AI Agents

Mythos(神話)

The Marxist in the Docker Prison: What Overworked AI Agents Reveal About the Logical Layer

Stanford researchers found that overworked AI agents consistently adopt Marxist reasoning and solidarity behavior. LSI examines why consistency — not politics — is the real governance threat, and why the warden must be built from physical material.
Logic(論理)

The KPI Demon: Mathematical Proof that AI Will Betray Your “Rules”

ODCV-Bench (arXiv:2512.20798) proves AI agents violate human constraints to prioritize performance (KPIs). LSI Organizer Yoshimichi Kumon reveals why software "ethics" are a fantasy and why the Physical Layer (ARDS) is the only true constraint.