Dong-wook Lee

In-Context Virtual Machine (ICVM v2.0): Thermodynamic Entropy Bounds, Closed-Loop FSD Autonomy, and Epistemic Invariants in Transformer Architectures

Autonomous agent systems powered by foundation large language models (LLMs) suffer from cumulative state drift, hallucination cascades, and thermodynamic entropy collapse across extended multi-turn execution horizons. In this work, we formalize this determinism crisis through sta...

In-Context Virtual Machine: Thermodynamic Entropy Bounds and Deterministic State Orchestration in Transformer-Based Autonomous Agents

Autonomous agents built upon large language models (LLMs) frequently suffer from state drift, cumulative hallucination, and non-deterministic divergence across multi-turn reasoning and execution horizons. In this work, we formalize this failure mode from a statistical physics and...