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2021's Top Stories About AI

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Deep Learning's Diminishing Returns : MIT's Neil Thompson and several of his collaborators captured the top spot with a thoughtful feature article about the computational and energy costs of training deep learning systems. Several came from Spectrum 's October 2021 special issue on AI, The Great AI Reckoning.

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The Complex Calculus of Clean Energy and Zero Emissions

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can meet its emissions goals The Rapid Energy Policy Evaluation and Analysis Toolkit —REPEAT—which you developed at Princeton with Evolved Energy Research , influenced Congress to create massive incentives for clean-energy tech. clean-tech legislation. So when I went to MIT to do my Ph.D., How did REPEAT come together?

Clean 103
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ARPA-E Selects 37 Projects for $106M in Funding in Second Round; Electrofuels, Better Batteries and Carbon Capture

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Novel Biological Conversion of Hydrogen and Carbon Dioxide Directly into Biodiesel. This project will develop and optimize a novel, engineered microorganism that produces a biodiesel-equivalent fuel from renewable hydrogen and carbon dioxide, at costs of less than $2.50 per gallon. Harvard Medical School-Wyss Institute. Harvard, Univ.

Carbon 249
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ARPA-E awards $130M to 66 “OPEN 2012” transformational energy technology projects

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Natural Gas Reactor for Remote Chemical Conversion. The Massachusetts Institute of Technology (MIT) will develop a. deployed remotely, MIT’s reformer could be used for small, remote sources of gas. If successful, the new crop would have a lower cost of. Turbo-POx For Ultra Low-Cost Gasoline. If successful, this.

2012 240
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DOE ARPA-E awards $156M to projects to 60 projects to accelerate innovation in clean energy technologies

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that substantially reduce costs of the motor. the cost of wind turbines and electric vehicles by developing a. potential to substantially reduce the costs of an electric. advanced low cost and efficient thermal storage for solar and. conversion tower that utilizes new system architecture. Pacific Northwest.

Energy 294
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This Robot Could Be the Key to Helping People With Disabilities

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It was a PR2 , from the robotics company Willow Garage, and Georgia Tech robotics professor Charlie Kemp was demonstrating how the PR2 was able to locate a person and bring them a bottle of medicine. It was the same for Kemp at Georgia Tech—a robot as impractical as the PR2 could never have a direct impact outside of a research context.

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