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MIT ML Research Adam Zewe | MI…

Simpler models can outperform deep learning at climate pred…

New research shows the natural variability in climate data can cause AI models to struggle at predicting local temperature and rainfall....

4 months, 2 weeks ago MIT News - …
6150 words 20 min
MIT ML Research Anne Trafton |…

A new model predicts how molecules will dissolve in differe…

Solubility predictions could make it easier to design and synthesize new drugs, while minimizing the use of more hazardous solvents....

4 months, 3 weeks ago MIT News - …
6543 words 21 min
Eco-driving measures could significantly reduce vehicle emissions MIT ML Research

Eco-driving measures could significantly reduce vehicle emi…

New research shows automatically controlling vehicle speeds to mitigate traffic at intersections can cut carbon emissions between 11 and 22 percent......

5 months ago MIT News - …
7824 words 26 min
MIT ML Research Zach Winn | MI…

Helping data storage keep up with the AI revolution

Storage systems from Cloudian, co-founded by an MIT alumnus, are helping businesses feed data-hungry AI models and agents at scale....

5 months, 1 week ago MIT News - …
6482 words 21 min
MIT ML Research Anne Trafton |…

AI helps chemists develop tougher plastics

Researchers created polymers that are more resistant to tearing by incorporating stress-responsive molecules identified by a machine-learning model......

5 months, 1 week ago MIT News - …
7024 words 23 min
MIT ML Research Adam Zewe | MI…

New algorithms enable efficient machine learning with symme…

This new approach could lead to enhanced AI models for drug and materials discovery....

5 months, 2 weeks ago MIT News - …
4962 words 16 min
MIT ML Research Rachel Gordon …

Robot, know thyself: New vision-based system teaches machin…

Neural Jacobian Fields, developed by MIT CSAIL researchers, can learn to control any robot from a single camera, without any other sensors....

5 months, 2 weeks ago MIT News - …
7729 words 25 min
MIT ML Research Danielle Randa…

New machine-learning application to help researchers predic…

ChemXploreML makes advanced chemical predictions easier and faster — without requiring deep programming skills....

5 months, 2 weeks ago MIT News - …
3472 words 11 min
MIT ML Research Leah Eisenstad…

Scientists apply optical pooled CRISPR screening to identif…

Combining powerful imaging, perturbational screening, and machine learning, researchers uncover new human host factors that alter Ebola’s ability to i...

5 months, 2 weeks ago MIT News - …
5725 words 19 min
MIT ML Research Steve Nadis | …

A new way to edit or generate images

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

5 months, 3 weeks ago MIT News - …
6675 words 22 min
MIT ML Research Alex Shipps | …

The unique, mathematical shortcuts language models use to p…

Language models follow changing situations using clever arithmetic, instead of sequential tracking. By controlling when these approaches are used, eng...

5 months, 3 weeks ago MIT News - …
6977 words 23 min
MIT ML Research Zach Winn | MI…

Model predicts long-term effects of nuclear waste on underg…

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

5 months, 3 weeks ago MIT News - …
6483 words 21 min
MIT ML Research Jennifer Chu |…

New tool gives anyone the ability to train a robot

MIT engineers designed a versatile interface that allows users to teach robots new skills in intuitive ways....

5 months, 3 weeks ago MIT News - …
6485 words 21 min
MIT ML Research Adam Zewe | MI…

This “smart coach” helps LLMs switch between text and code

The CodeSteer system could boost large language models’ accuracy when solving complex problems, such as scheduling shipments in a supply chain....

5 months, 3 weeks ago MIT News - …
6549 words 21 min
MIT ML Research Rachel Gordon …

Can AI really code? Study maps the roadblocks to autonomous…

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

5 months, 3 weeks ago MIT News - …
7021 words 23 min
MIT ML Research Adam Zewe | MI…

Study could lead to LLMs that are better at complex reasoni…

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

6 months ago MIT News - …
5113 words 17 min
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