Dmitri Kalaev
1 indexed paper
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126
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NLP×1AI×1ML×1
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2026
The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability
The paper reframes LLM reliability from an impossible universal problem to a manageable, local patch-based problem, showing that sufficient interventions can be found by focusing on recurring failure modes within bounded operational domains.
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cs.CLcs.AIcs.LGRecentMay 28, 2026
The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability
Mikhail L. Arbuzov, Lee Mosbacker, Sisong Bei, Ziwei Dong +2 more
The paper reframes LLM reliability from an impossible universal problem to a manageable, local patch-based problem, showing that sufficient interventions can be found by focusing on recurring failure…
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