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AI Guidebook - Teaching Systems Lab - MIT
AI Guidebook - Teaching Systems Lab - MIT
AboutJustin ReichBooksBooks – IterateBooks – Failure to DisruptResourcesPodcastFilmPractice SpacesCoursewareCOVID ResearchNewsletterEventsAboutJustin ReichBooksBooks – IterateBooks – Failure to DisruptResourcesPodcastFilmPractice SpacesCoursewareCOVID ResearchNewsletterEventsAboutJustin ReichBooksBooks – IterateBooks – Failure to DisruptResourcesPodcastFilmPractice SpacesCoursewareCOVID ResearchNewsletterEventsAboutJustin ReichBooksBooks – IterateBooks – Failure to DisruptResourcesPodcastFilmPractice SpacesCoursewareCOVID ResearchNewsletterEvents A Guide to AI in Schools: Perspectives for the Perplexedby educators and for educators Most new technologies, like […]
·tsl.mit.edu·
AI Guidebook - Teaching Systems Lab - MIT
TeachAI | AI Literacy
TeachAI | AI Literacy
Learn more about TeachAI's AI literacy projects, including the Draft AILit Framework. The Framework supports teachers, education leaders, policymakers, and learning designers in developing learning materials, standards, school-wide initiatives, and responsible AI policies that advance AI literacy in primary and secondary education.
·teachai.org·
TeachAI | AI Literacy
Hundreds of thousands of Grok chats exposed in Google results
Hundreds of thousands of Grok chats exposed in Google results

Hundreds of thousands of user conversations with Elon Musk's artificial intelligence (AI) chatbot Grok have been exposed in search engine results - seemingly without users' knowledge. Unique links are created when Grok users press a button to share a transcript of their conversation - but as well as sharing the chat with the intended recipient, the button also appears to have made the chats searchable online. A Google search on Thursday revealed it had indexed nearly 300,000 Grok conversations. It has led one expert to describe AI chatbots as a "privacy disaster in progress".

Hundreds of thousands of user conversations with Elon Musk's artificial intelligence (AI) chatbot Grok have been exposed in search engine results - seemingly without users' knowledge.Unique links are created when Grok users press a button to share a transcript of their conversation - but as well as sharing the chat with the intended recipient, the button also appears to have made the chats searchable online.A Google search on Thursday revealed it had indexed nearly 300,000 Grok conversations.It has led one expert to describe AI chatbots as a "privacy disaster in progress".
·bbc.com·
Hundreds of thousands of Grok chats exposed in Google results
The End of Handwriting | WIRED
The End of Handwriting | WIRED

Students’ ability to outsource critical thinking to LLMs has left schools and universities scrambling to find ways to prevent plagiarism and cheating. Five semesters after ChatGPT changed education, Inside Higher Ed wrote in June, university professors are considering bringing back tests written longhand. Sales of “blue books”—those anxiety-inducing notebooks used for college exams—are ticking up, according to a report in The Wall Street Journal. Handwriting, in person, may soon become one of the few things a student can do to prove they’re not a bot.

Students’ ability to outsource critical thinking to LLMs has left schools and universities scrambling to find ways to prevent plagiarism and cheating. Five semesters after ChatGPT changed education, Inside Higher Ed wrote in June, university professors are considering bringing back tests written longhand. Sales of “blue books”—those anxiety-inducing notebooks used for college exams—are ticking up, according to a report in The Wall Street Journal. Handwriting, in person, may soon become one of the few things a student can do to prove they’re not a bot.
·archive.is·
The End of Handwriting | WIRED
2025 08 18 a for effort needs improvement on execution lessons learned from failures of ai ed tech tools
2025 08 18 a for effort needs improvement on execution lessons learned from failures of ai ed tech tools

Although AI systems offer the potential for significant educational benefits, up to now they have frequently failed to live up to their promises in the education context and have created new challenges for educators and administrators. These failures, whether due to bias, ineffectiveness, lack of fitness for purpose, unintended consequences, privacy violations, or other causes, mean that tools often result in more harm than good, damaging school communities, sapping resources, creating reputational harm, and placing students at risk. Rather than rushing to adopt AI, schools should proceed carefully, taking AI promises with a grain of salt and building structures to avoid AI failures where they can, and handle them effectively where they cannot. This brief will discuss some of the common ways schools are using AI, how these AI systems can fail, and the impacts of those failures. It will also provide best practices for reducing the chance of an AI failure, preparing for the possibility of failure, and determining how to respond if a failure does occur.

·cdt.org·
2025 08 18 a for effort needs improvement on execution lessons learned from failures of ai ed tech tools
Google Says It Dropped the Energy Cost of AI Queries By 33x In One Year - Slashdot
Google Says It Dropped the Energy Cost of AI Queries By 33x In One Year - Slashdot
Google has released (PDF) a new analysis of its AI's environmental impact, showing that it has cut the energy use of AI text queries by a factor of 33 over the past year. Each prompt now consumes about 0.24 watt-hours -- the equivalent of watching nine seconds of TV. An anonymous reader shares an ex…
·m.slashdot.org·
Google Says It Dropped the Energy Cost of AI Queries By 33x In One Year - Slashdot
AI Learning Resources & Guides from Anthropic \ Anthropic
AI Learning Resources & Guides from Anthropic \ Anthropic
Access comprehensive guides, tutorials, and best practices for working with Claude. Learn how to craft effective prompts and maximize AI interactions in your workflow.
·anthropic.com·
AI Learning Resources & Guides from Anthropic \ Anthropic
AI Dilemmas for Teachers - free professional learning resources & posters!
AI Dilemmas for Teachers - free professional learning resources & posters!
AI Dilemmas for Teachers - free professional learning resources & posters! We need to get more nuanced conversations going around AI and teaching ... here is a set of free high-definition colour resources featuring real-life examples that have cropped up in our research on teachers' experiences of AI ... Feel free to print off, share widely and use in your own schools and with teacher education classes! https://lnkd.in/g7MqPK5b
·linkedin.com·
AI Dilemmas for Teachers - free professional learning resources & posters!