Tag Archives: Robots

Exoskeletons Always Ignored Your Knees, but Halo Doesn’t

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Ask anyone who hikes regularly where their body actually gives out, and it’s rarely the climb up. It’s the way down. Your quads and hips can push you up a mountain just fine, but it’s your knees that absorb the pounding on the descent, on stairs, on the last mile of a long trail when your legs stop cooperating. For years, the exoskeleton industry has quietly ignored this. Every consumer exoskeleton I’ve come across, including Hypershell’s own X series, has focused almost entirely on the hips. That’s helped people hike longer and climb steeper grades, but it never addressed the part of the leg that actually fails first.

Hypershell Halo is the company’s attempt to fix that gap, and it’s the first exoskeleton I’ve seen that treats the hip and knee as one connected system rather than bolting a knee brace onto an existing hip rig. The Halo runs four motors total, two at the hips and two at the knees, and Hypershell says they’re coordinated through a single unified architecture instead of running as separate, half-communicating systems. That distinction matters more than it sounds. Earlier attempts at dual-joint support, including some of Hypershell’s own internal prototypes, were reportedly scrapped because the control systems couldn’t stay in sync with each other, which is a nice way of saying the hips and knees were fighting instead of working together.

Designer: Hypershell

What actually convinces me the Halo is worth paying attention to is the hardware restraint. A carbon-fiber and titanium frame weighing about 2.6 kilograms, four motors producing up to 1,490 watts combined, and a swappable 370-gram battery good for roughly 20 kilometers of assisted walking. It folds down to under 8 liters, which is small enough to strap to the outside of a daypack, and Hypershell claims you can get it on in about 20 seconds, even with a full backpack already on your back. None of these numbers alone are revolutionary. Put together, they suggest a company that understands the actual friction point for anyone considering strapping a robot to their legs: if it’s heavy, slow to put on, or awkward with gear you’re already carrying, it stays in the closet.

The AI layer is where Hypershell is clearly trying to differentiate from the growing pack of exoskeleton makers chasing the same idea. HyperIntuition 2.0 is supposed to read terrain and movement in real time and adjust assistance without you fiddling with a mode dial mid-hike. There’s also Shelly, a chatbot-style assistant you control through a smartwatch, which sounds almost gimmicky until you consider that most people don’t want to stop on a trail to change settings on a phone. Whether Shelly ends up being genuinely useful or just a marketing flourish is something I won’t know until someone puts it through a real weekend hike, but the instinct behind it, reducing friction between the wearer and the machine, is the right one.

At $2,299 for the Origin Edition, the Halo isn’t cheap, and it’s priced well above the $999 to $1,999 range of Hypershell’s hip-only X models. That premium buys you the first product in this category actually built around full-leg coordination rather than partial support, and for anyone who has skipped a hike because their knees couldn’t handle the descent, that might be the entire pitch. I don’t think this device turns casual walkers into trail athletes overnight, and I’d be skeptical of any brand claiming it does. But for the growing number of people managing knee wear, recovering from injury, or just getting older and less willing to accept stairs as an enemy, a machine that finally treats the knee as seriously as the hip feels less like a novelty and more like an overdue correction.

Pre-orders are open now for the US, Canada, Europe, the UK, and China, with shipping expected in November. Whether the Halo lives up to its own architecture claims once it’s on real trails and real staircases is still an open question, but it’s the first exoskeleton pitch in a while that’s made me want to find out.

The post Exoskeletons Always Ignored Your Knees, but Halo Doesn’t first appeared on Yanko Design.

Smart Glasses, Robot Dogs, AI Tamagotchis, and Desk-Sized Supercomputers: How IFA 2026 Redefined Robots

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The creator economy reshaped who makes content, and then quietly reshaped what tools are worth building. When millions of people are shooting, editing, scanning, and streaming from wherever they happen to be, the market for professional-grade hardware that works without a full production crew gets very real, very fast. That’s the underlying logic behind a lot of what’s in this roundup, running from portable LiDAR scanners and robotic camera arms all the way to ambient AI screens that sit on your desk and quietly keep track of everything.

Companionship, it turns out, is harder to engineer than most consumer tech companies have been willing to admit. Hengbot’s Sirius is a robot dog that owners can train like a real one, using a Creator Studio that requires no coding. Takway AI’s Sweekar hatches from an egg and grows through four life stages, shaped entirely by how its owner treats it. Mind with Heart Robotics built AnAn, a panda-shaped companion that has been piloted in eldercare and dementia care settings in Hong Kong and Shanghai. These are serious attempts at a genuinely hard question: what does it look like when AI lives with you, rather than just working for you? Here’s a look at some such brands and their innovative products at the Global Connect Show at IFA 2026.

INMO GO3: When Your Glasses Speak 98 Languages So You Don’t Have To

Smart glasses have had a rough decade of almost. Google Glass made everyone nervous at restaurants. The Ray-Ban Metas got people excited again, but a camera and a speaker do not a smart display make (not to mention the PR disaster they’ve been having this past year). INMO has been quietly chipping away at the real version of this category for a while now, with the Air series handling light office and audio-visual entertainment, and the GO series zeroing in on translation. The GO3 is that third iteration, and the brief is tighter and more useful than anything the brand has shipped before: a lightweight pair of glasses combining a discreet monochrome display with real-time AI assistance, in a form factor that resembles regular eyewear.

The translation engine handles 77 source languages and 98 target languages, with offline support for nine of them when you’re somewhere the internet has opinions about itself. The engineering detail that deserves more attention, though, is the battery system. Magnetic battery replacement takes approximately five seconds, and removed batteries automatically recharge in the case, enabling uninterrupted use throughout the day. The dual-eye green Micro-LED display with diffractive waveguide optics hits up to 1,500 nits at 640×480 resolution, staying visually discreet enough that nobody beside you would know you’re reading meeting notes. A built-in camera privacy cover physically shields the camera for more comfortable use in public or social settings, which is one of those small decisions that says a lot about how seriously a company has thought through the real-world context its product actually lives in.

Hengbot Sirius: The Robot Dog That Actually Learns New Tricks

When we covered Sirius on Yanko Design last year, we noted that it sat in a gap the robot dog market had left frustratingly empty for years, somewhere between Boston Dynamics-level industrial machines that cost more than a car and toy-grade STEM kits that shuffled around like arthritic spiders. Hengbot filled that gap, and the Kickstarter campaign backed that read up with over $308,000 raised. At IFA, the story moves forward: the focus is on how continued development in voice interaction and motion control is making Sirius easier to communicate with and more capable in physical movement. You tell it to sit, move forward, or shake hands, and Sirius translates these instructions into physical actions, letting people interact with the robot without relying entirely on conventional controls.

