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AI Security

The baseline was public before the result existed

What's this about?

The methodological point AISLE is right to press. Stenberg published the frontier systems' zero-result on August 24, publicly and timestamped, before AISLE ran anything. So this is not a vendor choosing a favourable comparison after the fact — the number they were measured against was already on the record and set by someone else.

Why is that rare enough to be worth a paragraph?

Because almost every AI capability comparison is retrospective and self-selected. A vendor runs both systems, picks the tasks, and publishes. Here the baseline was established by a third party with no stake, in public, in advance; the target was production code rather than a benchmark with answers that might be in training data; and the adjudication was done by curl's maintainers, who decided both whether each finding was real and whether it deserved a CVE. Those three properties together are close to the strongest external validation available for a zero-day discovery claim.

Why does this matter to you?

  1. It is a template for how to evaluate a security tool honestly, and it costs nothing to copy.
  2. "The maintainers decided, not us" is the part that makes the six findings mean something.
  3. It also means the zero-result stands: two frontier security products genuinely found nothing here.
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