The Judge Reads Tokens: An Adversarial Evaluation of an Eval Toolkit's Own Scorers
The Judge Reads Tokens: An Adversarial Evaluation of an Eval Toolkit's Own Scorers Abstract. Every project in this portfolio got an adversarial eval suite; this one is the eval toolkit itself, so the system under attack is the scoring pipeline — the mock LLM judge and the deterministic scorers ( co…
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- 2026-11-07 05:15 · DEV Community — Machine Learning
The Judge Reads Tokens: An Adversarial Evaluation of an Eval Toolkit's Own Scorers