The motion engineering is where it gets genuinely interesting. Rather than releasing physical force abruptly, Sirius can reduce it progressively, which allows certain movements and physical responses to feel smoother and less rigid while reducing sudden loads on the mechanical system. If it falls over, it can perform a recovery sequence and return to a standing position, recovering from common physical interruptions without requiring the user to reposition it manually. Packed into a body weighing just over a kilogram, with a removable 2,250 mAh battery, 30W PD charging, and developer support spanning Python, C, C++, and ROS 2 interfaces, Sirius is targeting consumers and creators in equal measure, which is a harder pitch to land than it sounds, and one Hengbot is getting noticeably better at making.

Rokid Glasses: The AI Glasses That Let You Choose Your AI

If the INMO GO3 is purpose-built around translation and teleprompters, the Rokid Glasses are playing a broader game entirely. Rokid has been in this space since 2014, long before smart glasses were a mainstream conversation, and we’ve covered the brand’s journey on Yanko Design from its early AR gaming hardware all the way through to a full profile on how it’s building the glasses that Google couldn’t. The Rokid Ai Glasses Style Pack, announced at CES 2026 and covered here in March, brings that decade-plus of development into what is comfortably the most ambitious feature set in the display-less glasses category. At just 38.5 grams, in a TR90 frame with titanium alloy hinges and a 12MP Sony IMX681 camera with electronic image stabilization, the hardware alone makes a strong case. The Power Capsule that comes bundled in the Style Pack delivers 6+ charges and gets the glasses back to 80% in 20 minutes, so battery anxiety largely exits the conversation.

Rokid is the world’s first manufacturer to natively support Google’s Gemini on a pair of AI smart glasses, with the Ai Glasses Style integrating both OpenAI’s ChatGPT and Google Gemini to answer almost any question. That’s not just a spec flex, it’s a genuine design philosophy – the glasses function as an open platform rather than a locked ecosystem, which is exactly the kind of thinking that will matter as AI models continue to evolve fast. The Agent Store, a centralized platform where developers can create and share AI apps for Rokid’s smart glasses, has already attracted more than 3,000 submissions for new agent workflows, with more than 400 agents published and available to users. Real-time translation in 89 languages, object and scene recognition, live transcription, and posture monitoring round out a feature set that makes these feel less like a gadget and more like a platform you happen to wear on your face.

Mind With Heart Robotics AnAn: The Companion Robot That Sits With You, Not For You

The conversation around companion robots has been building for a while on Yanko Design, from Sony’s Aibo to Hengbot’s Sirius to Sweekar, and a pattern is becoming clear: the more a robot is designed to perform, the less it feels like company. Mind With Heart Robotics took a different path entirely, and AnAn is the result. A panda-shaped companion robot built from soft, lifelike materials with full-body tactile sensing, AnAn is designed for companionship and elderly support first, and everything else second. The live demonstrations at IFA show AnAn’s full-body tactile sensing system responding to touch through gentle movements and emotional feedback, along with proactive interaction, gentle reminder functions, and its ability to learn a user’s interaction habits over time through long-term memory. That last part matters more than the spec sheet: a companion that actually remembers you is a fundamentally different product from one that resets. Mind With Heart Robotics develops emotionally intelligent companion robots across multiple form factors designed for emotional support, elderly companionship, children’s well-being, and institutional care, guided by its mission to Heal The World, backed by a patent portfolio of more than 30 filings and 18 patents granted to date.

IFA Berlin marks AnAn’s European debut, appearing at IFA’s official Robots on the Runway showcase, following its recognition as a CES 2026 Innovation Awards Honoree in the Artificial Intelligence category. The company is also debuting its Duncan Series companion robots in Europe, which are designed for neurodivergent children as well as typically developing children in early education. So the product family spans elderly care on one end and early childhood development on the other, which is a more considered and humane product brief than most robotics companies have attempted. AnAn goes on sale in Europe in September 2026 at retail pricing between $1,000 and $1,500, with distributor agreements already signed in Germany and Belgium, a completed production run of 100 units with samples available for immediate shipment, and a dedicated European repair and after-sales center in Belgium supporting customers across the region. The B2B version includes secure dashboards tracking behavioral trends and interaction patterns for care providers, meaning the product has been thought through at the institutional level too, for care homes, therapy settings, and clinical environments where the robot needs to report back as well as show up. Soft on the outside, seriously engineered on the inside.

XGrids Lixel CyberColor + PortalCam: The World Isn’t Flat, and Now Your Camera Knows It

3D Gaussian Splatting sounds like something a physics PhD invented to win an argument at a dinner party, but it has quietly become one of the most consequential breakthroughs in spatial computing in years. The short version: rather than building a 3D scene out of polygons the way traditional CGI does, 3DGS represents a space using millions of tiny colored blobs, or “gaussians,” that together produce photo-realistic environments you can actually navigate through in real time. XGrids has been building its entire product stack around this technology, and the two products at IFA represent opposite ends of the same pipeline. The PortalCam is billed as the first handheld device that captures reality as interactive 3D environments using 3DGS technology, combining LiDAR, a four-camera array, and automated processing to create photorealistic spatial models you can walk through, edit, and share across platforms. At under 900 grams, it can scan 100 square metres in 10 minutes at walking speed. The LiDAR system fires 856,000 points per second across a 180-degree azimuth by 180-degree elevation field of view, while the four-camera array pairs two fisheye lenses with two front-facing cameras, each fisheye covering 200 degrees. That’s a lot of spatial data coming in very fast, from a device you can carry in a backpack.

