docs: add deterministic-vs-probabilistic positioning to README and llms.txt#58
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docs: add deterministic-vs-probabilistic positioning to README and llms.txt#58evemcgivern wants to merge 1 commit into
evemcgivern wants to merge 1 commit into
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…ms.txt Folds the "inference is probabilistic, the gate shouldn't be" framing into the README "Why This Matters" section and the site llms.txt "How it works" section. Sharpens the contrast with LLM-as-judge guardrails; positions the ML classifier as an optional layer, not the decision boundary. Relates to #57 (allowlist action gate makes the deterministic-execution claim literally true). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Summary
site/llms.txtHow it works.Code Review
Prose-only change (two markdown/text files, no source). Reviewed for factual accuracy against the shipped product: regex-first two-pass detection, sub-millisecond scans, and optional async ML are all already true and documented. No overclaim introduced. No build required.
Test plan
Relates to #57.
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