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The Download: combating audio deepfakes, and AI in the classroom

The news: A new technique known as “machine unlearning” could be used to teach AI models to forget specific voices. How it works: Currently, companies tend to deal with this issue by checking whether the prompts or the AI’s responses contain disallowed material. Machine unlearning instead asks whether an AI can be made to forget a piece of information that the company doesn’t want it to know. It works by taking a model and the specific data to be redacted then using them to create a new model—e

AI’s giants want to take over the classroom

The companies could face an uphill battle. Right now, most of the public perceives AI’s use in the classroom as nothing short of ruinous—a surefire way to dampen critical thinking and hasten the decline of our collective attention span (a viral story from New York magazine, for example, described how easy it now is to coast through college thanks to constant access to ChatGPT). Amid that onslaught, AI companies insist that AI promises more individualized learning, faster and more creative lesso

OpenAI, Microsoft, and Anthropic pledge $23 million to help train American teachers on AI

akinbostanci/Getty Images Teachers are pulling up a chair to implement AI in the classroom. The American Federation of Teachers (AFT) announced on Tuesday that it will open a training center in New York City devoted to teaching educators how to responsibly use AI systems in their work. Also: Can AI save teachers from a crushing workload? There's new evidence it might Dubbed the National Center for AI Instruction, the training center will open this fall and kick off with a series of workshops

Microsoft, OpenAI, and a US Teachers’ Union Are Hatching a Plan to ‘Bring AI into the Classroom’

Microsoft and OpenAI are planning to announce Tuesday that they are helping to launch an AI training center for members of the second-largest teachers’ union in the US, according to details about the initiative that appear to have been inadvertently published early on YouTube. The National Academy for AI Instruction will be based in New York City and aims to equip kindergarten up to 12th grade instructors in the American Federation of Teachers with “the tools and confidence to bring AI into the

Google is opening its NotebookLM AI tools to students under 18

is a reviewer covering laptops and the occasional gadget. He spent over 15 years in the photography industry before joining The Verge as a deals writer in 2021. Google announced a variety of new features for its Classroom software suite, including free Gemini AI tools for educators and NotebookLM for users under 18 — the first time the tool has been available to minors. Teachers with a Google Workspace account will have a new dedicated Gemini tab in their Google Classroom, offering tools that

Can AI save teachers from a crushing workload? There's new evidence it might

Deagreez/Getty A Gallup poll published Wednesday found that 30% of teachers are using AI weekly -- and that it's saving them "six weeks a year." According to data from the 2024 to 2025 school year, 60% of K-12 teachers reported using some kind of AI tool in their work, most commonly to create worksheets or activities, personalize material to students' needs, and prep lessons. The study did not specify which AI tools teachers were using, referring to "chatbots, adaptive learning systems, or oth

Using AI saves teachers 'six weeks per year,' Gallup poll finds - but at what cost?

J Studios/Getty Images A Gallup poll published Wednesday found that 30% of teachers are using AI weekly -- and that it's saving them "six weeks a year." According to data from the 2024 to 2025 school year, 60% of K-12 teachers reported using some kind of AI tool in their work, most commonly to create worksheets or activities, personalize material to students' needs, and prep lessons. The study did not specify which AI tools teachers were using, referring to "chatbots, adaptive learning systems

Majority of US teachers now use AI tools, saving an average of 5.9 hours each week

In brief: Artificial intelligence is taking over the classroom, and it's playing both sides of the ball. While some teachers are doing their best to fight back against AI-generated assignments, others are leveraging the emerging tech to help get their own work done. According to the latest Gallup study on educator perspectives, six out of 10 teachers working at public K-12 schools in the US used an AI tool to help with their work during the 2024-2025 school year. Among those polled, AI was most

Build a minimal decorator with Ruby in 30 minutes

Build a minimal decorator with Ruby in 30 minutes A few weeks ago, I needed to add some view-related methods to an object. Decorators are my go-to pattern to handle this kind of logic. Normally, I’d use the draper gem to build decorators. But the app I’m working on used an older and incompatible version of Rails. So I built a minimal decorator from scratch, added a bunch of extra behaviors, only to end up abstracting all of these away. Follow along! What I’m working with My Teacher class ha