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Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability
The paper proposes statistical consistency metrics for AI agents that reveal strategy breakdowns hidden by standard pass rates, isolating architectural reliability flaws.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5