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arXiv6h ago
5.3

Thermodynamic Diffusion Inference with Minimal Digital Conditioning

Aditi De

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty9/10
Categorypaper
Topics
diffusionhardwarethermodynamicsinferenceefficiency

Opportunity Brief

Create a hardware-software simulation framework that models thermodynamic diffusion inference. This will help researchers prove that physical substrates can replace digital GPU arithmetic for generative tasks.

Suggested repo: thermo-diff

"10,000x energy reduction through physics-based inference."

Estimated effort: 120h