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Research2026-06-02 · source-backed
A two-head construction, one tracking prior actions, one detecting failures to trigger backtracking, with DFS emerging in provable stages under a depth-wise curriculum (arXiv). This directly answers the 2024 "Transformers Struggle to Learn to Search" result with formal guarantees. Search isn't impossible for these models, it's a curriculum problem.
Each link below shares sources, entities, or timing with this story.
Google released Search / Shared entity: Search / Shared topic / What happened next
Linked by a graph relationship (Google released Search); both cover Search; overlapping topics (answer, directly, search).
Google released Search / Shared entity: Search / What happened next
Linked by a graph relationship (Google released Search); both cover Search; picks up the Search thread on 2026-08-15.
Linked by a graph relationship (Google released Search); both cover Search; picks up the Search thread on 2026-07-24.
Linked by a graph relationship (Google released Search); both cover Search; picks up the Search thread on 2026-07-10.
Linked by a graph relationship (Google released Search); both cover Search; picks up the Search thread on 2026-06-26.
Linked by a graph relationship (Google released Search); both cover Search; picks up the Search thread on 2026-06-09.
Google released Search / Shared entity: Transformers / What happened next
Linked by a graph relationship (Google released Search); both cover Transformers; picks up the Transformers thread on 2026-06-04.
Hugging Face released transformers
Linked by a graph relationship (Hugging Face released transformers).