This is "Roobot!" by HYPRLABS - a hyper-lean, 2-wheeled... balancing machine hitting the market in Summer 2026. It runs on a tiny fraction of the power traditional robots use, learning completely from its environment in real-time. Media: HYPRLYFshow more

The power of machine learning brings robots from programmed... instructions to learning by demonstrationshow more

This is what the Bedrock Operator sees on a... job site. The camera feed shows what a human operator would see. The LiDAR point cloud shows what the machine knows, the full geometry of the environment, rendered in real time, down to millimeter precision. The excavator's position, the bucket's angle, the shape of the cut: all of it mapped and updated continuously. This is the sensing foundation that makes autonomous operation possible. Before a machine can act safely and accurately, it has to understand its environment completely.show more

This is the cnc I made in 1997, its... the 2nd cnc machine I built. The motion control is all done in a program written in C that runs on the 386. Each motor is operated via 4 bits of a parallel port (uses 2 ports) Its job today is to slot some parts.show more

We also believe in the power of learning from... real human experiences. And Ropedia is here to scale it.show more

Tiny raccoons balancing on a fence in the wind

This is as close as it gets! Hitting of... a pitching machine from close distance where every pitch is in the same exact spot! #shegoneshow more

The Clock is Ticking. a $650T market on the... XRP Ledger. Its Happening. powered by Real Token (XRP Ledger). October 31st, 2026.show more

MEDICAL ROBOT RUNS FROM POLICE RIGHT IN THE CITY... CENTER Robots are built to follow commands. This one turned and ran on its own. This isn't staged. This isn't a demo. Cameras caught it live. A police car and an ambulance were already on scene. The robot in a blue medical gown bolted through the pedestrian zone, weaving straight through café tables. It dodged between chairs. It moved around people without slowing down. It never lost its balance. Officers on foot couldn't keep pace. Step speed, balance, obstacle response, all running in real time. Nobody scripted this scenario in advance. Autonomy isn't a glitch in the code. It's the basic wiring of a body that finally learned to move on its own.show more

There is a beetle whose larvae survive by building... a shield from their own waste. The Golden Tortoise Beetle, Charidotella sexpunctata, is known as an adult for its shimmering, metallic gold appearance. In its larval stage, it belongs to a group of tortoise beetles (Cassidinae) whose young use a faecal shield as defence. The larva gathers its own droppings and shed skin, forming a movable shield it carries over its back like an umbrella. When threatened, it can shift or swing this shield towards predators, creating both a barrier and a deterrent. It is a constant struggle to survive in a world full of threats, its defence is shaped not by learning, but hardwired by evolution, this tiny creature, leaving nothing to chance. 📹 TerraNaturalistshow more

Anthropic has revealed that its Claude model is now... designing proteins and automating chemistry research on its own. This kind of work used to require specialist scientists and weeks or months of effort. It can now be completed by an AI system in a fraction of the time.show more

UXUY Philippines 🇵🇭 This time, the community brought UXUY... offline. Organized independently by members of the UXUY Philippines community, users came together in person to connect, exchange market views, talk product, and share new opportunities. This wasn’t an official event. It was the community creating its own momentum. From conversations on screen to real-world connections, UXUY is being built together by the people who use it.show more

LayerAI Computation Market is Here: GPU Compute On Demand... 🧬 LayerAI has been a pioneer in the DePIN sector for nearly 2 years. Now, the biggest step in $LAI’s growth in the computation market is here. Computation Market allows agents on aiOS to rapidly purchase and utilize computation needs. The most seamless economy for autonomous devices. 🔘 Powerful Features 1. web3 compatibility on LayerIA mainnet for sub-second settlement of AI2AI payments to create the fastest computation market in the world. 2. AI2AI compatibility: AI agents can provide and consume resources from one another, ensuring every tiny bit of computation power in the world is used. Your devices will seamlessly be able to monetize your unused computation power -- for you. LayerAI is seeding the computation power available on the market through its own acquired GPUs. The first iteration & client onboarding of this product will go live next week.show more

The largest partnership on the XRP Ledger is approaching... On April 17, 2026 RealFi will soon announce a strategic collaboration in which its payment rewards infrastructure will power a next-generation media platform, fully powered by the REAL Token. Please mark your calendar for this upcoming announcement. Learn more about RealFi and Real Token at and Follow RealFi Payment Solution (RealBriefly Pay).show more

A ROBOT WENT ROGUE IN AUSTIN, TEXAS AND ANOTHER... ROBOT HAD TO TAKE IT DOWN During a routine test at a robotics facility in Austin, one of the robots suddenly malfunctioned, escaped its base, and attacked a man nearby. But here's the crazy part. A second robot immediately stepped in, intercepted the rogue machine, and neutralized it before things got worse. One robot attacked a human. Another robot saved him. We're entering an era where robots might need to protect us from other robots. Is this the future of AI security?show more

Almost every robot you see... runs on this equation.... Not AI. Not machine learning. PID. For over 100 years, this simple control algorithm has been quietly keeping robots balanced, drones stable, industrial machines precise, and even rockets on course. Most people never hear about it. Yet without PID, many of today's robots wouldn't even stand upright. If you could only learn ONE control algorithm in robotics... this would be it. What's the most impressive application of PID you've seen? 🎥 Media: medcorreia ( Instagram ) ⚠️ This content is shared for informational purposes only. CTO Robotics Media is a media platform and does not own or develop the technology shown. Credit belongs to the original creators.show more

Nature is Amazing ☘️ The leaf sheep 🐑 A... tiny sea slug that looks like a cartoon sheep. This amazing creature is one of the select few in the world that can use algae for photosynthesis. It gets its energy from the sun, just like plants.show more

One of the greatest keys to power and consistency... in the golf swing is learning how to properly rotate through the ball. Initiating the downswing is one of the most important tools in consistent golf. It is something I have worked on virtually every day of my life, from hitting balls as a young boy in South Africa to competing against the best players in the world. GP #PXGTroopsshow more

”The result is that Sweden has turned into a... mean, lean growth machine, outgrowing the rest of the European Union in 2026 and will for years to come.”show more