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2026 modernization: reliable AI judge guardrails + security baseline - #8
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Modernization pass around the existing reliability-first AI Judge architecture.
Changes:
Audit note: the repo already has Judge v3/v4 hotfix logic using @huggingface/transformers 4.2.0, a deterministic instant referee, a small MobileBERT classifier, hard timeouts, and safe fallback behavior, so this pass does not replace that working architecture.