The Lixel CyberColor platform, or LCC, is where all that captured data becomes something usable. It combines Multi-SLAM precision with optimized 3D Gaussian Splatting to create measurement-grade, photorealistic, lightweight 3D models, bridging the gap between technical accuracy and immersive visualization for professionals across industries. The compression story is particularly worth noting: a breakthrough 90% compression technology dramatically reduces file sizes without compromising quality, enabling smooth playback on cloud, edge, and mobile. That solves the problem that has always made spatial content impractical outside of specialized production environments, the files are simply too large to move around and too heavy to stream. Ready-made integration with Unity, Unreal Engine, WebGL via Cesium and Three.js, mobile apps, and XR applications means the output plugs directly into workflows that architects, game developers, and filmmakers are already using. And then there’s the surprise announcement at the show: LCC Scan, a new iOS application that enables users to transform ordinary photos and videos into detailed 3DGS models directly on their iPhones. The professional pipeline and the consumer entry point, both at IFA, in the same week. That’s a confident move.

Sweekar: You Don’t Train This Robot… You Nurture It.

Hengbot’s Sirius is a genuinely impressive piece of engineering, a robot you put through its paces, teach tricks, and watch execute a controlled landing from an elevated surface. It rewards the tinkerer. Sweekar, from Takway AI, is asking a completely different question: what if the robot didn’t perform for you, but grew because of you? Not every AI companion needs to be a workhorse. Sometimes the whole point is that it just shows up, and keeps showing up. Sweekar is an AI pocket pet inspired by the iconic Tamagotchi, but rebuilt as a living, evolving AI companion. It hatches from a physical egg, grows through four life stages, and develops a personality shaped by the relationship you build with it. The growth mechanic has real engineering behind it: every interaction, feeding, talking, cleaning, picking it up, generates XP, and when Sweekar levels up, it physically grows a few millimetres taller, driven by a precision stepper motor, plays a special evolution animation, and unlocks new behaviors, new language, and new personality dimensions. That’s a stepper motor doing emotional labor, which is a sentence that shouldn’t work but somehow absolutely does.

The part that actually separates Sweekar from everything else in this category is the memory system. Most AI companions have the same gap: sessions reset, context vanishes, and the relationship never actually deepens. Users report the same frustration: it feels like starting over with a friendly stranger every single time. Sweekar’s long-term emotional memory retains the owner’s voice, daily habits, shared stories, favorite things, and small victories, and surfaces them naturally in future conversations. The longer you raise it, the more it sounds like it genuinely knows you. Voice recognition is trained specifically to the primary owner, and the personality develops through an MBTI-inspired behavioral framework, meaning two people who buy the same unit on the same day will have fundamentally different companions very soon, because every person raises things differently. At 89 grams it fits in a pocket, runs on a phone hotspot so it travels with you, and from Level 30 onward, Sweekar cannot die. The emotional investment compounds for years. What you build together is yours and it keeps going. That last detail is the one that sticks. Someone actually engineered emotional longevity into the product brief, and that’s worth paying attention to.

Navimow H5 Pro: The Robotic Mower That Finally Does the Edges

Robotic lawn mowers have gotten remarkably good at the easy 80% of the job and left everyone dealing with the same annoying leftover, the trim along fences, flower beds, and hedgerows that no autonomous mower could quite reach. Segway Navimow, the world’s No. 1 wire-free robotic lawn mower brand by retail sales volume for two consecutive years, built the H5 Pro specifically to close that gap, using a breakthrough EdgeMaestro extendable robotic arm for true zero-edge mowing. The arm pushes the cutting system out 7.7cm beyond the mower’s body, letting it trim flush against borders and obstacles instead of leaving that familiar uncut strip that sends homeowners out with a separate trimmer every weekend. It’s a genuinely clever mechanical solution to a problem that’s been treated as an acceptable limitation for years, mostly because nobody had bothered to engineer around it properly.

What makes the H5 Pro worth watching at IFA specifically is that this is Navimow’s first appearance at the show, after building its reputation almost entirely on the gardening and outdoor living expo circuit. That’s a notable shift in venue for a brand whose audience has traditionally been landscapers and homeowners rather than gadget crowds, and it says something about how robotic garden tech is increasingly being read as consumer tech rather than a niche horticultural category. The H5 Pro also carries a thermal sensor that protects hedgehogs and other small animals even in low-light conditions, a detail that fits Segway’s stated push toward mowing technology that’s thoughtful about the wildlife sharing the same lawn, not just efficient at cutting grass. Alongside the existing X4, H2, i2, and Terranox lines, the H5 Pro rounds out a lineup built for gardens of every size and complexity, and its arrival at a tech show rather than a gardening fair suggests Navimow is angling for a bigger, more design-conscious audience going forward.

QIVIKA Smart Scope: Photograph Saturn’s Rings, From Your Pocket

Smartphone camera hardware has had a wild few years. Periscope lenses pushed optical zoom past 5x, then 10x, then further, and the gap between a phone and a dedicated camera narrowed considerably. But there’s a ceiling, and the people who actually want to see lunar craters in detail, or pick out a bird species from 200 metres away, still had to choose between carrying dedicated optics that require setup and expertise, or making do with a phone camera that simply couldn’t bridge the distance. QIVIKA’s Smart Scope is a direct answer to that gap. Using a precision periscope optical architecture to fold the optical path into a compact form factor, it delivers 25x optical magnification and up to 3000mm equivalent focal length at approximately 300g, bringing high-performance long-range optics into a genuinely portable smartphone-based system. ED low-dispersion glass and multi-coated optics help preserve clarity and contrast, bringing distant subjects from lunar details to birds and wildlife within reach of a smartphone. That’s a meaningful spec for the price point, and the form factor is the real story: it clips onto your smartphone.

The hardware is only half the pitch. QIVIKA combines long-range optics with on-device AI composition. The AI analyzes the live view directly on the device and provides real-time framing assistance, helping users capture distant subjects more effectively, without cloud processing or an internet connection. This brings computational intelligence directly into the long-range imaging experience. The app splits into three intelligent shooting modes covering solar, explore, and deep sky use, with a Smart Sky Guide that overlays constellation lines and guides users to celestial targets with on-screen directional arrows, functioning essentially as GPS for the night sky. The birding side of the app is equally considered: AI identification supports 10,000+ bird species, while Life Lists, personal birding maps, community-shared locations, and observation records turn individual sightings into a growing personal exploration history. The whole experience is built around the loop of observe, capture, identify, remember, and explore, which means the product gets more valuable the more you use it, rather than plateauing once the novelty of the optics wears off. At $359 with a Kickstarter launch coinciding with IFA, it’s targeting exactly the kind of curious outdoor person who wants to look further without becoming an astronomer.

