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@IlirAliu_ Avatar @IlirAliu_ Ilir Aliu - eu/acc

Ilir Aliu - eu/acc posts on X about ai, metal, generative, all the the most. They currently have XXXXXX followers and XXX posts still getting attention that total XXXXXX engagements in the last XX hours.

Engagements: XXXXXX #

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Mentions: XX #

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Followers: XXXXXX #

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Social Influence

Social category influence stocks technology brands automotive brands finance countries products gaming celebrities

Social topic influence ai, metal #276, generative #342, all the, realise, opensource, tesla #1952, apple, robot, the world

Top accounts mentioned or mentioned by @ilirai @huggingface @kinematicconvos @lukasmziegler @remicadene @lerobothf @nvidia @builddeeptech @chrisjpaxton @sourcerobotics @northstarbrain @greekschoolofai @pollenrobotics @lethic1 @googledeepmind @figurerobot @kscalelabs @mimicrobotics @ultraroboticsco @copysutra

Top assets mentioned Tesla, Inc. (TSLA) Toyota Motor Corporation (TM)

Top Social Posts

Top posts by engagements in the last XX hours

"This print appears to be happening in midair a new method of 3D printing: It combines direct ink writing with up-conversion particles-assisted photopolymerization. With this method of printing ceramics the need for support structures is eliminated. Paper: Credit: Wohlers Associates - Weekly robotics and AI insights. Subscribe free:"
X Link 2025-12-01T19:05Z 19.3K followers, 865.2K engagements

"🎙 In episode #91 of Building Deep Tech I talk with @Harald CTO at @comma_ai where he and the team are building one of the most interesting autonomy efforts in the world: They work on end to end driving and generative world models is changing how small teams can compete with billion dollar labs. We talk about his path from electrical engineering in Belgium and Santa Barbara to joining comma as one of the earliest engineers. Harald explains how he helped turn a hacker project into a focused engineering team that ships reliable autonomy to thousands of real users. He walks me through"
X Link 2025-12-04T19:02Z 19.3K followers, 6292 engagements

"You need $XXX Billion to solve self-driving Wrong. A small team of engineers in San Diego is doing it with a smartphone chip and a few cameras: . for $999.🧵"
X Link 2025-12-07T14:05Z 19.3K followers, 1.5M engagements

"Ever heard of @realGeorgeHotz The hacker who jailbroke the first iPhone at XX. The guy who cracked the PS3. In 2015 Elon Musk offered him a contract to build Tesla's autopilot. Hotz walked away. He bet he could build something better faster and cheaper himself"
X Link 2025-12-07T14:05Z 19.3K followers, 65.7K engagements

"AI in robotics gets all the attention right now but sometimes the most interesting work is very practical. Viet built a small vision system that counts potatoes on a conveyor belt. No giant dataset. No huge model. Just a clear problem and a smart setup. He used Ultralytics ObjectCounter trained a tiny YOLO11 nano model and because there was no potato dataset he annotated a single frame with SAM X and trained from that. One frame. Still works across the whole video. It is a good reminder that useful AI in industry often looks like this. Focused. Lightweight. Solves a real task. If you work in"
X Link 2025-11-25T09:27Z 19.3K followers, 1.7M engagements

"Robotics keeps hitting the same wall. Single task RL works but. it does not scale to hundreds of tasks or new embodiments. This new paper looks like a real step toward fixing that. The team introduces MMBench a benchmark with XXX tasks across many domains and robots and Newt a language conditioned world model trained online across all XXX tasks at once. The simple idea behind Newt: The model learns from demos to get the right priors It trains across many tasks through online interaction It uses language to ground the goal It adapts fast when a new task shows up What stood out to me: ✅ One"
X Link 2025-11-29T09:12Z 19.3K followers, 70K engagements

"Ever seen a robot print metal instead of welding it Robotic 3D printing builds parts layer by layer straight from a digital design. No molds no tools. just speed precision and flexibility. - Perfect for small-batch production - Handles complex geometries that traditional methods struggle with - Already in use across aerospace automotive marine and energy How far metal additive manufacturing with robots has come. crazy Would you trust a robot-printed metal part in a jet engine or car - Weekly robotics and AI insights. Subscribe free:"
X Link 2025-12-01T08:46Z 19.3K followers, 92.6K engagements

"Soooo satisfying to watch Most teams underestimate how much reliability work happens after the product is built. This photo shows a small detail that decides if your hardware survives real deployments: An IP67 seal applied directly on the board to protect against water dust and vibration. In the lab everything works. On the factory floor humidity oil dust temperature cycles and shock kill weak designs fast. If you want your products to stay alive in the field bring it to the factory. Your team needs to live in the factory. This is the difference between a prototype and a product that scales."
X Link 2025-12-02T19:03Z 19.3K followers, 544.8K engagements

