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Method teaches generative AI models to locate personalized objects
Method teaches generative AI models to locate personalized objects

After being trained with this technique, vision-language models can better identify a unique item in a new scene.

Darcy McRose and Mehtaab Sawhney ’20, PhD ’24 named 2025 Packard Fellows for Science and Engineering
Darcy McRose and Mehtaab Sawhney ’20, PhD ’24 named 2025 Packard Fellows for Science and Engineering

McRose, an environmental microbiologist, is recognized for researching the ecological roles of antibiotics in shaping ecosystems, agriculture, and health.

MIT-Toyota collaboration powers driver assistance in millions of vehicles
MIT-Toyota collaboration powers driver assistance in millions of vehicles

A decade-plus alliance between MIT’s AgeLab and Toyota’s Collaborative Safety Research Center is recognized as a key contributor to advancements in automotive safety and human-machine interaction.

MIT engineers solve the sticky-cell problem in bioreactors and other industries
MIT engineers solve the sticky-cell problem in bioreactors and other industries

Their system uses electrochemically generated bubbles to detach cells from surfaces, which could accelerate the growth of carbon-absorbing algae and lifesaving cell therapies.

Blending neuroscience, AI, and music to create mental health innovations
Blending neuroscience, AI, and music to create mental health innovations

Media Lab PhD student Kimaya Lecamwasam researches how music can shape well-being.

Why some quantum materials stall while others scale
Why some quantum materials stall while others scale

In a new study, MIT researchers evaluated quantum materials’ potential for scalable commercial success — and identified promising candidates.

Engineering next-generation fertilizers
Engineering next-generation fertilizers

MIT postdoc Giorgio Rizzo harnesses plant chemistry to design sustainable fertilizers that could reshape modern farming.

Checking the quality of materials just got easier with a new AI tool
Checking the quality of materials just got easier with a new AI tool

Acting as a “virtual spectrometer,” SpectroGen generates spectroscopic data in any modality, such as X-ray or infrared, to quickly assess a material’s quality.

Helping scientists run complex data analyses without writing code
Helping scientists run complex data analyses without writing code

Co-founded by an MIT alumnus, Watershed Bio offers researchers who aren’t software engineers a way to run large-scale analyses to accelerate biology.

A new system can dial expression of synthetic genes up or down
A new system can dial expression of synthetic genes up or down

The promoter editing system could be used to fine-tune gene therapy or to more efficiently reprogram cells for therapeutic use.

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