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<title>AI News: Berkeley AI Research (BAIR)</title>
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<description>Latest publications from Berkeley AI Research (BAIR), aggregated by AI News from the official source.</description>
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<lastBuildDate>Fri, 23 Oct 2026 19:08:30 GMT</lastBuildDate>
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<item><title>Berkeley AI Research (BAIR): From CUDA to MLX: How K-Search Brings Decades of Kernel Expertise to Apple Silicon</title><link>http://bair.berkeley.edu/blog/2026/07/29/cuda-to-mlx-k-search/</link><guid isPermaLink="false">http://bair.berkeley.edu/blog/2026/07/29/cuda-to-mlx-k-search/</guid><pubDate>Wed, 29 Jul 2026 09:00:00 GMT</pubDate><category>research</category><description>Figure 1: CUDA-to-MLX optimization translation map. CUDA optimization knowledge can be translated into architecture-native MLX strategies rather than copied instruction-for-instruction. We face a new epoch in computing. Hardware is changing rapidly — not just faster GPUs, but …</description></item>
<item><title>Berkeley AI Research (BAIR): Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction</title><link>http://bair.berkeley.edu/blog/2026/07/26/abbel/</link><guid isPermaLink="false">http://bair.berkeley.edu/blog/2026/07/26/abbel/</guid><pubDate>Sun, 26 Jul 2026 09:00:00 GMT</pubDate><category>research</category><description>Overview of ABBEL compared to traditional recursive summarization. Beliefs replace the full interaction history as the agent’s working context, and belief grading improves performance by supervising the contents of each belief state.. As task horizons grow, LLM contexts can’t …</description></item>
<item><title>Berkeley AI Research (BAIR): Intelligence is Free, Now What? Data Systems for, of, and by Agents</title><link>http://bair.berkeley.edu/blog/2026/07/07/intelligence-is-free-now-what/</link><guid isPermaLink="false">http://bair.berkeley.edu/blog/2026/07/07/intelligence-is-free-now-what/</guid><pubDate>Tue, 07 Jul 2026 09:00:00 GMT</pubDate><category>research</category><description>... government of the people, by the people, for the people ... — Abraham Lincoln, Gettysburg Address (1863) The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1 , and some providers are pu…</description></item>
<item><title>Berkeley AI Research (BAIR): 2026 BAIR Graduate Showcase</title><link>http://bair.berkeley.edu/blog/2026/07/01/grads-2026/</link><guid isPermaLink="false">http://bair.berkeley.edu/blog/2026/07/01/grads-2026/</guid><pubDate>Wed, 01 Jul 2026 09:00:00 GMT</pubDate><category>research</category><description>Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence and machine lear…</description></item>
<item><title>Berkeley AI Research (BAIR): Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling</title><link>http://bair.berkeley.edu/blog/2026/05/08/adaptive-parallel-reasoning/</link><guid isPermaLink="false">http://bair.berkeley.edu/blog/2026/05/08/adaptive-parallel-reasoning/</guid><pubDate>Fri, 08 May 2026 09:00:00 GMT</pubDate><category>research</category><description>Overview of adaptive parallel reasoning. What if a reasoning model could decide for itself when to decompose and parallelize independent subtasks, how many concurrent threads to spawn, and how to coordinate them based on the problem at hand? We provide a detailed analysis of r…</description></item>
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