Six‑axis Robots Enable True 3D Printing
Print in 3D space. That is a fascinating look at non-planar 3D printing, specifically using a 6-axis motion system. Instead of the traditional "layer-by-layer" approach where the printer head only moves on a flat 2D plane X and Y before stepping up Z, this machine uses robotic arms/ fixtures and a tilting bed to print in 3D space simultaneously. —— Weekly robotics and AI insights. Subscribe free: 22astronauts.com
Nanoliter Precision Turns Lab Robots Into Full Automation
This is real time. You can see how stable the motion is. A system placing droplets between 1 nanoliter and 1 microliter inside a 96 well plate with almost perfect repeatability. No shake. No drift. No overshoot. The robot keeps...
World’s Smallest Robot Arm Achieves Sub‑Micrometer Precision
The world's smallest industrial robot arm Built for sub-micrometer precision. Here’s a behind-the-scenes look at how to control what is likely the world’s smallest and most precise industrial robot arm using custom software. The stack includes online and offline programming...
Programmable Pin Grid Enables Tool‑Free Rapid Moulding
Polymorphic moulding: a manufacturing method that forms parts using a grid of computer-controlled pins: Each pin can move up or down independently, so together they shape a surface that acts like a custom mould. Instead of building a fixed mould...
R
A Diffusion Foundation Model for Bimanual Manipulation. RDT-1B is a 1B-parameter (largest to date) imitation learning Diffusion Transformer pre-trained on 1M+ (largest to date) multi-robot episodes. GitHub: https://lnkd.in/dUmGRibU ——- Weekly robotics and AI insights. Subscribe free: 22astronauts.com
Arduino‑Powered Acoustic Levitator Suspends Objects in Midair
A student built a real anti-gravity machine… using an Arduino. How to Make an Acoustic Levitator: Arduino Nano + motor driver + about 60 ultrasonic transducers. They all emit ~40 kHz sound. The sound waves meet and form fixed pockets...
Humanoid Robot Performs Real-Time Parkour via Perception
Not a preplanned motion sequence. A robot deciding mid-jump what to do next. [📍 paper + demo] Researchers just showed a humanoid doing real parkour using only onboard perception. No motion script, no fixed obstacle layout. The system is called...
From Software to Robots: Making Automation Affordable and Deployable
🎙️ Evan Beard is the co-founder and CEO of Standard Bots , building AI-trained industrial robot arms designed to automate real factory work, not demos: In this episode, Evan shares a founder path that started in software startups and Y...
3D‑Printed Lattice Tires Eliminate Air and Suspension
3D printed tires Pure 3D-printed lattice magic in TPU that flexes, absorbs insane weight, and keeps rolling. No air or suspension needed. @robotsailor is building next-level robot wheels… fully custom, printed fast on Bambu Lab printers. If you don’t follow...
Open‑Source Motion Capture Using Cheap Webcams
A fully open source mocap system that works with cheap webcams: The FreeMoCap Project A free-and-open-source, hardware-and-software-agnostic, minimal-cost, research-grade, motion capture system and platform for decentralized scientific research, education, and training: https://lnkd.in/dEzJdTBK —- Weekly robotics and AI insights. Subscribe free:...
Language‑Based Policies Enable Zero‑Shot Cross‑Robot Skills
Same task, same scene. Different robot. Everything breaks… LAP trains the model to express motion in plain language, for example “move forward 3 cm” or “tilt 15 degrees” instead of predicting joint torques or tokens. Because language carries structure and...
Robots Build Robots, Generating Data for IPO
robots building robots… • unitree dropped a video of their g1 humanoid assembling robot legs in their own shenzhen factory using the unifolm embodied ai model. yes, robots building robots at actual production speed • the tasks are real bimanual...
Nature-Inspired Robot Mastering Fly, Roll, Walk, Crawl
Bioinspired robot Fly - Roll - Walk - Crawl Multi-Modal Mobility Morphobot (M4), a revolutionary robot inspired by nature's most adaptable creatures. > Capable of multiple forms of movement: flying, rolling, crawling, and more. > Features adaptive appendages that function...
ExtremControl Cuts Teleoperation Latency to 50 Ms
Whole-body control framework that reduces end-to-end latency of teleoperation to 50 ms. [📍it’s open source] Teleoperating a humanoid usually feels like driving through lag. This brings it close to real-time. A new control framework called ExtremControl cuts latency to about...
Brightpick Advances Logistics While Others Dream of Humanoids
Everyone: humanoids will accelerate logistics. Meanwhile Brightpick …
Robotic Microfactory Prints Full-Scale Ship without Dockyard
Shipbuilding normally needs shipyards. This boat came out of a microfactory. Printed by robots. A full-scale vessel made inside an AI-driven facility, not a dockyard. Forget molds, heavy tooling, and offshore fabrication: Just a digital file → robotic print →...
