AI object recognition + driver assistance + pioneering pathologist

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October 17, 2025
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Object Recognition
Researchers from MIT and the MIT-IBM Watson AI Lab have introduced a new training method that teaches vision-language models to localize personalized objects (such as a specific cat) in a scene. “Ultimately, we want these models to be able to learn from context, just like humans do,” says postdoc Jehanzeb Mirza.
Top Headlines
Engineering next-generation fertilizers
MIT postdoc Giorgio Rizzo harnesses plant chemistry to design sustainable fertilizers that could reshape modern farming.
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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.
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Meet Susan Fuhrman ’75, a pioneering pathologist
After an influential medical career that included inventing a widely used grading system for renal cancers, Fuhrman now works on her second love: making intricate beaded jewelry.
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In the Media
Art and data team up against climate change // The New York Times
“Remembering the Future,” a sculptural installation at the MIT Museum created by Janet Echelman, uses “climate data from the last ice age to the present, as well as projected future environments, to create a geometric design.” Echelman worked with MIT faculty, including Professor Raffaele Ferrari and Associate Professor Caitlin Mueller, to bring the project to life. Mueller explains that she developed a “high-fidelity digital twin of the sculpture generated through our computational simulation that you can orbit and pan through to get perspectives that you can’t see physically in the space.” 
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