[ExI] Why do the language model and the vision model align?
John Clark
johnkclark at gmail.com
Sat Feb 7 11:55:19 UTC 2026
*Why do the language model and the vision model align? Because they’re both
shadows of the same world*
<https://www.quantamagazine.org/distinct-ai-models-seem-to-converge-on-how-they-encode-reality-20260107/?mc_cid=b288d90ab2&mc_eid=1b0caa9e8c>
*The following quote is from the above: *
*"More powerful AI models seem to have more similarities in their
representations than weaker ones. Successful AI models are all alike, and
every unsuccessful model is unsuccessful in its own particular way.[...] He
would feed the pictures into the vision models and the captions into the
language models, and then compare clusters of vectors in the two types. He
observed a steady increase in representational similarity as models became
more powerful. It was exactly what the Platonic representation hypothesis
predicted."*
*In my opinion the above finding has profound philosophical implications. *
*John K Clark See what's on my new list at Extropolis
<https://groups.google.com/g/extropolis>*
qjq
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