Stanford

“The subject line references a Stanford model (535B parameters, A23B architecture) that receives no elaboration in the visible text — it is paywalled. A 535-billion-parameter model from an academic institution, if competitive with frontier commercial models, would be a significant signal that open/academic compute is closing the gap with proprietary labs.”

“Researchers from 'Harvard, Stanford, Together AI, and Caltech have built Hawkeye, software to make it easier for agents to learn how to write well-optimized kernels for specific types of GPU hardware.'”