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cs.LG 1

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2026 1

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Thermodynamic Diffusion Inference with Minimal Digital Conditioning

cs.LG · 2026-04-15 · unverdicted · novelty 7.0

Thermodynamic diffusion inference at production scale is shown using hierarchical bilinear coupling for U-Net skips and a 2,560-parameter digital bottleneck, attaining 0.9906 cosine similarity with theoretical 10^7x energy reduction over GPU.

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  • Thermodynamic Diffusion Inference with Minimal Digital Conditioning cs.LG · 2026-04-15 · unverdicted · none · ref 5

    Thermodynamic diffusion inference at production scale is shown using hierarchical bilinear coupling for U-Net skips and a 2,560-parameter digital bottleneck, attaining 0.9906 cosine similarity with theoretical 10^7x energy reduction over GPU.