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catarina_eng
searching PlanetScale…
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Show HN: Aelitium – Git-style verification for LLM outputs
(aelitium.com)
1 points
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catarina_eng
8mo ago
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0 comments
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catarina_eng
8mo ago
Fair point — "accountability" implies enforcement mechanisms that aren't here. More accurate: tamper-evident logging. You capture a request/response pair with a hash. Later you can verify the pair hasn't changed. Wh
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catarina_eng
8mo ago
Same prompt. Same code. Different output weeks later. Was it the model or my code? Built a small tool to answer this: python examples/model_drift_detector.py If the provider changed behavior between runs: STATUS=CHANGED rc=2
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Show HN: Detect when an LLM silently changes behavior for the same prompt
(github.com)
1 points
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catarina_eng
8mo ago
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4 comments
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Ask HN: What makes AI agent runtime logs defensible under adversarial audit?
1 points
by
catarina_eng
9mo ago
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1 comments