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36 changes: 18 additions & 18 deletions README.md
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Expand Up @@ -18,24 +18,24 @@ weakened.

## Does it work?

Two data points, not one.

**A benchmark, adversarially:** run against
[TactBench](https://github.com/max-friedman/tactbench), whose README claimed
immunity to a specific failure mode, unmeasured. Round 1's job was to build a
probe for exactly that failure, and it scored **93.5% against a 50% floor** —
the claim had been false since the first commit, caught by the process rather
than avoided by it. Full account, round by round:
[`docs/CASE_STUDY.md`](docs/CASE_STUDY.md).

**A production app, at scale:** an informal predecessor of this protocol ran
independently for **120+ rounds** on a live consumer app, before that project
adopted the released version of this one — real shipped fixes, real security
hardening, and the actual source of
[proposal #003](proposals/003-roast-findings-need-verification.md): the
ground-truth verification step in `§E` exists because that app's real history
kept surfacing complaints that cited something genuinely observed and still
weren't real bugs — misdiagnosed causes and test-environment noise alike.
**Yes — two data points, both real:**

- **It caught a false claim a benchmark had shipped since its first commit.**
[TactBench](https://github.com/max-friedman/tactbench)'s README claimed
immunity to a specific failure mode — never actually measured. Round 1's
assignment was to build a probe for exactly that failure. It scored **93.5%
against a 50% floor**: the claim was false, and this process is what caught
it, not a human auditing the repo. Full account, round by round:
[`docs/CASE_STUDY.md`](docs/CASE_STUDY.md).

- **It holds up at real scale, not just on a benchmark.** An informal
predecessor of this protocol ran independently for **120+ rounds** on a live
consumer app — real shipped fixes, real security hardening — before that
project adopted this repo's released version. Its history is the actual
source of [proposal #003](proposals/003-roast-findings-need-verification.md),
already merged: the ground-truth verification step in `§E` exists because of
real complaints that history kept surfacing — genuinely observed, still not
bugs — that a naive check would have missed.

## Using it

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