The Brain / Capabilities / Evaluation suite
PROVEWrong calls become tests
it never fails again.
WorkElate Chief, the Brain, keeps every decision it got wrong, each with the answer a competent person would have given.
A wrong call Tuesday, permanent by Thursday
The wrong interruption is captured
The Brain nudged an operations director about a slipped date on a closed project. The case is stored as it happened.
Labelled with the right answer: silence
A person writes the expected outcome. Silence is a real answer here; a suite grading only speech misses the harder half.
The mechanism changes, not the instance
Not a rule suppressing this project. What recall assembles changes, so the closed state sits in front of the judgment.
Per class, offline, fed by real failures
Accuracy per class is the honest metric
An aggregate can improve while the class you depend on degrades. Read per class, it is slower and harder to fool.
Every real wrong call becomes a case
The corpus was not written once at the start. It grows by the ways this system has actually been wrong.
Offline, with a class for overstatement
Cases run on stored context, no live systems, nothing spent, so they run often. One class catches the Brain overstating.
Three honest limits
It covers the ways it has been wrong so far.
A case labelled by a wrong opinion is a wrong test.
It grades stored context, not an estate it never saw.
Updated 15 September 2026 · WE_AINA
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