Context injection and long-horizon reliability: separating duplicate recognition, local processing, and counter tracking
Read the original at arxiv.org→arXiv:2610.20633v1 Announce Type: new Abstract: Long-horizon failures of language models are usually measured as end-task success or as a horizon length. We instead score, step by step, three components of a...
Original headline: "Context Injection and Long-Horizon Reliability: Separating Duplicate Recognition, Local Processing, and Counter Tracking"
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- Oct 16, 04:00 UTC arXiv cs.CL lead source Context Injection and Long-Horizon Reliability: Separating Duplicate Recognition, Local Processing, and Counter Tracking