4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The paper shows that many representations for arithmetic in different domains route through a shared general addition module.

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

In their words

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“calculator and there's like a do arithmetic on whatever something else or months and temperature and that sort of thing and like never these basically never meet but the thing that we show in this paper is that actually a lot of these representations root through a general general addition module”
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The paper shows that many representations for arithmetic in different domains … · Savlar