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Tag: Scorer Validation

Agentic Leaderboard Contamination: A Measurement-First Audit Framework

Agentic Leaderboard Contamination: A Measurement-First Audit Framework - AI Architecture & Engineering

A deep dive into the measurement-first audit framework for agentic leaderboards, addressing contamination susceptibility and scorer validation.

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Watch a real evaluation run

A 60-second tour of VideoEval scoring 10 AI-generated clips: prompt adherence, color saturation, motion ghosting, pass/fail verdicts, and the human review queue. Real demo, real numbers.

Demo batch: 10 clips, 3 passed, 7 failed, 7 flagged for human review, 8.7s average per clip.