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Platonic Task Arithmetic
Universal Task Descriptors represent tasks as architecture-independent matrices to enable cross-model arithmetic, retaining 74, 80% of within-model gains across six families.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 3/5
medium 8/10
strict 3/5