works on
causal inference 1forked futures 1hidden state analysis 1language models 1model interpretability 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…