Analysis by synthesis: naming an unseen combo

The model only ever trained on single primitives. Can it name a depth-2 combo it has never seen?

Unknown trajectory

?

0 new parameters — same 4 primitives, same 2048 weights

12 candidates — each replayed from frame 0 with the learned primitives

true trajectory candidate replay

Rollout error, sorted

All 12 candidates are built from the same 4 primitives the model already had. Identifying the combo costs nothing extra in capacity — it's a search, not a new fit.