Blog Posts | Joshua Berkowitz

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MIT’s TX-GAIN: Transforming AI Research with Unmatched Supercomputing Power

MIT Lincoln Laboratory is poised to accelerate artificial intelligence breakthroughs with the fastest university-based AI supercomputer in the U.S. thanks to the launch of TX-Generative AI Next (TX-GA...

artificial intelligence biodefense collaboration cybersecurity energy efficiency generative AI MIT research supercomputing

Dec 6, 2025

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How MIT’s Adaptive Reasoning Makes AI Smarter and Greener

MIT researchers have unveiled a breakthrough method that enables large language models (LLMs) to dynamically manage their computational resources according to the challenge at hand. This leap in effic...

adaptive reasoning artificial intelligence energy efficiency large language models machine learning process reward model uncertainty calibration

Dec 6, 2025

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Microsoft’s Analog Optical Computer: The Next Leap for AI and High-Performance Computing

As the demands of artificial intelligence and high-performance computing push traditional digital electronics to their limits, a new approach is needed. Microsoft's analog optical computer represents ...

AI hardware analog computing deep learning energy efficiency future technology Microsoft optical computing

Nov 4, 2025

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Brookhaven Lab’s Breakthrough Is Lighting the Path to Greener, Brighter LEDs

Researchers at Brookhaven National Laboratory and Rutgers University have produced a new material for deep blue light-emitting diodes (LEDs), offering a sustainable solution for energy-efficient light...

Brookhaven Lab deep blue light energy efficiency LED technology materials science nanotechnology scientific research sustainable materials

Oct 8, 2025

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Microsoft’s Analog Optical Computer: Illuminating the Next Era of AI and Problem Solving

Computers that harnesses the speed of light to solve complex problems in a fraction of the time and energy it takes today are no longer science fiction. Microsoft researchers are forging ahead with an...

AI analog computing energy efficiency finance healthcare machine learning optical computer optimization

Oct 3, 2025

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Unlocking Efficient AI: How Gemma 3 270M Redefines On-Device Intelligence

Google’s Gemma 3 270M is a lightweight yet robust solution designed to bring specialized intelligence to edge devices, all while maintaining impressive efficiency and accuracy. Efficiency Over Raw Siz...

AI energy efficiency fine-tuning Gemma model deployment on-device AI specialized models

Aug 14, 2025

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MIT Engineers Unveil Energy-Saving Membrane for Greener Oil Refining

Imagine cutting the energy needed to transform crude oil into gasoline, diesel, and other fuels by as much as 90%. MIT engineers have achieved a breakthrough with a novel membrane technology that does...

carbon emissions chemical engineering energy efficiency industrial innovation membrane technology oil refining sustainability

Jun 4, 2025

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