Unconventional AI awards first grants: 5 projects get $100K each to fund non-transformer architectures

NaveenGRao · x · 2026-09-11

Unconventional AI announced its first Unconventional Grant cohort. The thesis: more parameters and more attention is one path among several, and alternatives remain underexplored because they are harder to fund. Five projects each receive $100,000, including Stanford's Thierry Tambe (treating data retention as an architected resource so processors stop wasting area and energy preserving information) and William Gilpin (UT Austin). The founder notes research-to-product timelines have never been faster.

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