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ENTITY Siyuan Ma

Siyuan Ma

PulseAugur coverage of Siyuan Ma — every cluster mentioning Siyuan Ma across labs, papers, and developer communities, ranked by signal.

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    New 'forked futures' method reveals reusable causal interfaces in LLMs

    Researchers have introduced a new method called "forked futures" to identify reusable causal interfaces within language models. This approach compares states based on the response distributions they induce from sampled …