7 MLops myths debunked
Machine learning

7 MLops myths debunked

With the massive growth of machine learning (ML)-backed services, the term MLops has become a regular part of the conversation — and with good reason. Short for “machine learning operations,” MLops refers to a broad set of [… Read more ]

Unpacking black-box models
Machine learning

Unpacking black-box models

Researchers create a mathematical framework to evaluate explanations of machine-learning models and quantify how well people understand them. Modern machine-learning models, such as neural networks, are often referred to as “black boxes” because they are [… Read more ]

Machine learning, harnessed to extreme computing, aids fusion energy development
Machine learning

Machine learning, harnessed to extreme computing, aids fusion energy development

MIT research scientists Pablo Rodriguez-Fernandez and Nathan Howard have just completed one of the most demanding calculations in fusion science — predicting the temperature and density profiles of a magnetically confined plasma via first-principles simulation [… Read more ]