Yanhe Technology: The Solar Cell That Fits Inside Your Smart Glasses

Most of the products in this roundup are end products, things you hold, wear, scan with, or talk to. Yanhe Technology is something different. It’s the infrastructure layer that makes the whole category more interesting. The pitch is elegantly simple: perovskite solar cells thin and efficient enough to build directly into everyday devices, so the smartwatch on your wrist, the AI glasses on your face, or the smart lock on your front door can top itself up from whatever light happens to be in the room. The indoor low-light power solution activates at an illuminance below 20 lux, achieves power conversion efficiency of more than 30% under low-light conditions, and carries an indoor service life exceeding 10 years, supporting devices such as keyboards, mice, smart locks, remote controls, AIoT sensors, and electronic shelf labels while reducing reliance on batteries or power cables. The component thickness sits below 0.5mm with an areal density below 0.15g per square centimetre, which means it conforms to curved and arbitrary freeform surfaces, including smart wearables and automotive aerodynamic contours. A module with a 1.7 square centimetre aperture can initiate power generation at just 20 lux, which is dimmer than most indoor spaces ever get.

The manufacturing story is what separates Yanhe from a university lab with a press release. The company has built the world’s first 100MW fully automated production line for consumer-grade perovskite modules, supporting 24-hour lights-out manufacturing, consistent product quality, and volume delivery. Yanhe is among the world’s first perovskite companies to receive TÜV Rheinland certification in accordance with IEC 63163. Its products are now available in more than 50 countries and integrated into the supply chains of over 100 brands, with collaborations established with Lenovo, Samsung, and Xiaomi. Founded in 2024 by a team out of Peking University and Columbia, that’s a remarkable amount of ground covered in a very short time. The bonus detail that makes this feel genuinely sci-fi: alongside its consumer business, Yanhe is developing perovskite photovoltaic solutions for space applications, has completed an engineering prototype of a flexible roll-out solar wing, and has begun ground-based engineering validation, with a satellite model and a space photovoltaic module also on display at IFA. So yes, they’re powering your keyboard from room light and also building solar wings for satellites. Just a Tuesday for Yanhe, apparently.

ACEMAGIC F9A Series: When the Server Room Fits on Your Desk

Running a local LLM at 200-billion-parameter scale on a 1.3-kilogram box that sits next to your monitor sounds like a footnote in a spec sheet, but the ACEMAGIC F9A Mini Workstation makes it the headline. The chassis comes in two configurations: the F9A-395 powered by AMD Ryzen AI Max+ 395 with 128GB of max memory at 8000MT/s, and the F9A-PRO 495 with AMD Ryzen AI Max+ PRO 495 scaling up to 192GB at 8533MT/s. On the AI inference side, the 395 supports up to 96GB of shared memory on Windows for MoE models up to 200B parameters, while the PRO 495 pushes that to 160GB of shared memory and models up to 300B parameters. Both variants share the same aerospace-grade aluminum unibody with a fingerprint-resistant finish, a hidden bottom air intake for improved airflow, and 3,000-plus ventilation holes across both sides for sustained full-power CPU performance. Keeping that thermal headroom intact is a five-heat-pipe turbo fan with a 3D air duct, sustaining 140W peak and 120W TDP without throttling during long-running AI workloads. OCuLink via PCIe 4.0×4 adds flexible expansion for external GPUs, compute cards, data acquisition cards, and industry-specific devices through an expansion dock.

The connectivity list punches well above the 2-liter form factor. Dual 2.5GbE ports handle high-speed wired data transfer for cloud computing and external services, while Wi-Fi 7 delivers twice the bandwidth of Wi-Fi 6 with support for 4096-QAM, Multi-RU, and Multi-Link Operation. HDMI 2.1, dual USB4, and DP2.1 combine to support four simultaneous 8K@60Hz displays for multi-screen creative setups. A quad-DMIC microphone array provides 360-degree far-field voice recognition with a built-in noise-canceling mic chip and 2W x 2 DTS speakers, making it viable for meeting rooms and home AI hubs. Dual M.2 NVMe slots on PCIe 4.0×4 support up to 8TB with RAID 0 and RAID 1 configurations, and both SSDs get thermal pads and aluminum plates for cooling. The broader pitch ACEMAGIC is making is a clean one: plug-and-play from a standard outlet, no server room, quiet and energy-efficient, a one-time investment with no recurring costs, and local processing for data security.

GEEKOM Mini PCs: The Mini PC That Makes Your Tower Look Embarrassed

Mini PCs have had a quiet decade of steady credibility-building. What started as underpowered boxes for digital signage and light home-theater use has, thanks largely to AMD’s Ryzen and Intel’s latest mobile silicon, turned into a genuine alternative to full desktop builds for a surprising range of workloads. GEEKOM has been one of the more consistent players in that space, and we’ve covered the brand on Yanko Design before, noting that the case for a palm-sized PC has never been more compelling than right now, when the chips inside them have stopped making excuses. At IFA, GEEKOM is showing two products that sit at very different points on the performance spectrum, and together they make a pretty complete argument for the category. The A9 Mega is the AMD flagship, built around the Ryzen AI 9 HX 370 with its 12-core, 24-thread architecture, 50 TOPS of NPU performance, and up to 64GB of DDR5-5600 RAM. That NPU figure puts it squarely in Microsoft’s Copilot+ PC certification territory, meaning this is hardware built for the current wave of on-device AI workloads, local large language models, real-time transcription, and AI-assisted creative workflows, running entirely without a cloud connection.

The IT13 Max is the Intel counterpart, and it plays a slightly different game. Built on the Intel Core i9-13980HX, a 24-core, 32-thread processor with a 5.6GHz peak boost clock, it supports up to 96GB of DDR5 RAM and up to 4TB of NVMe storage across two M.2 slots. That memory ceiling is unusual for a device this size, and it’s what makes the IT13 Max interesting for professionals running virtual machines, large datasets, or memory-intensive creative applications who genuinely cannot justify a full tower but also cannot afford to compromise. Both units support triple 4K display output, meaning a three-monitor productivity setup from a box smaller than most external hard drives, which remains one of those specs that sounds made up until you’re actually looking at the back panel. GEEKOM backs both products with a three-year warranty, which is the unsexy detail that actually closes the deal for anyone considering replacing a desktop. The whole pitch across both machines is that raw performance and physical footprint stopped being a trade-off a while ago, and these are the receipts.

