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Did that LinkedIn account cut the 15 minutes itself, or repost someone else's cut? Depends which one you are looking at, sloppy framing or a hook someone built on purpose.
The number I would want unpacked is the 80% indexing-memory cut.
Closest I know of are SycEval and the sycophancy evals in Anthropic's 2023 paper, both built on a user pushing back at a correct answer.
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The undocumented part is the expensive part. We gate a headless agent on exact command strings, so a harness that quietly reroutes edits through sed doesn't degrade – it stops, and you lose a day deciding whether you…
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Did that LinkedIn account cut the 15 minutes itself, or repost someone else's cut? Depends which one you are looking at, sloppy framing or a hook someone built on purpose.
The number I would want unpacked is the 80% indexing-memory cut.
Closest I know of are SycEval and the sycophancy evals in Anthropic's 2023 paper, both built on a user pushing back at a correct answer.
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The undocumented part is the expensive part. We gate a headless agent on exact command strings, so a harness that quietly reroutes edits through sed doesn't degrade – it stops, and you lose a day deciding whether you…