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WebHumanoids Hit the Factory Floor: From Prototype to Mass Production in 18 Months
1+ day, 14+ 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…...
World Models: The AI That Learned to Dream Before It Could Walk
1+ day, 15+ hour ago (546+ words) Big Ideas in AI — Part 01 Inside the race to build machines that can imagine the future,... Tagged with ai, worldmodels, agentskills, machinelearning....
Monitoring Jetson CPU, GPU, Temperature and Power from a Flutter Robot Dashboard
2+ day, 8+ hour ago (424+ words) Create a lightweight telemetry service that collects Jetson health metrics and exposes them to Flutter. The dashboard can visualize CPU/GPU load, memory, temperature, power mode, and connectivity. Treat telemetry as observability data, not as a control channel. By the…...
RL 2: The first physical and computational RL machines(1948–1954)
2+ day, 9+ hour ago (841+ words) Blog 1 established the rules of learning from biology. This era asked the harder question: can we... Tagged with rl, ai, machinelearning, deeplearning....
Intention distillation lifts robot success by 20 %
2+ day, 10+ hour ago (626+ words) