AI RESEARCH
Harness as an Asset: Enforcing Determinism via the Convergent AI Agent Framework (CAAF)
arXiv CS.LG
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ArXi:2604.17025v1 Announce Type: cross Large Language Models (LLMs) produce a controllability gap in safety-critical engineering: even low rates of undetected constraint violations render a system undeployable. Current orchestration paradigms suffer from sycophantic compliance, context attention decay [Liu, 2024], and stochastic oscillation during self-correction [Huang, 2024