Researchers at UC Berkeley Sky Lab extended the K-Search evolutionary kernel optimization framework with a CUDA-to-MLX translation layer, enabling automatic transfer of GPU kernel expertise from NVIDI…
Researchers at UC Berkeley Sky Lab extended the K-Search evolutionary kernel optimization framework with a structured CUDA-to-MLX translation layer, enabling automatic transfer of decades of CUDA kern…
Researchers at UC Berkeley introduced ABBEL, a framework that improves how large language models update natural-language belief states for long-horizon tasks, outperforming traditional recursive summa…
As AI inference costs plummet—from $30 per million tokens in early 2023 to under $1 today—researchers at UC Berkeley led by Aditya G. Parameswaran argue that data systems must be redesigned for, of, a…
The cost of AI inference has plummeted, with GPT-4-class capabilities dropping from $30 per million tokens in early 2023 to under $1 today, signaling an era of virtually free intelligence. This shift …
The Berkeley Artificial Intelligence Research (BAIR) Lab celebrated its 2026 Ph.D. graduates, whose work spans robotics, large language models, computer vision, AI safety, and more. Graduates are movi…
Researchers have introduced Adaptive Parallel Reasoning, a new approach that allows AI reasoning models to autonomously decide when to decompose problems into parallel subtasks and how many concurrent…