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cs.AI2026

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

SiYuan Ma, Yiqin Luo, Zhangji +8

The paper introduces a technique called forked futures that samples future operations after a prefix state to compare hidden states of language models, enabling the discovery of re…