When to trust an AI model

Because machine-learning models can give false predictions, researchers often equip them with the ability to tell a user how confident they are about a certain decision. This is especially important in high-stake settings, such as when models are used to help identify...

Reasoning skills of large language models are often overestimated

When it comes to artificial intelligence, appearances can be deceiving. The mystery surrounding the inner workings of large language models (LLMs) stems from their vast size, complex training methods, hard-to-predict behaviors, and elusive interpretability....

The Career Journey: Who Do You Want to Be?

I love talking to people about their career journeys. While each person’s story is unique, I often find that there’s a pattern in the way they tell them. They usually start with a childhood dream job that first inspired them, followed by their educational history,...

“They can see themselves shaping the world they live in”

During the journey from the suburbs to the city, the tree canopy often dwindles down as skyscrapers rise up. A group of New England Innovation Academy students wondered why that is. “Our friend Victoria noticed that where we live in Marlborough there are lots of trees...

New AI Guide Launched for Edtech Developers

The U.S. Department of Education today launched “Designing for Education with Artificial Intelligence: An Essential Guide for Developers,” a resource for education technology (edtech) community members — product leads and their teams of innovators, designers,...

MIT researchers introduce generative AI for databases

A new tool makes it easier for database users to perform complicated statistical analyses of tabular data without the need to know what is going on behind the scenes. GenSQL, a generative AI system for databases, could help users make predictions, detect anomalies,...