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New LiGO technique accelerates training of large machine-learning models, reducing the monetary and environmental cost o...
23/03/2023

New LiGO technique accelerates training of large machine-learning models, reducing the monetary and environmental cost of developing AI applications. Credit: News

LiGO is a new machine-learning technique developed by MIT researchers that cuts by about 50 percent the computational cost required to train large vision and language models.

J-WAFS researchers are using remote sensing observations to build high-resolution systems to monitor drought. Credit: N...
22/03/2023

J-WAFS researchers are using remote sensing observations to build high-resolution systems to monitor drought. Credit: News

MIT researchers César Terrer and Wenzhe Jiao are leveraging a new generation of remote sensing devices to provide high-resolution plant water stress data at regional to global scales.

Computational chemists design better ways of discovering and designing materials for energy applications. Credit: News
15/03/2023

Computational chemists design better ways of discovering and designing materials for energy applications. Credit: News

MIT's Kulik Lab has designed better ways of discovering and designing novel, environmentally benign, and energy-efficient materials for energy applications in a vast chemical space where molecular combinations that offer remarkable optical, conductive, magnetic, and heat transfer properties awa...

Researchers used machine learning to build faster and more efficient hash functions, which are a key component of databa...
14/03/2023

Researchers used machine learning to build faster and more efficient hash functions, which are a key component of databases. Credit: News

MIT researchers used machine learning to build better hash functions, which are a key element in most online databases. Their work could lead to faster and more efficient database searches in some situations.

The computer science and philosophy double-major aims to advance the field of AI ethics. Credit: News
13/03/2023

The computer science and philosophy double-major aims to advance the field of AI ethics. Credit: News

MIT computer science and philosophy double-major Matthew Kearney aims to advance the field of AI ethics.

Aleksander Mądry urges lawmakers to ask rigorous questions about how AI tools are being used by corporations. Credit: N...
12/03/2023

Aleksander Mądry urges lawmakers to ask rigorous questions about how AI tools are being used by corporations. Credit: News

Government should not “abdicate” its responsibilities and leave the future path of artificial intelligence solely to Big Tech, MIT Professor Aleksander Mądry told a Congressional panel.

Aided by machine learning, scientists are working to develop a vaccine that would be effective against all SARS-Cov-2 st...
11/03/2023

Aided by machine learning, scientists are working to develop a vaccine that would be effective against all SARS-Cov-2 strains. Credit: News

Researchers are developing a novel Covid-19 vaccine that could potentially be used against all variants of SARS-Cov-2. This “pan-variance” could circumvent the need for a different booster shot every time a new strain comes into circulation.

MIT researchers uncover the structural properties and dynamics of deep classifiers, offering novel explanations for opti...
10/03/2023

MIT researchers uncover the structural properties and dynamics of deep classifiers, offering novel explanations for optimization, generalization, and approximation in deep networks. Credit: News

MIT Center for Brains, Minds and Machines researchers provide one of the first theoretical analyses covering optimization, generalization, and approximation in deep networks and offers new insights into the properties that emerge during training.

MIT researchers trained logic-aware language models to reduce harmful stereotypes like gender and racial biases. Credit:...
05/03/2023

MIT researchers trained logic-aware language models to reduce harmful stereotypes like gender and racial biases. Credit: News

MIT CSAIL researchers trained logic-aware language models to reduce harmful stereotypes like gender and racial biases using textual-entailment models.

The long-running programming competition encourages skills and friendships that last a lifetime. Credit: News
04/03/2023

The long-running programming competition encourages skills and friendships that last a lifetime. Credit: News

MIT’s Battlecode competition challenges players to program robot armies in a month-long process that builds skills and friendships for life.

A process that seeks feedback from human specialists proves more effective at optimization than automated systems workin...
03/03/2023

A process that seeks feedback from human specialists proves more effective at optimization than automated systems working alone. Credit: News

A new MIT design process that uses generative design but also seeks feedback from humans is more effective at producing designs that are fully optimized for their purpose.

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