Shared Resources Make Robot Swarms More Resilient
Robots helping other robots so none of them breaks. Instead of every robot needing its own battery, sensors, and connection, they share with their neighbors. If one robot “gets blind” or runs out of power, the others support it and...
Join Builders: Weekly Robotics & AI Insights
if you catch yourself going down rabbit holes about ‣ robotics ‣ ai ‣ physics ‣ mathematics ‣ manufacturing ‣ hardware + software ‣ design ‣ systems ‣ autonomy ‣ control ‣ perception ‣ embedded you’re at the right place....
Interfaces Evolve: Physical Space Becomes the UI
Interfaces are slowly leaving the screen. Instead of pressing buttons, you interact with things that behave like real objects in space. In this case, music stops being a timeline and becomes something you can walk around, touch, and reshape from...
Fully Open‑Source Robotic Arm Lowers Embodied AI Barriers
Open Source Robotic Arm for All Developers [📍Github Below] A robotic arm project (reBot-DevArm) dedicated to lowering the barrier to learning Embodied AI. They focus on "True Open Source" (not just the code), they unreservedly open source everything: > Hardware...
Drones Turn Indoor Strawberry Farming Into Data‑Driven Manufacturing
Strawberries. Indoors. Stacked to the ceiling. Now add drones flying between the rows. In the 4D Bios setup, drones move through vertical shelves and capture high-resolution images of leaves and fruit. Instead of manual inspection, plant health becomes a data...
Essential UC Berkeley Math Primer for Machine Learning
Mathematics for Machine Learning (47-page) An introduction from UC Berkeley Linear Algebra Calculus and Optimization Probability [📍SAVE FOR LATER] https://lnkd.in/dgziZ3xS —- Weekly robotics and AI insights. Subscribe free: 22astronauts.com
Fingertip Redesign Unlocks Human‑Like Dexterity
Can finger position control alone ever match human dexterity? Probably not. The missing piece is contact mechanics: [📍 Paper and Website] Instead of adding more sensors or control tricks, PLATO hand changes the fingertip itself. Each finger combines a soft,...
Detachable Robotic Hand Redefines Dexterity in Tight Spaces
A robotic hand that can detach from its arm, crawl away, pick things up, and then come back to work again. Yes, it looks a bit like Thing from The Addams Family. But the idea behind it is very serious....
High School Team Delivers Practical Robot in Six Weeks
A high school team built a robot climbing system in six weeks. Watching this, what stands out is how practical it is. The mechanism looks thought through, stable, and realistic for competition use. No overengineering, no gimmicks, just something that...
From Neurons to AlphaGo: Robotics Deep Learning Curriculum
Deep learning curriculum for robotics. [📍 Link to Playlist below ] Modern robotics workflows often integrate deep learning models with traditional algorithms for mapping, localization, and control. This playlist builds it from scratch: Single neurons → Backprop → CNNs →...
Stop Building Robot Infrastructure—Use Cloud-Native Platform
The biggest lie in robotics is that you need to build your own infrastructure. One founder just raised $3M to build the “AWS for robots.” 🧵 I talk to founders every week who are burning 80% of their seed round...
All‑Level Robotics Resource Library: Open‑Source Projects & Learning Paths
A complete library of resources that caters to all levels of Roboticists. 📍Save the GitHub for later This one is not a single project or course. It is a curated robotics resource library. Open-source robots Hands-on project ideas Research repositories...
Robotics Must Deliver Real Value, Not Just Hype
Peak robotics demo. Still no dishwasher replacement. And to be fair: this is impressive. The roboticists building this are world-class engineers. But in many conversations with founders, one thing is clear: as an industry, we now have to start delivering...
Mathematical Foundations of Robotic Manipulation Explained
A Mathematical Introduction to Robotic Manipulation. [📍Save for later] It is a foundational robotics textbook that universities use to teach full graduate-level courses. From body motion to manipulation, grasping, control, and nonholonomic planning. This is the mathematical backbone behind robot...
Steer Pretrained Robots in Real Time without Retraining
A training-free framework that guides robot behavior in real time. [📍 Project, paper & videos below 👇] VLS runs uncut, steering pretrained policies across long-horizon tasks. Most robots don’t fail because they lack skill. They fail because their behavior isn’t...
Loki Robotics Focuses Beyond Humanoids, Innovates Differently
Everyone talks about humanoids. Meanwhile, Loki Robotics :
Predictive World Model Lets Robots Learn Tasks Instantly
Robots usually fail for one simple reason: they don’t understand what will happen next. [📍Paper, code & task gallery at the end] > 14B “World Action Model” from NVIDIA : DreamZero… Instead of copying motions or replaying demonstrations, this model...
