Deep Reasoning in General Purpose Agents via Structured Meta-Cognition.

arXiv:2605.11388v3 Announce Type: replace-cross Abstract: Humans intuitively solve complex problems by flexibly shifting among reasoning modes: they plan, execute, revise intermediate goals, resolve ambiguity through associative judgment, and apply formal proc