The gallery gemma chose from was the union of the tracklet members' cosine
shortlists. Cosine cannot separate people on this data, so a metric that
cannot tell two men apart decided who gemma was allowed to consider, and the
right character was often not on the list.
The gallery is now the live cast: gender-compatible rows from
get_known_characters, named first, capped, re-read per tracklet so a minted
character is visible to later ones. Every crop reaches the resolver now,
including one whose cosine top-k was empty; those used to be dropped.
worker_vision spreads reference images across a budget instead of sending 3
per candidate, so a 9-character cast costs 9 images and not 27.
Ran on a GPU, 19:44-19:52 UTC. The lead's assignments drop from 36 to 16 and
14 of the 16 are him; the other two are art inside a panel.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
kami
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