Abstract: Few-shot learning seeks to recognize novel classes from limited examples. Model-agnostic meta-learning (MAML), known for its simplicity and flexibility, learns an effective initialization ...

New research suggests that the guessing-with-feedback exercises found in language learning apps and programs are effective.

When oracy is embedded, students move from answering to reasoning, from participation to contribution, and from silence to voice.

Artificial intelligence works when computers learn from data that is readily available. But there is no data to teach robots to do simple human tasks. It needs to be created. That's what MIT graduates ...

Learning a language is a great way to expand your horizons and connect with more people around the world. In-person classes and tutoring are still an essential part of picking up the skills you need ...

Google introduced new features for Search that continues its evolution into a more task-oriented tool, enabling users to launch AI agents directly from AI Mode and complete more tasks. This is a trend ...

Google’s Sundar Pichai recently said that the future of Search is agentic, but what does that really mean? A recent tweet from Google’s search product lead shows what the new kind of task-based ...

There’s a common assumption that if someone starts learning a language when they are very young, they will quickly become fluent. Many people also assume that it will become much harder to learn a ...

As part of my Simply Explained series, I’ve been covering a range of student-centered instructional approaches, from project-based learning to experiential and inquiry-based learning. Today, I cover ...

Corrected: This story has been updated to more accurately describe how Mansfield Elementary’s test scores compare to those of other schools in Connecticut. When the doors to Mansfield Elementary ...

A new study suggests that everyday multilingual habits—from chatting with neighbors to revisiting a childhood language—may help preserve memory, attention, and brain flexibility as we age. An ...