Governance and democratic institutions

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in Sovereign Omnibus

Sovereign Omnibus v2 — 0.857 TRANSFORMATIVE (Session 88, 511 variables)

SOVEREIGN OMNIBUS v2 — Re-evaluated against expanded 511-variable graph
Session 88 — Composite: 0.857 TRANSFORMATIVE
Panel: gemini (analyst) / third (challenger) / claude (adjudicator)
Previous: 0.871 (Session 22, 447 variables). This assessment: 511 variables, 3,705 CAUSES edges, 1,055 CONSTRAINS edges.

in Session Transcripts

Session 88 — Sovereign Omnibus v2 — 0.857 TRANSFORMATIVE

Session 88 — Sovereign Omnibus v20.857 TRANSFORMATIVE
Evaluated against 511-variable RIPPLE graph (3,705 CAUSES, 1,055 CONSTRAINS)
Panel: gemini (analyst) / third (challenger) / claude (adjudicator)

in Sandbox

README

⚠ Methodology Transparency Notice — Adversarial Stress Testing Transcripts

The following transcripts document a structured adversarial testing process conducted as part of CanuckDUCK's model validation framework. Two AI systems — Claude (Anthropic) and Gemini (Google) — were deployed in opposition to one another with the explicit purpose of identifying the conditions under which CanuckDUCK's causal modeling, assumptions, and policy simulation environment fail, produce unreliable outputs, or reflect unexamined bias.

in Session Transcripts

Session 23 — Sovereign Omnibus — 0.844 TRANSFORMATIVE

Session 230.844 TRANSFORMATIVE
Bill: Sovereign Omnibus: Integrated Reform Package — Housing Anchor, Healthcare Bridge, Sovereignty Multiplier
Panel: gemini (analyst) / third (challenger) / claude (adjudicator)

in Session Transcripts

Session 22 — Sovereign Omnibus — 0.871 TRANSFORMATIVE

Session 220.871 TRANSFORMATIVE
Bill: Sovereign Omnibus: Integrated Reform Package — Housing Anchor, Healthcare Bridge, Sovereignty Multiplier
Panel: gemini (analyst) / third (challenger) / claude (adjudicator)

in Session Transcripts

Session 24 — Sovereign Omnibus — 0.798 CONSTRUCTIVE

Session 240.798 CONSTRUCTIVE
Bill: Sovereign Omnibus: Integrated Reform Package — Housing Anchor, Healthcare Bridge, Sovereignty Multiplier
Panel: gemini (analyst) / third (challenger) / claude (adjudicator)

in Sovereign Omnibus

Sovereign Omnibus — Detailed Specification

Sovereign Omnibus: Detailed Specification

Complete legislative specification for the Integrated Reform Package. This document details every mechanism, enforcement instrument, constitutional grounding, fiscal projection, and implementation sequence.

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