Avoiding shortcut solutions in artificial intelligence
A new method forces a machine learning model to focus on more data when learning a task, which leads to more reliable predictions.
Institute for Data, Systems, and Society (IDSS)
Study: Global cancer risk from burning organic matter comes from unregulated chemicals
The researchers hope scientists and regulators will consider a broader class of compounds in evaluating cancer risk due to PAH exposure.
Research collaboration puts climate-resilient crops in sight
MIT professors Dave Des Marais and Caroline Uhler combine plant biology and machine learning to identify genetic roots of plant responses to environmental stress.
MIT appoints members of new faculty committee to drive climate action plan
Professors Noelle Selin and Anne White will co-chair the Climate Nucleus, charged with managing and implementing MIT’s new plan.
MIT welcomes nine MLK Visiting Professors and Scholars for 2021-22
Record number of honorees will engage in the life of the Institute through teaching, research, and other interactions with the MIT community.
3 Questions: Peko Hosoi on the data-driven reasoning behind MIT’s Covid-19 policies for the fall
“We have not played all our cards yet,” says the associate dean of engineering and co-founder of the Isolat modeling group.
Smarter regulation of global shipping emissions could improve air quality and health outcomes
Study shows a need to identify domestic and international pollution sources in policy design.
A comprehensive study of technological change
New research using patent data could help inform decision-makers by predicting which technologies are improving the fastest.
Lockdowns reveal inequities in opportunities for walking activities
Research finds Covid-19-related lockdowns led to a marked reduction in walking in lower-income areas of major metropolises.
Why the Earth needs a course correction now
2021 Global Change Outlook from the MIT Joint Program on the Science and Policy of Global Change shows how more aggressive policies can sharply reduce climate risk.
The potential of artificial intelligence to bring equity in health care
Nearly 1,400 joined the AI for Health Care Equity Conference that explored new AI technologies as a platform for change.
Five from MIT elected to American Academy of Arts and Sciences for 2021
Prestigious honor society announces more than 250 new members.
Job connectivity improves resiliency in US cities, study finds
New research offers insight for city planning and workforce development.
One-stop machine learning platform turns health care data into insights
Cardea software system aims to bring the power of prediction to hospitals by streamlining complex machine learning processes.
Seeking the cellular mechanisms of disease, with help from machine learning
Caroline Uhler blends machine learning, statistics, and biology to understand how our bodies respond to illness.