ended4월 3일· 1 sources
Why AI Can't Give the Same Answer Twice—And How to Fix It
프롬프트는 같은데 답이 다르다...AI의 근본적 문제, 검증으로 해결하다
Why it matters
AI models exhibit inherent non-determinism: the same prompt produces materially different outputs across sessions without any warning flags. This context drift—where the model fills information gaps differently depending on session conditions—cannot be solved with better prompts alone. Verification systems that fingerprint failure patterns make output inconsistency auditable and fixable.
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AI verificationNon-deterministic inferenceOutput driftgem2_truth_filterContext drift