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Tom McGrath says his team's work on neurogeometry builds on earlier interpretability research and neuroscience work on population geometry, rather than being the first work of its kind.

Tom McGrath · Designing How AI Grows — Tom McGrath · 2 Sept 2026

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“kind of kick this off in interpretability there's also a long history in neuroscience of this kind of population geometry they call it so again we if we'd read more books we might we might have got here sooner but the so you know I don't want to say like we have done neurogeometry no one else has we're sort of building on this earlier body of work”
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