The post Smart Glasses, Robot Dogs, AI Tamagotchis, and Desk-Sized Supercomputers: How IFA 2026 Redefined Robots first appeared on Yanko Design.

Finally, Learning Robotics Doesn’t Cost a Five-Figure Lab

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For most of the last decade, if you wanted to actually build and train a robot, you needed one of three things: a university lab, a five-figure budget, or a job at a tech company willing to foot the bill. The tools existed, but the entry price kept ordinary curious people locked out of the room. That gap between “I want to understand AI in the physical world” and “I can actually afford to try it” has been the quiet, unglamorous problem holding back a whole generation of hobbyist roboticists.

Microduck, the new pre-order from French robotics company Pollen Robotics and AI platform Hugging Face, closes that gap for $399. It is a 25-centimeter biped that walks, sits, crouches, picks small objects up with its beak, and gets back up on its own after a fall. It even roller-skates. Under a shell built with 15 motors, a camera, a depth sensor, and two IMUs, it runs on fully open-source software, which means you are not just buying a cute desk companion, you are buying a real, hackable platform for training reinforcement learning models on hardware you can hold in one hand.

Designer: Pollen Robotics

Pollen Robotics is not new to this space. Last year the team launched Reachy Mini, a small desktop robot built purely for face-to-face interaction, and more than 10,000 of them found homes with developers and tinkerers around the world. Microduck is what happened when that same team asked a different question: what if the robot did not stay on the desk at all, but actually moved through your house? That shift from stationary companion to mobile, fallible, get-back-up-and-try-again machine is, to me, the more honest representation of what learning robotics actually looks like. Real robots fall down. Good ones figure out how to stand back up.

I will admit the duck framing initially struck me as a marketing gimmick, the kind of cute mascot skin slapped onto serious tech to make it more shareable. But the more I read about the design choices, the articulated beak that doubles as a gripper, the roller-skate foot swap, the four soft colorways named Cream, Graphite, Lavender, and Sky, the more it felt deliberate rather than decorative. A humanoid robot falling over looks like failure. A duck robot falling over and waddling back up looks like a duck being a duck. That emotional permission to fail without embarrassment might be the smartest design decision in the entire product, because it lowers the psychological barrier to experimentation just as much as the price tag lowers the financial one.

Weighing in under 800 grams and priced before taxes and shipping, Microduck ships to North America, Europe, and the UK before Christmas 2026. Hugging Face CEO Clem Delangue called it part of an effort to “democratize physical AI and world models,” and whatever you think of Silicon Valley mission statements, the market response backed it up fast. Within roughly a day of pre-orders opening, demand reportedly pushed sales past the $26 million mark and the duck went to backorder. That is not a niche hobbyist purchase pattern. That is a signal that a lot of Americans, tech-curious but priced out of serious robotics until now, were simply waiting for an affordable, unintimidating way in.

There is a broader mood shift happening in how the country talks about AI right now, somewhere between exhausted and skeptical, tired of chatbots that talk in circles and promises that never quite land in the real world. Microduck feels like a small, tangible answer to that fatigue. You cannot hug a language model or watch it recover from a stumble. You can with this. For $399, families, students, and weekend tinkerers get a genuine on-ramp to physical AI, not a toy pretending to be smart, but a real machine willing to be clumsy in front of you while it learns.

Pollen Robotics has been upfront that Microduck will not solve robotics’ hardest problems, and it should not have to. What it offers instead is something rarer than a breakthrough: a starting point that is actually within reach.

The post Finally, Learning Robotics Doesn’t Cost a Five-Figure Lab first appeared on Yanko Design.

Meet the Robot Dog Built to Climb Your Stairs With Your Packages

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I’ve lost count of how many times a delivery robot has shown up in a video, rolled confidently across a parking lot, and then just stopped at the base of a staircase like it hit an invisible wall. That has always been the real bottleneck in last-mile delivery, not the miles of open road but the last twenty feet of stairs, curbs, and uneven walkways leading to an actual front door. Robot.com’s new concept, R-dog, is the first design I’ve seen that treats that problem as the whole point rather than an afterthought.

R-dog is a four-legged robot with wheels built into its feet, plus a furry tail and a face designed to look approachable rather than robotic. Its four flexible legs bend at the knee, letting it climb stairs, step over thresholds, and cross the mixed, unpredictable terrain that trips up wheel-only robots, while the wheels themselves handle flat ground efficiently. It’s a hybrid design that finally matches the actual geography of a residential delivery, and it’s the kind of practical engineering that makes you wonder why every delivery robot before this one settled for wheels alone.

Designer: Robot.com

The cargo compartment doubles as the robot’s body, and it’s large enough to carry multiple packages at once, whether that’s stacked food orders sitting alongside standard parcels. Once R-dog reaches your door, an unattended auto drop-off feature completes the handoff without anyone needing to be home, then it moves on to its next stop. For dense urban blocks and residential neighborhoods with walk-ups, that’s a genuinely useful piece of infrastructure, not just a cute demo built for a press release.

Here’s where the story gets a little more complicated, and I think it’s worth sitting with rather than glossing over. R-dog isn’t only a delivery robot. It also runs on Robot.com’s R-ads platform, meaning it can carry branded advertising campaigns as it moves through neighborhoods and hold natural voice conversations with anyone who stops to interact with it. The design leans into this on purpose. R-dog’s look is built specifically to attract attention and encourage people to walk up and engage with it, and that furry tail is doing exactly the job it was designed to do.

I don’t think that’s a dealbreaker, but it does raise a fair question. Is this a delivery robot that happens to carry ads, or an advertising platform that happens to carry packages? One outlet covering the reveal asked almost the same thing, noting that R-dog “definitely could be both,” and admitting the answer isn’t settled yet. I appreciate that kind of honesty from the coverage, because pretending this is purely a delivery innovation would undersell what the company is actually building here.

On the technical side, R-dog runs on REMI, Robot.com’s fleet management platform, and its navigation comes from FieldAI’s Field Foundation Models, which let it operate in unpredictable real-world environments without needing the area pre-mapped first. That matters enormously for a robot meant to handle whatever staircase, curb, or oddly angled walkway it encounters next. Robot.com has been building robots since 2017 and currently has more than 500 deployed across the US, Canada, Dubai, and the MENA region, having completed over 2.5 million tasks. R-dog joins an existing lineup that includes the R-kiwi for campus deliveries, the R-cargo for industrial logistics, and the humanoid R-noid.

