claude 3024f76e5f A fourth head asks instead of guessing (V-661)
Clarify is not a value of intent. It is a second question over the same
pooled vector: can Maven act on this at all. The eight want_clarify fixture
cases sat outside every number the heads measured, because a softmax has no
clarify class.

gen_clarify.py makes the class the corpus lacks. Every existing row was
generated FOR an intent, so every one is answerable. The router-prompt
agreement filter cannot work here, because routeGrammar has no clarify value
and a generated line always agrees with itself. A judge replaces it.

The first judge called 24 of 40 answerable rows underspecified. It judged
against a generic assistant, one that asks where about lunch. Restating
Maven's contract took that to 16 of 60, with all eight fixture cases caught.

Three seeds: 7.0 of 8 caught, 2.3 false of 88. The cascade today misses 1 and
produces 2. Confidence separates too, 0.851 right against 0.604 wrong.
2026-08-08 20:59:21 +04:00
2026-07-03 00:32:48 +02:00
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