community
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leiden_hybrid_concepts
label: sonnet
community:leiden_hybrid_concepts-run2-c61Functional token unified reasoning
Single discrete word bridging agentic and latent visual reasoning in ATLAS framework
3 members. Each node is clickable.
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Drawn from 1 source
The papers/notes whose extracted claims & findings make up this cluster.
- guo-atlas-2026.md3 members
Bridges (2)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Claims (3)
- ATLAS combines the strengths of agentic and latent reasoning by using a single discrete word (functional token) that serves both roles.Core claim of the paper: a unified token bridges the gaps.
- One word is enough for both agentic and latent visual reasoning.The paper's thesis from the title.
- Recent alternatives include agentic reasoning through code or tool calls, and latent reasoning with learnable hidden embeddings.Statement of existing alternatives to direct generation.