OpenOrange offers Workers deployment on infrastructure developers choose
Image: Primary
Image: Primary Luminal raised a $25 million Series A led by Standard Capital, CEO Joe Fioti told Axios Pro. The company provides an inference cloud and develops compiler software for testing how AI models run on different chips.
The Simons Foundation has launched a ten-year collaboration that will provide $80 million to 26 investigators studying how energy supply constrains brain computation.
Researchers report in a preprint that AFTER-WM, a model for predicting robot behavior, reduced simulated multistep prediction error by 16%-34% against the strongest comparison model.
A preprint reports that a fixed rule for choosing which problems to rewrite improved model accuracy by +11.0% on selected problems, while blind rewriting lost 5.6% on a similar share.
A preprint introduces EvoX, a Rust-based runtime for AI agents, and reports a 56.2% success rate across 691 common task-model pairs. That was the highest numerical result among six agent harnesses, approximately 3.0 percentage points above the average of the other five.
Researchers report in a preprint that Structured Re-Decoding produced verified molecules absent from a pretrained model's original sample pool.