Agentic Visual Reasoning

Paradigm where VLM acts as controller generating code or tool calls to external modules for visual operations, incurring context-switching latency.

Neighborhood — ranked by edge-count

framework

ATLAS: Agentic or Latent Visual Reasoning
associated_with
Core framework proposing discrete functional tokens as a unified solution for visual reasoning in VLMs, bridging agentic and latent approaches.

concept

agentic reasoning
related_to
Reasoning approach using code or tool calls executed by an agent.

cosine ≥ 0.65 · no typed edge

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

visual reasoningconcept0.845
Visual reasoning tasks often interleaved with intermediate visual states; promising direction in the field.
Spatial Reasoningconcept0.800
The ability to reason about shapes, space, and topology, essential for ancient mathematical discoveries and observed in many animals.
One word is enough for both agentic and latent visual reasoning.claim0.799
The paper's thesis from the title.
Agentic AI Systemsconcept0.778
Higher-level systems built on top of LLMs that produce and consume representations beyond next-token prediction; proposed as potential candidates for consciousness.
diagrammatic reasoningconcept0.778
The cognitive process of understanding spatial-graphical organization as meaning-producing.
Agentic AI ontologyframework0.776
The traditional alignment framework focusing on agents optimized to pursue goals.
agentic methodsconcept0.774
Methods that use agentic reasoning; incur context-switching latency from external execution.
Visual reasoning, often interleaved with intermediate visual states, has emerged as a promising direction in the field.claim0.765
Author's interpretive assertion on the direction of the field.