AI RESEARCH
The Deterministic Horizon: When Extended Reasoning Fails and Tool Delegation Becomes Necessary
arXiv CS.AI
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ArXi:2606.00376v1 Announce Type: new Extended chain-of-thought reasoning can degrade performance on deterministic state-tracking tasks, not due to preference biases, but limits rooted in the information-theoretic capacity of decoder-only attention.