One word is enough for both agentic and latent visual reasoning.

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• One word is enough for both agentic operation and latent reasoning unitconcept0.898
  Core idea of ATLAS: a single discrete token serves dual purpose of operation specification and latent reasoning.
• ATLAS: Agentic or Latent Visual Reasoningframework0.807
  Core framework proposing discrete functional tokens as a unified solution for visual reasoning in VLMs, bridging agentic and latent approaches.
• Agentic Visual Reasoningconcept0.799
  Paradigm where VLM acts as controller generating code or tool calls to external modules for visual operations, incurring context-switching latency.
• ATLAS combines the strengths of agentic and latent reasoning by using a single discrete word (functional token) that serves both roles.claim0.798
  Core claim of the paper: a unified token bridges the gaps.
• Recent alternatives include agentic reasoning through code or tool calls, and latent reasoning with learnable hidden embeddings.claim0.795
  Statement of existing alternatives to direct generation.
• latent reasoningconcept0.778
  Reasoning approach using learnable hidden embeddings.
• Visual reasoning, often interleaved with intermediate visual states, has emerged as a promising direction in the field.claim0.772
  Author's interpretive assertion on the direction of the field.
• Verbal reports, homology, and phylogenetic provenance are insufficient to determine sentience in unconventional agents.claim0.767
  Core claim: Turing test and brain homology fail for synthetic, AI, and radically non-human agents; new frameworks required.