Transparency · public, read-only · updated nightly by the brain
The numbers behind the guarantee.
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claim support · 30-day rolling · methodology below
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claims supported at floor · 30d rolling
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median human-review turnaround
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self-improvements shipped · 30d
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changes refused by the eval gate · 30d
Eval-gate refusals · what we declined to change
The system proposes its own improvements nightly. When a proposal would weaken the guarantee, the gate refuses it — and we publish the refusal. Category and outcome only, never the internals.
No eval-gate refusals yet.
Errata ledger · public, append-only
No errata issued yet.
Judge recalls · version, cohort, outcome
No judge recalls yet.
Model pass-rates · from verification history
No model pass-rates yet.
Same numbers shown in the model picker. Aggregate learnings publish only above a 50-user cohort floor.
Methodology
How claims are decomposed, how entailment is scored, what the floor guarantees and what it does not, the golden set, and every retired judge prompt against its hash.
Read the methodology