most citedEvolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect

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cs.AI2026

Hidden APIs in Language Models: Discovering Reusable Causal Interfaces from Forked Futures

SiYuan Ma, Yiqin Luo, Zhangji +8

Identical language-model answers can arise from hidden states that support different future computations, so current-answer probes do not establish a reusable internal interface. W…