Sports Discipline Fuels AI-Driven Industrial Automation
"Discipline Is a Transferable Skill" 🎙️ Camilla Mazzoleni is the co-founder & CPO of FORGIS , a Zurich-based startup building an AI operating layer for industrial automation: In this episode, Camilla shares a founder journey shaped long before robotics. She...
Self‑driving Demo Shows Learned Competence, Not Scripted Automation
Keep coming back to this demo because it does something rare: It looks boring... in the best possible way. A vehicle drives itself around a facility, makes reasonable choices, and reaches a waypoint without any visible choreography. No dramatic edge...
Open‑source 3D‑printed Robot Wrist Showcases Early Sharing
3D printed differential robot arm wrist. [👇 GitHub Link - Open Source ] High demand, so they open sourced it early. A differential mechanism released as a test fixture for future robots. Built around their Spectral micro BLDC driver. Parts,...
Open-Source Python Robotics Algorithms for Localization & Planning
A collection of Python robotics algorithms (localization, SLAM, path planning, motion planning). (📍GitHub ) Python sample codes and textbook for robotics algorithms. GitHub: https://lnkd.in/eBZXA22n —— Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Historic 1885 Almond Coupling: Motorized, Support-Free Design
A motorized Almond Coupling, or Bent-Arm Joint. No supports or hardware needed. (📍 Link to Makerworld) It was invented and patented around 1885 as a right angle transmission coupling for steam and gas engines. 📍 https://lnkd.in/eMUV_Kgp —- Weekly robotics and...
Robots Gain Finger-Level Force Awareness for Reliable Tasks
Robots are getting good at copying motion. Force is the harder problem. Too little force and the task fails. Too much force and something breaks. UMI-FT tackles this gap by adding something most learning setups miss: finger-level force awareness. Each...
Robotics Teams Lose Time Rebuilding Infrastructure, Not Algorithms
🎙️ Stephen James is the founder and CEO of Neuracore , and Assistant Professor of Robot Learning at Imperial College London: In this episode, Stephen shares his path from growing up in Wales to spending a decade at Imperial, a...
Open‑Source Dev Kit Enables AI‑Native Robotics Integration
An Open Source Dev Kit for AI-native Robotics. [📍github below ] This repo uses LeRobot's plugin conventions to be automatically detected by a LeRobot installation in the same Python environment. https://lnkd.in/gc5tmifi —— Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Essential ML Resources for Robotics Professionals
A curated list of resources about Machine Learning for Robotics 📍 [Bookmark or you’ll fever find this post again] Machine Learning is becoming a common technique to address robotics tasks. This repository intends cover this usage from a broad point...
Robotic Packaging Cuts Labor, Costs, and Complexity
High-speed food packaging only makes sense if automation actually changes the economics. At Anı Bisküvi A.Ş., a robotic box-filling system from Robentex now runs two lines at a combined 800 products per minute. They moved to a tray-and-lid concept instead...
Genesis: Open Physics Platform for General-Purpose Robotics AI
A generative world for general-purpose robotics & embodied AI learning. Genesis is a physics platform designed for general-purpose Robotics/Embodied AI/Physical AI applications. 📍GitHub: https://lnkd.in/dEB_9zxC ——- Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Curated Open‑Source Robotics Projects to Accelerate Innovation
Open Source Robotics A curated collection of high-quality open source robotics projects, tools, and software to propel the robotics community forward. https://lnkd.in/dEhrHz2V —- Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Synchronized Motors: Precision Drives Reliability in Robotics
A pair of synchronized motors moving as one. You know that feeling when a system is so well tuned it almost looks alive? I like watching this… • Perfect timing, no fighting each other • Lower wear because loads stay...
Open‑Source Robot Arm Enables Low‑Latency Hand‑Teleoperation
Open-source robot arm meets hand tracking [📍GitHub below] It is designed with an industrial mindset but built as a 3D-printed desktop system. PAROL6 paired with a LEAP Motion controller is a nice example of how accessible robot teleoperation has become....
ESP32 Implements PID Control for Ball‑Beam Robotics
PID Control of a Ball and Beam System using a ESP32 microcontroller. Video: https://lnkd.in/dDWGgZFm —- Weekly robotics and AI insights. Subscribe free: scalingdeep.tech
Language-Driven 3D Modeling: Blender Now Programmable via Claude
BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP). > Enables prompt assisted 3D modeling: Blender just became programmable by language. For anyone working in robotics, simulation, digital twins, or 3D content pipelines, this points to a...
Simulation Quality, Not Solvers, Drives Embodied AI Success
🎙️ Steve Xie, Ph.D. is the founder and CEO of Lightwheel , building the simulation and synthetic data layer powering the next generation of embodied AI and humanoid robotics. In this episode, Steve shares a rare founder journey that starts...
