Atishay Jain
1 indexed paper
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126
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NLP×1ML×1
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2026
Cognitive Fatigue in Autoregressive Transformers: Formalization and Measurement
The paper formalizes LLM degradation during long generation as 'cognitive fatigue' and introduces the Fatigue Index (FI), a measurable, model-agnostic diagnostic tool for real-time monitoring.
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Papers
cs.CLcs.LGRecentMay 29, 2026
Cognitive Fatigue in Autoregressive Transformers: Formalization and Measurement
Riju Marwah, Ritvik Garimella, Vishal Pallagani, Atishay Jain +2 more
The paper formalizes LLM degradation during long generation as 'cognitive fatigue' and introduces the Fatigue Index (FI), a measurable, model-agnostic diagnostic tool for real-time monitoring.
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