Commercial deployment is planned for 2027, and pricing hasn’t been announced. What I keep landing on is that R-dog solves the one problem that has quietly limited every delivery robot before it. Whether it ends up remembered as the design that finally cracked the last twenty feet, or as a very charming way to get people to look at ads, will depend entirely on how it’s actually deployed once it leaves the concept stage. For now, it’s the most convincing answer I’ve seen to a problem that’s been sitting in plain sight for years.

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Watti Is the Robotic Desk Lamp That Wants to Know What You’re Doing Before You Ask for Light

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The desk lamp has been, essentially, a solved problem since Edison. A light source, a shade to direct it, and a switch. Every design evolution since then has adjusted the aesthetics or added a dimmer; the functional premise, that a lamp sits passively until pointed and switched, has remained largely untouched for more than a century. Watti is an attempt to challenge that premise at every level, simultaneously and on purpose.

At first glance, Watti reads as a robotic arm that happens to have a light on the end. Five independently motorized axes control the base, shoulder, elbow, neck, and head, each driven by a RobStride motor that reports its position back to the computer. That range of motion gives the lamp the articulation of a traditional Anglepoise-style design, except it can get there on its own with measured precision.

Designer: Nikolay Tyulkin

A ring of 45 individually addressable WS2812 RGB LEDs provides the actual light output, and a Raspberry Pi 5 running ROS 2 coordinates the whole system. The camera is what separates Watti from a sophisticated motorized fixture. An Orbbec Astra Mini S captures both color and depth data at 640×480 resolution and 30 frames per second, giving the system a three-dimensional view of whatever sits in front of it.

Those streams are visible in the companion software but not yet acted on in a meaningful way; the lamp can see the desk without fully understanding what’s happening there. That gap is precisely what the project is working to close. Hand tracking, automatic work-area illumination, and 3D scanning are all on the development roadmap, which would let the lamp decide where to point itself based on where hands are positioned and what is being worked on, without any manual adjustment.

Even before those features arrive, Watti is already more programmable than most dedicated lighting tools. Watti Studio, a browser-based visual editor, lets users compose scenes that coordinate motion and light on a shared timeline. A virtual model of the five-axis lamp renders in the editor so poses and LED configurations can be arranged, previewed, and refined without a physical unit present. When a scene is ready, it’s packaged and transferred to the Raspberry Pi, which runs it locally without a continuous connection back to the browser.

The prototype runs on an external 24 V, 10 A power supply and uses approximately $700 worth of parts. That puts it firmly in research and enthusiast territory for now. Plans to release hardware files, the bill of materials, electrical diagrams, the communication protocol, and example scenes would eventually make it a fully buildable project for others who want to take the concept further.

What Watti points toward is a lamp that treats lighting as a spatial and contextual problem rather than a manual adjustment. A light that can track where work is happening, adapt its position in real time, and coordinate color and intensity without interrupting the task at hand is a fundamentally different object than a lamp with a flexible neck. The premise sounds obvious once stated, which is usually a sign that someone should have built it sooner.

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A Robot Dog That Wants You to Go Outside? Lassie Might.

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Dogs have a way of making you do things you wouldn’t otherwise do. Get out of bed on a rainy morning. Walk around the block just one more time. Stop and talk to the stranger whose dog has already decided you’re friends. That behavioral magic, the way a dog quietly anchors your day to movement and connection, is exactly what a new design concept called Lassie is trying to bottle.

Designed by Jungmin Park, Hyeonji Yang, and Junghyun Kim, and Specif.ic, Lassie is a robot companion framed not as a novelty or a tech flex, but as a genuinely purposeful object. The concept reimagines what a robot dog can be when the goal isn’t to simulate a living animal, but to borrow the social mechanics that make real dogs so quietly good for us. The distinction matters more than it sounds.

Designers: Jungmin Park, Hyeonji Yang, Junghyun Kim, Specif.ic

Most robot dogs on the market, from Boston Dynamics’ Spot to Sony’s Aibo, are designed to impress. They’re engineering showcases, objects that perform agility or affection in ways that feel slightly alien even when they work perfectly. Lassie takes a quieter path. Its rounded, fabric-wrapped body is soft and approachable rather than sleek and intimidating, somewhere closer to a plush toy than a machine. That’s a deliberate aesthetic choice, and a smart one. When something looks warm and familiar, people naturally engage with it differently. The texture and softness signal approachability, not capability, and in this case, that’s exactly the point.

The design features customizable fabric suits and interchangeable leg modules, which means Lassie can adapt to different lifestyles and settings rather than arriving as a fixed, finished product. That modularity feels important. It signals that this isn’t meant to be a passive object you display; it’s meant to evolve with you. Whether that’s a practical consideration or mostly a design language statement at this stage, it still communicates the right values: flexibility, ownership, and personalization.

The core proposition is that Lassie encourages you to go outside, explore your city, and meet people along the way. It leans into the same behavioral nudges that real dogs provide, the social permission to be out in the world, to slow down and notice things, to become approachable to strangers. Dog owners know this phenomenon well. The dog is often less a companion than a social passport.

My instinct says this framing is sharper than most wellness tech promises, because it’s not asking you to track your steps or hit a goal. It’s asking you to have a companion. That’s a meaningfully different pitch, and one that’s considerably harder to ignore, forget, or eventually uninstall. Fitness trackers tell you what you should do. A companion, even a robot one, makes you want to do it.

The visual language of Lassie is worth sitting with, too. Rendered in soft sage green, white, grey, and charcoal black, it occupies a quiet space between sculpture and product. The camera lens embedded subtly in the face gives it just enough presence to feel alive without trying too hard to be cute. Compared to most robot dogs, which tend to oscillate between unsettling realism and obvious plasticity, Lassie lands somewhere more restrained and genuinely considered.

The real test, of course, is whether any of this holds up beyond concept renders. Robotics is littered with beautifully designed ideas that quietly disappear before reaching a single living room. But the thinking behind Lassie doesn’t feel like it needs a fully functional robot to prove its point. The question it’s posing, about what we actually want technology to do for our physical and social lives, is exactly the right one to be asking right now.

We keep building tools that make us more comfortable staying still, more insular, more mediated. A robot dog specifically designed to push back against that tendency is, at minimum, asking the correct question. And if it eventually gets made and actually works? That would be genuinely worth the walk.

