Deep Reasoning in General Purpose Agents via Structured Meta-Cognition

arXiv:2605.11388 · cs.CL, cs.AI · Submitted 2026-05-12 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-05-12

Updated: 2026-10-21

Terminology

• Scaffold — 6× in this paper · explained in 2 episodes
• Scaffolding — 2× in this paper · explained in 3 episodes
• Adaptive Reasoning — 1× in this paper · explained in 2 episodes
• Agentic System — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Hallucination — 1× in this paper · explained in 4 episodes
• Multi-hop Reasoning — 1× in this paper · explained in 3 episodes

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