4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Models capture the symbolic residue of language when language is ingested into them.

Tim Scarfe · AI 2040: Plan A report - Daniel Kokotajlo & Thomas Larsen · 8 Sep 2026

In their words

The transcript segments this claim was taken from

“And I use the term abstraction mounting quite a lot. So when we speak language and all of this gets ingested into the models,”
“it's capturing the symbolic residue of language.”
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