The first 120 floor rows carried one sentence shape, because the generator
varies a topic and ambiguity is not a topic. Rotating six shapes takes the
floor 3/7 to 6/7 and the destination mean 75.8% to 80.8%.
Calendar stays 3/6 at every seed. The possessive agenda rules claim those
cases at stage 0 and name nothing, so no label reaches the head.
Also corrects the floor-case count in three files: five of the seven are
homelab, not six.
Step 3 of the routing-heads plan. Intent and destination share one masked mean
pool on e5-small. Destination scores 26/33 against 12/33 for the classifier
cascade and 24/33 for the cascade with gemma-4-12b, which is the teacher these
labels were distilled from. Recall goes 0/15 to 15/15.
Two heads, not four, and both cuts are label problems rather than GPU time.
Mood describes her own reply state and no dataset maps onto it. BIO slot tags
have no Maven-domain corpus.
The MASSIVE warm-start from step 2 is worth nothing here either. Stock ties it
on intent and leads by a third of a case on destination.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_013ptwopxyo3Z2kwFckHkLvN
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