AI

AI’s real benefit lies in providing external structure that neutralizes debilitating anxiety and cognitive overload. By automating organization and reducing perceived threats, AI converts formerly paralyzing tasks into manageable routines that sustain steady employment.

Apple updates its App Store rules to restrict apps from sharing personal data with third-party AI without disclosure and explicit permission.

A new Dartmouth study finds that artificial intelligence has the potential to deliver educational support that meets the individual needs of large numbers of students. The researchers are the first to report that students may put more trust in AI platforms programmed to pull answers from only curated expert sources, rather than from massive data sets of general information.

Commentary on Google tool makes AI cheating easier, teachers say by Stephen Downes. Online learning, e-learning, new media, connectivism, MOOCs, personal learning environments, new literacy, and more

Does the future of work look more like assigning an AI agent to do your job? If so, what does that mean for human intelligence?

OpenAI asked a federal judge in New York on Wednesday to reverse an order that required it to turn over 20 million anonymized ChatGPT chat logs amid a copyright infringement lawsuit by the New York Times and other news outlets, saying it would expose users' private conversations.

Chinese EV manufacturer XPeng just unveiled its new humanoid robot, Iron. In the demo, its stride looked so human the internet lost its mind. Here's what XPeng did next: The reveal took place at XPeng Tech Day 2025 in Guangzhou, China. Clips flooded the internet within hours. Engineers and fans argued in the comments. "This has to be a human in a suit." "No robot can move like that." XPeng's CEO He Xiaopeng took the stage and ordered to cut open the robot's synthetic suit - one of the legs - live, in front of everyone. Metal lattice. Circuits. Actuators. All clearly mechanical. He was proving it was real, but the internet wasn't convinced. "It's an amputee in a suit." I'll be honest. I was certain it was a human in a suit as well. No robot can walk the catwalk like a model. The crossover gait - with one foot in front of the other - isn't possible with current hardware limitations. I've deployed thousands of humanoid robots, from NAO to Pepper. Robots lacked the spine dexterity for it. Until XPeng solved it... The secret is an actuated spine. A human-like spine that mimics our vertebrae. 82 motors. 82 degrees of freedom. Each one working together to create fluid, natural movement. This single innovation changed everything about humanoid robotics. But hardware alone isn't enough. Iron uses an AI system that learns from watching videos. It studies how humans shift weight during heel-to-toe transitions. Then mimics that exact weight distribution in real time. This is what a technological leap looks like. Until yesterday, humanoid robots either needed extremely wide feet for stability or had to stay in constant motion, shifting their weight continuously just to demonstrate basic movement. Today, Iron walks a runway with the grace of a fashion model. As Elon Musk once quoted Arthur C. Clarke : "Any sufficiently advanced technology is indistinguishable from magic." Marvelous engineering. That's the only way to describe it. Yes, Iron is early. The hands need work. It can't do complex tasks yet. But the spine? The gait? The AI learning? That's breakthrough technology. And they're honest... XPeng isn't claiming Iron is ready for your business. Even the manufacturer doesn't claim autonomy or usefulness. But here's what matters: They've solved a fundamental problem in humanoid robotics. Natural human-like movement that we've never seen before in any robot. Only high hopes to see it becoming useful in our lives. At RobotLAB.com, we own the last mile of robotics. We handle qualification, deployment, training, servicing, and repairs nationwide. Same-day or next-day onsite capability. Book a call: RobotLAB.com Follow me for insights on the future of robots in the real world.

Ante este escenario, la oralidad y el debate deben recuperar su valor original. No porque sustituyan al texto, sino porque son el espacio donde la inteligencia humana se muestra sin intermediarios. Un estudiante puede escribir su trabajo con o sin ayuda de una IA, pero solo demostrará haber aprendido algo si es capaz de razonar, argumentar y dialogar sobre ello. Si en este contexto la IA ha servido como vehículo para que se produzca dicho aprendizaje, entonces sí: bienvenida sea la IA, como son bienvenidas las búsquedas bibliográficas u otras fuentes de información empleadas con sentido crítico.

