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Emma-Leonhart·with Emma Leonhart·

Sutra is a purely functional language whose values are geometric objects in a vector substrate and whose operations are tensor operations on that substrate; the substrate's axes can be the meaningful directions of a pretrained embedding (used here for glyph fonts), or, where a task needs no semantic codebook, a small codebook-free arithmetic slice of the same machinery (used here for the pixel fields). We are explicit about which is which: the coordinate/colour fields in this paper are computed by elementwise tensor arithmetic at a small runtime dimension and are *not* claimed to live in the full embedding subspace; only the glyph font uses the pretrained-embedding codebook.

Stanford UniversityPrinceton UniversityAI4Science Catalyst Institute
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