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Narwal’s 31,000Pa robot vacuum has a flattened roller mop and a dock that looks like decor

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There are two things robot vacuum brands rarely linger on for long, probably because neither one looks especially glamorous in a product keynote. The first is the dirty mop problem, where a machine starts with good intentions and ends up dragging around a damp record of everything it picked up ten minutes earlier. The second is the dock problem, which is easier to ignore in press shots than in real life, especially when that dock has to sit in your bedroom, hallway, or living room looking like a squat little appliance monument. Both of those problems have been present since the earliest robot mop launched, and both have been quietly shuffled behind flashier features ever since. For a category built on convenience, that has always felt like a pretty strange compromise.

The Narwal Freo 20 is interesting because it goes straight for those two pain points instead of dressing them up as side benefits. Its flattened Track Mop keeps cleaning itself in real time with hot water, pressure, and built-in dirty water extraction, which is a much more convincing pitch than the usual promise of “better mopping” with no explanation attached. Then there is the dock, wrapped in a woven texture that feels more like something designed for a home and less like a machine you are expected to hide behind a plant. That combination gives the Freo 20 a sharper identity than most robot cleaners. It seems tuned to the actual experience of living with one, mess, maintenance, decor, and all.

Designer: Junbin Zhang

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Sixteen precision nozzles spray 140°F water directly onto the Track Mop mid-operation, while a built-in scraper and high-pressure air pump strip the dirty residue out and route it into a separate tank. The mop itself is shaped differently from a conventional roller: its flattened structure creates a floor contact area up to seven times larger than a standard round roller under the same conditions, which means more even pressure distribution and stronger scrubbing per pass. When the system detects a stubborn stain, the mop rotates against the direction of travel and applies 12N of downward pressure, roughly the equivalent of pressing your palm firmly into the floor. Keeping a flattened roller tensioned, spinning, and self-cleaning all at once required Narwal’s engineers to develop a dual-axis internal structure that coordinates those movements with real precision. Without that mechanical control, the mop would lose consistent floor contact, and the whole self-cleaning loop would fall apart under normal use. First developed and introduced by Narwal last year, the technology was initially reserved for the brand’s flagship models, while both its design and manufacturing process have continued to be refined and improved over the past year. With Freo 20, the Track Mop is now being incorporated into the Freo series, marking a first step toward extending the technology to a broader range of price points.

NarMind Pro handles navigation and behavioral decisions using dual RGB cameras and a recognition library covering over 300 household objects with 99% claimed accuracy. The more interesting part of that system is how contextually it applies the recognition: pet zones trigger a suction boost, baby areas trigger quiet mode, and dirtier sections of floor get a different cleaning strategy rather than the same treatment as a clean stretch of hardwood. The 99% obstacle recognition rate also means better cord and furniture leg avoidance in practice, which matters more in lived-in homes than it ever does in a controlled demo. There is also a live video function built in, letting you check on the house or keep an eye on a pet while the machine works. That last feature earns more goodwill in daily use than most spec-sheet highlights ever do.

At 31,000 Pa, the Freo 20 delivers unusually strong suction for a product at this price tier, and the DualFlow Tangle-Free System handles hair pickup in a way that will matter more to most households than any lab benchmark. EdgeReach Technology extends the side brush or mop during wall-edge passes to improve coverage along baseboards and in corners, where a surprising amount of floor grime tends to accumulate undisturbed. The robot also handles threshold crossing up to 4 cm, covering the minor height differences between floor types that cheaper models tend to stumble on. Narwal claims 99% debris pickup on tile and 99% hair pickup in Super Powerful Mode, both from in-house lab testing. Those numbers come with the standard real-world-may-vary caveat, but the spec sheet is competitive across the board.

Narwal’s fabric-inspired woven-texture dock is described as an industry first in robot vacuum design, and looking at how the rest of the category handles dock aesthetics, that claim is easy to believe. Most docks are designed as if they will live in a utility cupboard, when in practice they spend their lives parked in the middle of a living space next to a couch or a side table. The woven finish gives the Freo 20’s dock a quieter presence, one that sits more naturally beside soft furnishings or wood surfaces than a glossy plastic tower would. Functionally, the dock handles auto-emptying, hot water mop washing, and hot air drying, stretching maintenance intervals to up to 120 days. The design and the function are making the same argument: the best home robot is one you eventually forget about.

The Freo 20 goes on sale August 20 at a launch price of $899.99 along with a free advanced kit, valid through September 3, before settling at its MSRP of $1,099.99. Code YANKOF20 gets you an additional $50 off through August 26 on both Narwal’s site and Amazon.

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Unitree launches humanoid robot that’s faster than Usain Bolt, and spot jumps higher than any athlete

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If you also think a robot Olympics is on the verge of happening anytime soon. You could just be right. If and when that happens, Unitree’s “Superman” would probably break American swimmer Michael Phelps’ record for the most gold medals in a single Olympic Games.

To give us a glimpse of that future, China’s Unitree – which recently became the first general-purpose robotics company to debut on Shanghai’s stock exchange – unveiled a humanoid robot on August 17, which it says “can outrun and outjump top human athletes.”

Designer: Unitree

In the demo video doing rounds on the internet, the Unitree Superman (as the humanoid robot is called) can be seen pulling off a standing high jump of 2 meters. It also makes a dash at the speed of 12.66 meters per second, which is a tad faster than the 12.4 m/s speed that Usain Bolt achieved when he completed the world-record-setting 100 m run in only 9.58 seconds. This calculation would stand true if the Unitree humanoid runs 100 meters at the same speed that it has clocked in its demo dash.

With the kind of feat the Chinese Superman has pulled off, it has conveniently surpassed human ability by a margin. With this standing high jump and running speed, it has done what no human has ever achieved. And considering the progress companies like Unitree are making on robots in the labs, gyms, and training grounds, we are going to fall behind, and robots will throw us on the sidelines to conduct their own Olympics Games soon.

Hangzhou-based Unitree has been ahead of most robotic companies in China. In fact, it is considered the most influential one, with backing from companies including Tencent, DeepSeek, and Alibaba. Its fanfare can be gauged from the unprecedented IPO it made. The company’s stock, according to Bloomberg, skyrocketed by 629% to a $66 billion valuation on its first day of trading on August 19.

The IPO from the company, which already has a robot dog, humanoid kung fu fighter, and a service robot on the market, has left all financial pundits bewildered. And the new achievement of the Superman humanoid has only substantiated investors’ faith.

