concept
active
concept:agentic-reasoning

agentic reasoning

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

Neighborhood — ranked by edge-count

Concepts (3)

concept
  • Paradigm where VLM acts as controller generating code or tool calls to external modules for visual operations, incurring context-switching latency.
  • agentic methods
    associated_with
    Methods that use agentic reasoning; incur context-switching latency from external execution.
  • code or tool calls
    associated_with
    The mechanism within agentic reasoning where an agent executes code or external tools.

Related by similarity (8)

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.

  • Agentic AI Systemsconcept0.817
    Higher-level systems built on top of LLMs that produce and consume representations beyond next-token prediction; proposed as potential candidates for consciousness.
  • Agentic AI ontologyframework0.802
    The traditional alignment framework focusing on agents optimized to pursue goals.
  • Spatial Reasoningconcept0.774
    The ability to reason about shapes, space, and topology, essential for ancient mathematical discoveries and observed in many animals.
  • High-level cognitive ability to plan and act under uncertainty and adversarial conditions.
  • Agential Materialconcept0.771
    The view that biological substrates have intrinsic competencies, computational abilities, and homeodynamic setpoints, not merely passive matter.
  • The paper's inference framework that reformulates multi-turn tool-calling as single-turn contextual QA for Qwen models and implements context memory management.
  • The cognitive process of understanding spatial-graphical organization as meaning-producing.
  • Core framework proposing discrete functional tokens as a unified solution for visual reasoning in VLMs, bridging agentic and latent approaches.