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cs.AI2026
Bridging Symbolic Control and Neural Reasoning in LLM Agents -- The Structured Cognitive Loop
Myung Ho Kim
Large language model agents suffer from architectural fragilities such as entangled reasoning and execution, memory volatility, and uncontrolled action sequences. We introduce Stru…
cs.AI2026
Structured Cognitive Loop for Behavioral Intelligence in Large Language Model Agents (Extended Revision: From Behavioral Architecture to Epistemic Accountability)
Myung Ho Kim
The central challenge for AI agents is not only performance but accountability. Agents that act through opaque prompt sequences may produce correct outputs, but they provide little…