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Binomial LLC Explores Evolution Strategies for Fitting Neural and PBR Textures Without Backpropagation

A Binomial LLC engineer working on GPU texture interchange has published research fitting neural textures and physically based rendering material maps using evolution strategies (ES) instead of traditional backpropagation. The approach avoids gradient-based optimization typically used in neural texture compression and material fitting workflows.

Montech's $90 Century II Gold 850W PSU hits Cybenetics Platinum efficiency

Montech's Century II Gold 850W is an ATX 3.1/PCIe 5.1 power supply built on an XWY half-bridge LLC platform, offering Cybenetics ETA Platinum efficiency at both 115V and 230V. It ships with a native 12V-2x6 cable, a Zero-RPM fan mode, and a ten-year warranty, retailing for around $90.

Entrepreneur Op-Ed Urges Small Businesses to Lock In Tax Moves Before Year-End

An Entrepreneur contributor argues that small business owners often wait until filing season to think about taxes, when the real savings opportunities have already passed. The piece recommends forming an LLC early so owners can later elect S-Corp or other tax treatments, since such elections only apply to an entity that already exists.