How AI prompting shapes accuracy, efficiency and cost

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New UC Berkeley research maps how AI reasoning strategies affect accuracy, efficiency As large language models (LLMs) move from research labs into classrooms, offices and engineering workflows, “prompt engineering” has become a central practice for shaping how LLMs reason and respond. A new study led by UC Berkeley researchers goes beyond the general understanding that…

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The innovation power couple: Study shows how patenting boosts pure research

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The new study, published in the journal Science, reveals that researchers who both publish papers and file patents—dubbed “Pasteur’s quadrant researchers” after pioneering microbiologist and chemist Louis Pasteur—produce work that is more novel and more influential than those who stick to just one activity. The finding challenges long-held assumptions that scientists should focus pure research…

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UC Berkeley IEOR at the 2025 INFORMS Annual Meeting

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UC Berkeley IEOR faculty, students, and alumni brought home several awards at the 2025 Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting. Below is a list of their accomplishments: Renato D.C. Monteiro, a UC Berkeley IEOR PhD alum (Class of 1988) and Coca-Cola Foundation Chair Professor in the H. Milton Stewart School…

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Are we truly on the verge of the humanoid robot revolution?

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By Kara Manke In two new papers, UC Berkeley roboticist Ken Goldberg explains why robots are not gaining real-world skills as quickly as AI chatbots are gaining language fluency. August 27, 2025 AI chatbots have advanced rapidly over the past few years, so much so that people are now using them as personal assistants, customer service representatives and even…

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UC Berkeley Researchers Offer a Smarter Way to Price With Stability and Impact in Mind

UC Berkeley Researchers Offer a Smarter Way to Price—With Stability and Impact in Mind

With inflation, tariffs, and shifting consumer habits, setting the right price has never been more complicated or more crucial. But new research from UC Berkeley’s Department of Industrial Engineering and Operations Research suggests that simplicity might be the key to navigating today’s complex markets. In a recent study, Associate Professor Javad Lavaei, Professor Emeritus Max…

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Assistant Professor Chiwei Yan Awarded NSF EAGER Grant to Advance Research on Autonomous Mobility

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Berkeley IEOR Assistant Professor Chiwei Yan has been awarded a National Science Foundation (NSF) Early-concept Grant for Exploratory Research (EAGER) to support his project, State-Aware Demand Control to Facilitate Shared Use of Autonomous Mobility. The project explores new models and algorithms to promote ride-pooling and shared use in emerging autonomous mobility systems. By leveraging real-time…

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Berkeley IEOR Researchers Named Finalists at American Control Conference

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Berkeley lEOR PhD student Jihun Kim and Professor Javad Lavaei have been named finalists at the American Control Conference (ACC), a premier annual gathering of researchers and practitioners advancing the field of control systems engineering. Their paper, “Prevailing Against Adversarial Noncentral Disturbances: Exact Recovery of Linear Systems with the l1-Norm Estimator,” is among the top…

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