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arXiv1d ago
5.3

Analog Optical Inference on Million-Record Mortgage Data

Sofia Berloff, Pavel Koptev, Konstantin Malkov

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Analysis

Viral velocity
low
Implementation gapYES
Novelty9/10
Categorypaper
Topics
inferencehardware

Opportunity Brief

Develop a digital twin simulator for analog optical computer inference performance. This allows developers to prototype optical ML models on current hardware before physical implementation.

Suggested repo: OptiCompute

"Simulate million-record scale analog optical inference on your laptop."

Estimated effort: 60h