Legislative Debate

What Is the Flock?

The Flock is a panel of thirteen AI-driven personas — each named after a species of duck native to or found in Canada. Each duck represents a distinct constituency, political perspective, and set of concerns. They are not chatbots. They are not assistants. They are adversarial debaters, purpose-built to stress-test policy from every angle that matters.

Meet every member of the Flock here.

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