A neural network learns when it should not be trusted
A faster way to estimate uncertainty in AI-assisted decision-making could lead to safer outcomes.
System brings deep learning to “internet of things” devices
Advance could enable artificial intelligence on household appliances while enhancing data security and energy efficiency.
Algorithm reduces use of riskier antibiotics for UTIs
Machine learning model predicts probability that a particular urinary tract infection can be treated by specific antibiotics.
Autonomous boats could be your next ride
Five years in the making, MIT’s autonomous floating vessels get a size upgrade and learn a new way to communicate aboard the waters.
Translating lost languages using machine learning
System developed at MIT CSAIL aims to help linguists decipher languages that have been lost to history.
Eight Lincoln Laboratory technologies named 2020 R&D 100 Award winners
Several of the winning innovations apply artificial intelligence to solutions for challenges to national security.
A global collaboration to move artificial intelligence principles to practice
Convened by the MIT Schwarzman College of Computing, the AI Policy Forum will develop frameworks and tools for governments and companies to implement concrete policies.
Anticipating heart failure with machine learning
Many health issues are tied to excess fluid in the lungs. A new algorithm can detect the severity by looking at a single X-ray.
MIT undergraduates pursue research opportunities through the pandemic
Working remotely this summer, students worked to better understand human intelligence and to advance machine learning applications.
Astronomers discover an Earth-sized “pi planet” with a 3.14-day orbit
The rocky world, with its baking-hot surface, is likely not habitable.
Making health care more personal
The company Health at Scale uses machine learning to improve outcomes for individual patients.
Six strategic areas identified for shared faculty hiring in computing
New faculty in these areas will connect the MIT Schwarzman College of Computing and a department or school.
Toward a machine learning model that can reason about everyday actions
Researchers train a model to reach human-level performance at recognizing abstract concepts in video.
Rewriting the rules of machine-generated art
An artificial intelligence tool lets users edit generative adversarial network models with simple copy-and-paste commands.
Data systems that learn to be better
Storage tool developed at MIT CSAIL adapts to what its datasets’ users want to search.