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Symbolic approximations reportedly left seven language models' behavior largely unchanged

Tech Xplore says the approximations replaced the models' representation-generating processes.

TechXploreTE
Phys.orgPH
2 Sources, 1h ago, first seen 1h ago

TLDR

Tech Xplore reports that seven language models behaved largely unchanged after symbolic approximations replaced their representation-generating processes. It describes the result as evidence of symbolic structure within the models' numeric representations.

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2 Sources, first seen 1h ago

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Combined views

1.3K

2 Sources, first seen 1h ago

1 likes1 saves2 reposts

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2 Sources

TechXplore@TechXplore_comSeven language models behaved largely unchanged after symbolic approximations replaced their representation-generating processes—evidence of symbolic structure within their numeric representations. @yale @arxiv https://techxplore.com/news/2026-10-neural-network-ai-chatbots-humans.html?utm_source=twitter.com&utm_medium=social&utm_campaign=v21h
Phys.org@physorg_comRT @TechXplore_com: Seven language models behaved largely unchanged after symbolic approximations replaced their representation-generating…1h
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    2 Sources

    TechXplore@TechXplore_comSeven language models behaved largely unchanged after symbolic approximations replaced their representation-generating processes—evidence of symbolic structure within their numeric representations. @yale @arxiv https://techxplore.com/news/2026-10-neural-network-ai-chatbots-humans.html?utm_source=twitter.com&utm_medium=social&utm_campaign=v21h
    Phys.org@physorg_comRT @TechXplore_com: Seven language models behaved largely unchanged after symbolic approximations replaced their representation-generating…1h
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