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'World Models' Will Be the Next Buzzword. The Man Saying That Just Raised $1B to Build One.

In March, the CEO of a research lab with zero products closed a $1.03 billion seed round — the largest in European history. Then he told TechCrunch th…

aimachinelearningllmrobotics
Dev.to Jul 24, 2026, 12:10 UTC
EN

I Built a Real-Time Perception Stack on CARLA. Here Is What Actually Happened.

I want to tell you about the three weeks I spent making YOLO and ROS 2 talk to each other inside a simulator, and why it was nothing like the tutorial…

roboticspythonmachinelearningcomputervision
Dev.to Jul 21, 2026, 16:03 UTC
EN

FutureX · Physical AI Daily — Issue 65 (07/22)

Today's Highlights · Samsung establishes robotics division RX reporting directly to the CEO, poaches former Boston Dynamics strategy lead · AGIBOT (Ch…

airoboticsmachinelearningresearch
Dev.to Jul 21, 2026, 14:48 UTC
EN

Bridging the Frame Gap: Robot-Centric Pointmaps for VLA Models

What Changed In the rapidly evolving field of Vision-Language-Action (VLA) models, a fundamental architectural challenge has persisted: the frame mism…

roboticsvlacomputervisionmachinelearning
Dev.to Jul 20, 2026, 18:47 UTC
EN

Neura has Amazon, Nvidia and Europe's Sovereign Capital in its Corner. The Humanoid Race just got geopolitical.

Neura Robotics closed $1.4B from Amazon, Nvidia, Qualcomm, Bosch, and the European Investment Bank. LimX Dynamics announced a $200M pre-IPO round. Chi…

physicalairoboticsaimachinelearning
Dev.to Jul 14, 2026, 08:20 UTC
EN

Autonomous Robots: With A11 vs Without A11

A Machine‑Readable Explanation of Why A11 Matters 1. Purpose of This Article Its goal is to provide a clear, structural, non‑rhetorical explanation of…

airoboticsmachinelearningarchitecture
Dev.to Jul 7, 2026, 11:39 UTC
EN

AI ROBOTICS Coding Discourse

🤖 Deep Reinforcement Learning for Robotic Trajectory Planning Inspired by frontier AI robotics research at Stanford and UC Berkeley. This tutorial bre…

roboticsaicodingpython
Dev.to Jul 6, 2026, 17:42 UTC
EN

Turn the camera away, and the AI's world freezes

Video AI systems consistently fail to track what happens when the camera looks away: when a scene pans away from an object in motion and returns, curr…

worldmodelsvideogenerationroboticsbenchmarks
Dev.to Jul 2, 2026, 00:17 UTC
EN

Building a ROS 2 Hardware Bridge for Yahboom 520 Motor Drivers (Without Serial Conflicts!)

Driving a robot in simulation is easy. Bringing it into the real world? That's where the fun — and the headaches — begin. If you're building a custom …

ros2roboticspythonembedded
Dev.to Jun 28, 2026, 01:15 UTC
EN

FutureX · Physical AI Daily — Issue 34 (06/21)

Today's Highlights · Hyundai Motor completes full acquisition of Boston Dynamics (SoftBank exits at ~ $325 million ); production-version Atlas is sche…

airoboticsmachinelearningresearch
Dev.to Jun 20, 2026, 14:46 UTC
EN

Physical AI just got its platform layer. Nvidia is the only candidate. Here's what you missed this week.

NEURA closed a $1.4B record round, robots grew hands that can feel, and someone is racing to own the Physical AI ecosystem. Value Description $1.4BN N…

physicalairoboticsaimachinelearning
Dev.to Jun 12, 2026, 07:22 UTC
EN

Physical AI has Scaling Laws now. The Race just became something else.

NVIDIA discovered the first scaling law for robot dexterity this week. Paired with Apache 2.0 licensing, BYD's 20,000-unit push, and a $400M foundatio…

physicalairoboticsaimachinelearning
Dev.to Jun 9, 2026, 07:31 UTC
EN

NVIDIA Cosmos 3: Unifying Physical AI Reasoning and Generation with Two-Tower Architecture

Training a robot to pick up an object sounds simple until you realize how many separate systems are involved: a vision model to understand the scene, …

aimachinelearningdeeplearningrobotics
Dev.to Jun 4, 2026, 06:18 UTC
EN

NVIDIA Cosmos 3: How a Two-Tower Architecture Unifies Physical AI Reasoning and Generation

Training a robot to pick up an object sounds simple until you realize how many separate systems are involved: a vision model to understand the scene, …

aimachinelearningdeeplearningrobotics
Dev.to Jun 4, 2026, 06:17 UTC
EN

Treating Robots as Code: Why We Built a Programmable IR for ROS 2

How LinkForge v1.4.0 moves beyond static XML (URDF/SRDF) to bring modern software engineering ergonomics to robotics simulation. If you work in roboti…

roboticspythonros2opensource
Dev.to Jun 1, 2026, 05:20 UTC
EN

Meet the G2 Nano: A 1GHz Dev Board Built for Robotics

What if a development board could be as friendly as an Arduino, yet powerful enough to drive industrial-grade robots? That is exactly the gap the new …

roboticsmicrocontrollersmotioncontrolopensourcehardware
Dev.to May 28, 2026, 01:06 UTC
EN

VLAs are dead, long live World Action Models - a summary of Jim Fan's Robotics End Game talk

"Our generation was born too late to explore the Earth and too early to explore the stars, but we are born just in time to solve robotics." -- Jim Fan…

airobotics
Dev.to May 13, 2026, 18:16 UTC

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