OpenAI is testing a “confessions” system that trains new AI models to openly report their own mistakes, rule-breaking, uncertainties, and possible hallucinations through a second output channel. It’s not a ChatGPT feature yet, but early research suggests it could become …
AI Tutors, With a Little Human Help, Offer ‘Reliable’ Instruction, Study Finds
New UK research finds ‘extremely personalized’ AI math tutors don’t hallucinate or produce unsafe messages in sessions with kids.
Is the future of education outside universities?
New technologies and academic funding cuts are upending the ways we learn today. Newly enrolled student Annalee Newitz finds some silver linings.
https://www.newscientist.com/article/mg26835691-900-is-the-future-of-education-outside-universities…
Major AI conference flooded with peer reviews written fully by AI
Controversy has erupted after 21% of manuscript reviews for an international AI conference were found to be generated by artificial intelligence.
Anatomy of an AI agent knowledge base
Agentic AI uses multiple specialized agents that must share context, memory, and knowledge to work effectively together. A shared internal knowledge base keeps these agents aligned, improving consistency, accuracy, and coordination as their interactions grow more complex.
https://www.infoworld.com/article/4091400/anatomy-of-an-ai-agent-knowledge-base.html…
Exploring Joplin Note-Taking Tool
Joplin is a free, open-source note-taking and organization app that lets you create, sync, and archive notes across multiple platforms. It supports rich text, Markdown, attachments, and secure syncing through services like Joplin Cloud or third-party storage.
AI is widespread in higher ed, but is it helping or hurting student learning?
Generative artificial intelligence is raising big questions in higher education, from how students apply it to their everyday work to how universities should respond with academic programs and institutional studies.
https://www.nbcboston.com/news/local/artificial-intelligence-education-college-learning/3850198…
5 Unexpectedly Helpful Everyday Tasks ChatGPT Can Do For You
Most people use ChatGPT not for work, but for everyday life — planning trips, learning languages, getting advice, or simplifying daily tasks. It has evolved from a chatbot into a practical digital companion that boosts productivity and helps users navigate …
How wearable tech will change your life
Researchers at the University of Chicago are developing wearable devices that can physically guide your movements, like strumming a guitar, using advanced haptics. Pedro Lopes’ lab also explores sensory-enhancing gadgets and brain-computer interfaces that could reshape how humans interact with …
Google Antigravity
Google Antigravity is a new agentic coding IDE tied to Gemini models, combining a VS-Code-style editor with an agent dashboard and a browser-automation extension. It introduces “artifacts,” auto-generated Markdown task and walkthrough documents, enabling agents to plan, build, and test …
The School in the Cloud project – Results, Status, and a Sustainable Model
The study evaluates the long-term impact and sustainability of School in the Cloud’s SOLE-based, minimally invasive learning environments across India, the UK, and the USA. It shows that autonomous digital inquiry boosts key skills and can be sustained through community …
A free version of ChatGPT built for teachers
A secure ChatGPT workspace that supports teachers in their everyday work so they can focus on what matters most—plus admin controls for school and district leaders. Free for verified U.S. K–12 educators through June 2027.
Should we allow AI into the classroom?
AI is increasingly shaping education, with some US private schools replacing traditional lessons with personalised, AI-assisted learning on laptops. Meanwhile, experts warn that online scams are rising worldwide, sharing how victims are deceived and what to watch out for.
Three Years from GPT-3 to Gemini 3
AI has leapt from “chatbots that write poems” to agents that plan, code, research, analyze data, build websites, and produce full academic papers with minimal guidance. Gemini 3 shows that AI is shifting from tool to digital coworker, one that …
New study shows AI enhances teacher development
A University of Manchester study found that trainee teachers using generative AI critically and creatively enhanced their professional judgment and resourcefulness. When guided properly, AI supported, not replaced, teachers’ creativity, helping them design richer, more context-aware learning materials.