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#mode-collapse

1 article exploring mode-collapse. Expert insights and analysis from our editorial team.

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hallucination rlhf language-generation safety-tuning formal-methods deep-learning-theory

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Models & Research

A Theory of Time-Sensitive Language Generation Says Sparse Hallucination Beats Mode Collapse

arXiv 2605.11302 proves timely generation requires sparse hallucination under formal bounds, reframing RLHF safety tuning as a tradeoff between two failure modes.
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