"Robotics feels upside down sometimes. We can get humanoids to kick and jump but opening a door with RGB is still a frontier. This new work from NVIDIA GEAR shows we are finally getting closer. DoorMan is a sim to real pipeline that learns the full door opening behavior from pixels only. No tele op. No real robot data. All sim. Here is the core idea in plain language: Sim gets photorealistic Randomization gives diversity A teacher policy learns the skill A student policy learns from RGB GRPO fine tuning closes the gap And what they get out of it: ✅ Zero shot transfer across different doors in"
X Link 2025-12-04T10:02Z 19.3K followers, 4448 engagements

"Hotz has stepped back from CEO but the velocity hasn't stopped. They just launched the comma X. Its 5x smaller runs on a Snapdragon XXX and installs in X minutes. It is the "Raspberry Pi" moment for autonomous driving"
X Link 2025-12-07T14:07Z 19.3K followers, 36.8K engagements

"Engineer creates a plasma vortex in a magnetic field A small experiment that looks like sci-fi but it is real plasma physics. An engineer created a plasma vortex inside a magnetic field. You can see the ionized gas twist stabilize and form a rotating structure around the field lines. It is a simple demo but it shows something important: once you trap and shape plasma with magnetic fields you can study control stability and energy transfer in a very pure form. That is the same core idea behind fusion propulsion concepts and high energy research. - Weekly robotics and AI insights. Subscribe"
X Link 2025-11-30T18:54Z 19.3K followers, 122.8K engagements

"Hardware Production 🤝 Robotics But these motors. are CRAZY synced: CNC motor synchronization helps make sure that different motors in a machine work together smoothly so that the machine can cut and shape materials with perfect accuracy. This is really important for making sure the machine does its job correctly. ✅ Helps the machine's parts move together perfectly reducing mistakes and making things more accurate. ✅ Prevents the machine from getting damaged by keeping everything aligned. ✅ Allows the machine to work faster by making sure the motors are in sync. Synchronized CNC motors make"
X Link 2025-12-06T19:03Z 19.3K followers, 314.3K engagements

"🦾 Create . Source all the parts - 🤖 Step-by-Step Guide: Build a DIY robotic arm from scratch with a comprehensive easy-to-follow guide. 🧩 Sourcing Parts: Obtain all necessary parts for a 3D printed robotic arm either individually for about $XXX or as a complete kit for $XXX. 💻 Open Source Code: Utilize our GRBL-based firmware tailored for 6-axis robotic arms and compatible with various software options for ease of use. Link: Video: - Weekly robotics and AI insights. Subscribe free:"
X Link 2025-12-09T09:02Z 19.3K followers, 41.3K engagements

"Heres the problem nobody talks about: every robot lives on a lonely island. Boston Dynamics robots can't learn from Figure's. Tesla's can't coordinate with a delivery drone. They all speak different languages. This fragmentation is the #1 thing strangling innovation. But one Stanford professor just raised $20M to build the "Android for robots" trying to fix it: 🧵"
X Link 2025-09-28T13:16Z 19.2K followers, 69.6K engagements

"Diffusion and flow models work in robotics because they can model complex action distributions. But what if the real reason has nothing to do with generative modeling at all A new study puts this to the test. Key findings that stood out: ✅ Regression matches flow models on almost every task once you control for architecture. Only some very high precision tasks keep a small gap. ✅ GCPs are not one thing. They mix three ingredients: distribution learning stochasticity injection supervised iterative compute When you separate these parts something interesting happens. The big improvement does not"
X Link 2025-12-08T09:24Z 19.2K followers, 5426 engagements

"Founders in robotics and industrial AI please. realise your pilot problem is a customer selection problem realise your sales problem is a value communication problem realise your churn problem is a deployment system problem realise your pricing problem is an ROI proof problem thats all"
X Link 2025-12-08T14:07Z 19.1K followers, 2332 engagements

"This is real time. You can see how stable the motion is. A system placing droplets between X nanoliter and X microliter inside a XX well plate with almost perfect repeatability. No shake. No drift. No overshoot. The robot keeps the tip on track even at this scale where tiny vibrations normally ruin the result. Why this matters: In wet lab automation volume accuracy is everything Nano scale tasks fail fast if the robot is even slightly off Reliable deposition unlocks fast screening and repeatable experiments You can run full workflows without manual checking or correction This is the kind of"
X Link 2025-11-21T18:37Z 19.3K followers, 289.3K engagements

"A new open-source physics engine just dropped and it could change how robots learn. Newton built by @nvidia with support from @GoogleDeepMind and Disney Research is now part of The Linux Foundation. Its designed to bring precise GPU-powered physics to robotics and simulation research. Why it stands out: ✅ Runs entirely on the GPU for faster richer simulations ✅ Open and modular so you can plug in your own solvers or use it for differentiable physics ✅ Works with OpenUSD Isaac Lab and MuJoCo Warp ✅ Fully open-source under the Linux Foundation Another simulator Its a shared foundation for"
X Link 2025-12-05T18:45Z 19.3K followers, 47.2K engagements

