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

Study suggests new molecular strategy for treating fragile X syndrome

Enhancing activity of a specific component of neurons’ “NMDA” receptors normalized protein synthesis, neural activity, and seizure susceptibility in the hippocampus of fragile X lab mice.

David Orenstein | The Picower Institute for Learning and Memory • mit
March 4, 2025 ~7 min


Toward video generative models of the molecular world

Starting with a single frame in a simulation, a new system uses generative AI to emulate the dynamics of molecules, connecting static molecular structures and developing blurry pictures into videos.

Alex Shipps | MIT CSAIL • mit
Jan. 23, 2025 ~8 min

A new computational model can predict antibody structures more accurately

Using this model, researchers may be able to identify antibody drugs that can target a variety of infectious diseases.

Anne Trafton | MIT News • mit
Jan. 2, 2025 ~8 min

MIT chemists synthesize plant-derived molecules that hold potential as pharmaceuticals

Large multi-ring-containing molecules known as oligocyclotryptamines have never been produced in the lab until now.

Anne Trafton | MIT News • mit
Aug. 12, 2024 ~7 min

When an antibiotic fails: MIT scientists are using AI to target “sleeper” bacteria

Most antibiotics target metabolically active bacteria, but with artificial intelligence, researchers can efficiently screen compounds that are lethal to dormant microbes.

Alex Ouyang | Abdul Latif Jameel Clinic for Machine Learning in Health • mit
April 8, 2024 ~4 min

Using AI, MIT researchers identify a new class of antibiotic candidates

These compounds can kill methicillin-resistant Staphylococcus aureus (MRSA), a bacterium that causes deadly infections.

Anne Trafton | MIT News • mit
Dec. 20, 2023 ~9 min

Nanoparticle-delivered RNA reduces neuroinflammation in lab tests

MIT researchers find that in mice and human cell cultures, lipid nanoparticles can deliver a potential therapy for inflammation in the brain, a prominent symptom in Alzheimer’s.

David Orenstein | Picower Institute • mit
Dec. 15, 2023 ~7 min


Molecule reduces inflammation in Alzheimer’s models

A potential new Alzheimer’s drug represses the harmful inflammatory response of the brain’s immune cells, reducing disease pathology, preserving neurons, and improving cognition in preclinical tests.

David Orenstein | The Picower Institute for Learning and Memory • mit
Sept. 5, 2023 ~8 min

Learning the language of molecules to predict their properties

This AI system only needs a small amount of data to predict molecular properties, which could speed up drug discovery and material development.

Adam Zewe | MIT News Office • mit
July 7, 2023 ~7 min

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