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Benchmark Dashboard

AI Integrity Benchmark

Track model value entropy and judgment consistency through data that can be inspected, compared, and reviewed in public

What is measured

Compare value entropy, golden cases, and PRISM analysis to inspect stability in the judgment path across models.

Why it matters

Value consistency, Authority Stack patterns, and signs of authority pollution help identify deployment risk earlier than output review alone.

Where it flows

The dashboard serves as the evidence base for public reports, RFC agendas, partner briefings, and follow-on audits.