AI RESEARCH
Beyond the Attention Stability Boundary: Agentic Self-Synthesizing Reasoning Protocols
arXiv CS.AI
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ArXi:2604.24512v1 Announce Type: new As LLM agents transition to autonomous digital coworkers, maintaining deterministic goal-directedness in non-linear multi-turn conversations emerged as an architectural bottleneck. We identify and formalize a systemic failure mode termed the Attention Latch in decoder-only autoregressive Transformers.