Hybrid AI model crafts smooth, high-quality videos in seconds

The CausVid generative AI tool uses a diffusion model to teach an autoregressive (frame-by-frame) system to rapidly produce stable, high-resolution videos.

Alex Shipps | MIT CSAIL • mit
May 6, 2025 ~6 min

Novel AI model inspired by neural dynamics from the brain

New type of “state-space model” leverages principles of harmonic oscillators.

Adam Conner-Simons | MIT CSAIL • mit
May 2, 2025 ~4 min


Making AI models more trustworthy for high-stakes settings

A new method helps convey uncertainty more precisely, which could give researchers and medical clinicians better information to make decisions.

Adam Zewe | MIT News • mit
May 1, 2025 ~7 min

The MIT-Portugal Program enters Phase 4

New phase will support continued exploration of ideas and solutions in fields ranging from AI to nanotech to climate — with emphasis on educational exchanges and entrepreneurship.

Lisa Capone | MIT Portugal Program • mit
April 30, 2025 ~12 min

“Periodic table of machine learning” could fuel AI discovery

Researchers have created a unifying framework that can help scientists combine existing ideas to improve AI models or create new ones.

Adam Zewe | MIT News • mit
April 23, 2025 ~7 min

3D modeling you can feel

TactStyle, a system developed by CSAIL researchers, uses image prompts to replicate both the visual appearance and tactile properties of 3D models.

Adam Conner-Simons | MIT CSAIL • mit
April 22, 2025 ~6 min

Making AI-generated code more accurate in any language

A new technique automatically guides an LLM toward outputs that adhere to the rules of whatever programming language or other format is being used.

Adam Zewe | MIT News • mit
April 18, 2025 ~8 min

Training LLMs to self-detoxify their language

A new method from the MIT-IBM Watson AI Lab helps large language models to steer their own responses toward safer, more ethical, value-aligned outputs.

Lauren Hinkel | MIT-IBM Watson AI Lab • mit
April 14, 2025 ~11 min


New method efficiently safeguards sensitive AI training data

The approach maintains an AI model’s accuracy while ensuring attackers can’t extract secret information.

Adam Zewe | MIT News • mit
April 11, 2025 ~7 min

Could LLMs help design our next medicines and materials?

A new method lets users ask, in plain language, for a new molecule with certain properties, and receive a detailed description of how to synthesize it.

Adam Zewe | MIT News • mit
April 9, 2025 ~8 min

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