School of Engineering

Artificial IntelligenceMachine Learning

MIT researchers found that special kinds of neural networks, called encoders or “tokenizers,” can do much more than previously realized.

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Artificial IntelligenceMachine Learning

The unique, mathematical shortcuts language models use to predict dynamic scenarios

Language models follow changing situations using clever arithmetic, instead of sequential tracking. By controlling when these approaches are used, engineers could improve the systems’ capabilities.

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Artificial IntelligenceEnergyMachine Learning

The simulations matched results from an underground lab experiment in Switzerland, suggesting modeling could be used to validate the safety of nuclear disposal sites.

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Artificial IntelligenceMachine Learning

A team of researchers has mapped the challenges of AI in software development, and outlined a research agenda to move the field forward.

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Artificial Intelligence

How to more efficiently study complex treatment interactions

A new approach for testing multiple treatment combinations at once could help scientists develop drugs for cancer or genetic disorders.

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Artificial Intelligence

CellLENS reveals hidden patterns in cell behavior within tissues, offering deeper insights into cell heterogeneity — vital for advancing cancer immunotherapy.

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Artificial Intelligence

The Language/AI Incubator, an MIT Human Insight Collaborative project, is investigating how AI can improve communications among patients and practitioners.

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Artificial IntelligenceMachine LearningRobotics

AI shapes autonomous underwater “gliders”

An AI pipeline developed by CSAIL researchers enables unique hydrodynamic designs for bodyboard-sized vehicles that glide underwater and could help scientists gather marine data.

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Artificial IntelligenceMachine Learning

Researchers developed a way to make large language models more adaptable to challenging tasks like strategic planning or process optimization.

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Artificial Intelligence

Launched with a gift from the Biswas Family Foundation, the Biswas Postdoctoral Fellowship Program will support postdocs in health and life sciences.

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