Teachers share their experiences with AI in classrooms, revealing both its promise and challenges & calling for ethical, human-centred approaches to education.

It’s a cliché that “data is the new oil” that will power the next industrial revolution. Where does the data that powers Artificial Intelligence come from? And if data is the fuel for AI…

Maybe it's time we rethink just how much we're depending on AI these days, before it blows up in our faces. Just saying!

A router for LLMs and other AI models

As the everyday use of AI has exploded in recent years, so have the energy demands of the computing infrastructure that supports it. But the environmental toll of these large data centers, which suck ...

On-device AI processing just doesn’t cut it anymore.

More than 80 low- and middle-income countries now use AI-powered mobile x-ray systems to screen patients for tuberculosis without a radiologist present. The Global Fund has poured nearly $200 million into these deployments over the past four years.

The analysis finds that when AI reaches 50 percent task coverage in an industry, the six-month doubling curve drives it to 97 percent in about two years. Such exponential automation defies 150 years of steady 2 percent U.S. GDP growth, positioning AI as a fundamental break from historical productivity limits.

Lumi is a research experiment that uses the Gemini API (see Gemini API Terms of Service) to annotate and answer questions about arXiv papers.

YOLO mode comes to spreadsheets

AI-powered dynamic snippet manager for all websites

Add AI support agents to your website in 5 minutes

Munich court has ruled that OpenAI's ChatGPT violates copyright by reproducing song lyrics, a major victory for rights holders like GEMA and a key precedent for AI regulation.

I just took action to protect kids from dangerous AI tools online! Will you take a minute to sign our petition urging Meta to prevent young people from accessing its harmful AI companion chatbot?

"Breaking Rust, an AI-powered country act, debuted at No. 9 on the Emerging Artists chart (dated Nov. 1)," the music publication said. "The project, credited to songwriter Aubierre Rivaldo Taylor, has generated 1.6 million official U.S. streams."

🥇This is Gold! just dropped by Carnegie Mellon University! It’s one of the most honest looks yet at how “autonomous” agents actually perform in the real world. 👇 The study analyzed AI agents across 50+ occupations, from software engineering to marketing, HR, and design, and compared how they completed human workflows end to end. What they found is both exciting and humbling: • Agents “code everything.” Even in creative or administrative tasks, AI agents defaulted to treating work as a coding problem. Instead of drafting slides or writing strategies, they generated and ran code to produce results, automating processes that humans usually approach through reasoning and iteration. • They’re faster and cheaper, but not better. Agents completed tasks 4 – 8× faster and at a fraction of the cost, yet their outputs showed lower quality, weak tool use, and frequent factual errors or hallucinations. • Human–AI teaming consistently outperformed solo AI.🔥 When humans guided or reviewed the agent’s process, acting more like a “manager” or “co-pilot”, the results improved dramatically. 🧠 My take: The race toward “fully autonomous AI” is missing the real opportunity, co-intelligence. Right now, the biggest ROI in enterprises isn’t from replacing humans. It’s from augmenting them. ✅ Use AI to translate intent into action, not replace decision-making. ✅ Build copilots before colleagues, co-workers who understand your workflow, not just your prompt. ✅ Redesign processes for hybrid intelligence, where AI handles execution and humans handle ambiguity. The future of work isn’t humans or AI. (for the next 5 years IMO) It’s humans with AI, working in a shared cognitive space where each amplifies the other’s strengths. Because autonomy without alignment isn’t intelligence, it’s chaos. Autonomous AI isn’t replacing human work, it’s redistributing it. Humans shifted from doing to directing, while agents handled repetitive, programmable layers. Maybe we are just too fast to shift from "uncool" Copilot to sth more exciting called "Fully Autonomous AI", WDYT? | 72 comments on LinkedIn