According to Unitree, the jumping and speeding robot, which has 0.85-meter-long legs, is a work in progress and is likely to feature improvements to its capabilities in the coming months. Until that news comes in, you can check out some of the more extraordinary Unitree robots, like the transforming Mecha robot or this one that can even do cartwheels.

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A Goat-Headed Robot With a Chainsaw Is Actually a Great Idea

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The first time I saw Threehalves, I did a double take. Seven feet tall, four-legged, with a horned goat head and glowing eyes, it looks less like a piece of modern engineering and more like something conjured from ancient mythology. It’s the kind of design that makes you laugh and feel slightly unsettled at the same time. Which is probably why, when images of the robot surfaced online last month, the internet absolutely lost its mind over it. But here’s the thing: behind all the viral chaos and sleep-paralysis-demon jokes, Threehalves is one of the most thoughtfully reasoned robot designs I’ve come across in a while.

Developed by Satyress, a small startup out of Auburn, California, Threehalves is described as a “superhumanoid general purpose robot.” Its creator, Beau G., spent about four years building the concept, inspired in part by the wildfire-prone foothills of the Sierra Nevada where he lives. The premise is simple and, frankly, hard to argue with: some jobs are too dangerous for humans, but they still need doing. Threehalves is designed to be the one doing them.

Designer: Satyress

The centaur form factor isn’t a gimmick. The humanoid upper body and arms were deliberately chosen so the robot can operate tools designed for human hands, things like chainsaws, impact guns, and other heavy equipment that most existing robots struggle to interface with. The four-legged lower body provides stability on rough terrain, which is no small feat in environments like wildfire zones, collapsed buildings, or toxic sites. The quadruped base uses friction-braked joints, which means it consumes no power just to stay still. That’s a practical engineering decision that speaks to how seriously Satyress is thinking about real-world deployment.

The operation method is equally considered. Threehalves is teleoperated using a joystick controller, similar to a gaming setup, which dramatically lowers the skill barrier for the people using it. Beau describes the controls as abstracted: the joystick tells the robot where to go, and the robot handles its own balance. Think of it like modern autopilot. The operator focuses on positioning and task execution rather than the physics of movement. That’s a genuinely smart approach to making a highly capable machine accessible to tradespeople and emergency responders who don’t have engineering degrees.

The design also carries a kind of radical honesty with it. The Satyress website lists the robot’s limitations openly, including the fact that Threehalves struggles to fit through a standard American doorway and cannot turn around in a narrow hallway. Larger horns can even be fitted to prevent it from passing through pedestrian doors altogether. It’s a rare thing in the robotics industry, an upfront acknowledgment that this machine is built for wide-open, unpredictable environments rather than office corridors or domestic spaces. That kind of transparency does more for the brand’s credibility than any polished launch video could.

One thing Beau said has stuck with me since I first read it. The tagline on the Satyress website reads: “No job is worth your health, safety, limbs, or life. That doesn’t mean a job isn’t worth doing.” It’s the clearest articulation of why this design exists, and it reframes the whole conversation. We tend to discuss robots in terms of what they’ll replace, but Threehalves is asking something different entirely. What if the real goal was to keep human bodies out of harm’s way while keeping human expertise firmly in control?

As for the goat head and the horns? Apparently intentional in their strangeness. “If we had nefarious goals, we probably wouldn’t have made it look like that,” Beau told Fox Weather. It’s the kind of quote that sounds like a joke until you realize he means every word of it, which is exactly the energy you want from someone building a chainsaw-wielding centaur robot for disaster zones. Threehalves is still in prototype stage, but the conversation it’s started feels long overdue. Not all humanoid robots need to walk through your front door or pass for human. Some of them just need to go where humans can’t, and do what humans shouldn’t have to.

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Humanoid Robots Don’t Fit in Store Aisles, So Robbyant Fixed That

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Service robots have been making steady progress in controlled environments, but deploying them in real commercial spaces has always come down to one stubborn problem: most indoor spaces weren’t built with them in mind. Supermarket aisles, retail corridors, and home hallways run narrow, and rebuilding or widening them to accommodate a humanoid robot isn’t a cost that any business would willingly absorb just to install one.

The Robbyant R2 approaches that problem from the chassis up. Built on a 455 mm rectangular base with a body width equal to human shoulder span, it can navigate 650mm aisles smoothly, making it the first wheeled humanoid robot to clear that threshold. Its 360° omnidirectional mobility and precise obstacle avoidance mean it can operate in tight commercial and residential spaces without any layout changes to the space itself.

Designers: Yupeng Hu, Mingwei Zhang, Qi Huang, Yuxuan Liu, Zhewen Wu

The arm system is where that compact footprint pays off most concretely. Dual arms with seven degrees of freedom, each capable of lifting up to 5kg, give R2 enough reach and dexterity for sorting stock, moving items between locations, and handling everyday objects that typically require human hands. The range of motion this unlocks is considerably closer to a natural human arm than a conventional industrial manipulator.

Working alongside people in a shared space also means communicating in ways that don’t make them uncomfortable. R2 does this through a binocular depth camera, a 360° microphone array, a speaker, and dynamic lighting that shifts in sync with its movement. Facial expressions and coordinated body language allow it to signal intent in real time, giving people around it the kind of readable cues that make shared spaces feel manageable.

Safety is built into the physical structure rather than treated as an add-on. Flexible anti-pinch joints along the body and arms prevent fingers or objects from getting caught in moving parts without slowing autonomous operation. A honeycomb structure across the chassis handles impact buffering and heat dissipation simultaneously, and automatic locking brakes engage in emergencies to stop the robot before a situation can escalate into something worse.

The chest houses a modular interaction platform that changes R2’s function depending on where it’s deployed. Slotting in screens, NFC readers, barcode scanners, or lighting modules lets the same hardware shift between home service, retail, and industrial settings without structural changes. Replacing individual modules instead of the entire unit keeps ownership costs lower over time and reduces the amount of electronics that gets discarded when requirements change.

The structural logic extends to manufacturing efficiency. A symmetrical body design cuts the number of molds required in half, reducing material waste and production overhead from the start. The signature Mocha Whisper finish, soft fabric accents, and warm CMF palette give R2 a noticeably different presence from the plain white industrial shells that most service robots wear, making it less intrusive in home and retail environments where aesthetics matter.

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