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DEV Community
dev.to > presentofai > humanoids-hit-the-factory-floor-from-prototype-to-mass-production-in-18-months-1mfd

Humanoids Hit the Factory Floor: From Prototype to Mass Production in 18 Months

1+ day, 7+ hour ago   (229+ words) On July 27, one day before the US ban, China's MIIT and its state assets regulator launched a program to move humanoid robots from testing into real-world factory operation at the 10,000-unit scale by end of 2026, a timeline that now runs…...

DEV Community
dev.to > sumit0rn > what-fighting-style-will-robots-use-in-the-future-4fb5

What Fighting Style Will Robots Use in the Future?

2+ day, 3+ hour ago   (650+ words) Imagine a robot stepping into a fighting arena. It doesn't get tired, doesn't panic, and can calculate distance and movement in milliseconds. But what kind of fighting style would such a machine actually use? The answer probably isn't simply boxing,…...

DEV Community
dev.to > blackgirlbytes > beyond-llms-how-world-models-are-changing-generative-media-1f4

Beyond LLMs: How World Models Are Changing Generative Media

3+ day, 10+ hour ago   (665+ words) If I give my daughter milk or water, I can almost guarantee she will spit it out. She’s 21 months old, and while she actually enjoys both drinks, halfway through she inevitably decides it’s time for a daily physics experiment. She…...

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dev.to > vmodal_ai > tensorrt-optimization-on-jetson-turning-slow-ai-models-into-real-time-inference-254c

TensorRT Optimization on Jetson: Turning Slow AI Models into Real-Time Inference

3+ day, 12+ hour ago   (425+ words) Learn a repeatable optimization workflow: establish a baseline, profile preprocessing and inference, select precision carefully, build an optimized engine, benchmark on the target device, and verify accuracy. Do not optimize from FPS alone; measure end-to-end latency and application-level throughput. By…...

DEV Community
dev.to > vmodal_ai > dockerizing-ros-2-and-ai-robotics-applications-for-nvidia-jetson-ei1

Dockerizing ROS 2 and AI Robotics Applications for NVIDIA Jetson

3+ day, 12+ hour ago   (397+ words) Package your ROS 2 application and AI dependencies into reproducible containers. By the end of this tutorial, you will have: Version note: NVIDIA Jetson, JetPack, CUDA, TensorRT, Isaac ROS, and ROS 2 compatibility changes over time. Check the current NVIDIA support matrix…...

DEV Community
dev.to > vmodal_ai > jetson-ros-2-voice-ai-build-a-robot-you-can-talk-to-2k37

Jetson + ROS 2 + Voice AI: Build a Robot You Can Talk To

3+ day, 12+ hour ago   (423+ words) Build a voice-command architecture: microphone → speech-to-text → intent extraction → safety validation → ROS 2 command → robot action → text-to-speech response. Keep the language model away from direct motor control. Every generated action should pass through deterministic validation and safety rules. By the end of…...

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dev.to > salparvez > can-a-crew-a-model-and-a-robot-agree-on-what-a-rafter-is-epd

Can a Crew, a Model, and a Robot Agree on What a Rafter Is?

4+ day, 8+ hour ago   (82+ words) Three parties describe the same roof and none of them can read the others' description. The town... Tagged with architecture, ai, systemdesign, robotics....

DEV Community
dev.to > shapezo > designing-an-ai-and-robotics-workflow-for-labor-shortages-in-construction-18lp

Designing an AI and Robotics Workflow for Labor Shortages in Construction

5+ day, 5+ hour ago   (21+ words) When I design a construction technology workflow, I begin with a bottleneck and a measurable... Tagged with constructionsoftware, shapezo, bim, digitaltwin....

DEV Community
dev.to > liammoss41 > robotics-concepts-for-beginners-5alj

Robotics Concepts for Beginners

5+ day, 12+ hour ago   (897+ words) A robot only really needs three things. It needs a way to take in information about the world, a way to physically do something about it, and something in the middle that decides what that something should be. Sensors, actuators…...

DEV Community
dev.to > humanoza > seven-questions-that-make-humanoid-robot-specs-readable-321l

Seven questions that make humanoid robot specs readable

1+ week, 1+ day ago   (361+ words) There are at least three, and they barely overlap. Research platforms are experimental substrates. The buyer will replace the controller, bolt on sensors, and deliberately run the thing into failure. What matters is open interfaces, documented kinematics, a simulation model…...