"The self-driving industry is a graveyard of capital: Cruise burned $9B. Zoox raised $990M. Waymo absorbed $10B+. And don't get me started with Tesla. They all followed the same playbook: Expensive hardware. Pre-mapped cities. Massive test fleets"
X Link 2025-12-07T14:05Z 19.3K followers, 73K engagements

"That was the pivot that changed everything. @comma_ai isn't a car company. It's an Android company. While Tesla tries to be Apple (proprietary closed locked hardware). Comma built OpenPilot: a software that runs on your car"
X Link 2025-12-07T14:07Z 19.3K followers, 56.7K engagements

"Here is the "Magic": The comma device. A $XXX device that mounts on your windshield. It hijacks your car's existing radar and steering systems. Suddenly your 2017 Toyota or 2020 Hyundai drives itself. (It works on 325+ models)"
X Link 2025-12-07T14:07Z 19.3K followers, 49.4K engagements

"The "Stakes" are massive. This is a battle for the soul of AI. Option A: AI is owned by X mega-corps who rent it to you for $15k. Option B: AI is open-source runs on consumer hardware and you own it. @comma_ai is the only one fighting for Option B"
X Link 2025-12-07T14:07Z 19.3K followers, 48.6K engagements

"A Python-based lightweight robot simulator designed for navigation control and reinforcement learning: 📍 Github Link Most robotics simulators are powerful but heavy. Sometimes you just need a lightweight place to test navigation control or reinforcement learning without a full physics stack. IR-Sim is one option worth knowing if you work in robot navigation or AI. Why it stands out: ✅ Fast to install and simple to set up ✅ Scenarios defined in plain YAML ✅ Real-time visualization with Matplotlib ✅ Built-in collision detection ✅ Good for AI and reinforcement learning workflows What you can"
X Link 2025-12-10T08:56Z 19.3K followers, 39.4K engagements

"Bioinspired robot: Fly - Roll - Walk - Crawl Paper 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 as wheels thrusters and legs. ✅ Equipped with advanced sensors and autonomous capabilities for navigating complex terrains. M4 shows the future of robotic locomotion seamlessly adapting to diverse environments. Paper: Caltech: Funded by NASA Jet Propulsion Laboratory - Weekly robotics and AI insights. Subscribe free:"
X Link 2025-12-06T08:47Z 19.2K followers, 13.9K engagements

"It doesnt look like much. But this small robot from Stanford might do for robotics what the Apple II did for computing. make it personal. 🧵 📍 Save this. youll want to remember his name"
X Link 2025-11-09T14:44Z 19.3K followers, 91.7K engagements

"Labs hack together 3-4 tools just to get a humanoid to walk in sim and repeat it on hardware 📍open-source solution👇 Humanoid research is exploding but most teams still fight the same bottleneck. Simulation stacks are fragmented retargeting is a mess and sim to real pipelines break the moment you switch robots or change a backend. Amazon FAR is trying to remove that friction with Holosoma. A full stack framework that gives you one codebase for training retargeting and real world inference. What stands out to me: ✅ One codebase that runs on IsaacGym IsaacSim and MJWarp ✅ PPO and FastSAC with"
X Link 2025-12-02T09:25Z 19.3K followers, 2891 engagements

"He bought an Acura and a GoPro. In one month he built a self-driving car in his garage. When the government (NHTSA) sent him a threat demanding safety specs. he didn't hire lawyers. He cancelled the product and open-sourced the code:"
X Link 2025-12-07T14:07Z 19.3K followers, 57.9K engagements

"Most gripper are made to pick or grab just one type of object often tool changing is the fastest and most efficient option. Gripper-cushion grips it all❗ Handles sheet metal liquid tanks nonwovens and pipes: These gripper pads are revolutionizing material handling in manufacturing. ✅ Versatile: Capable of gripping diverse materials from sheet metal to pipes. ✅ Simplified Handling: Reduces the complexity of robotic programming. ✅ Self-Calibrating: Utilizes gravity for error-resistant gripping. ✅ No Special Design Needed: Eliminates the need for precise gripping points on components. Not"
X Link 2025-12-09T19:04Z 19.3K followers, 37.4K engagements

"People know robots can weld or palletize far fewer realise they can now print metal with millimetre consistency. I saw this setup from @Meltio3D using @ABBRobotics arms and it shows how far robotic metal AM has come. What stands out: ✅ Precise deposition along complex paths ✅ Stable cable routing that keeps the cell clean and safe ✅ Repeatability good enough for production not just demos ✅ A layout that integrates into existing manufacturing lines Why this matters: Robotic metal printing is not about showing a cool shape on social. It is about giving factories a flexible way to produce parts"
X Link 2025-12-11T08:58Z 19.3K followers, 70.4K engagements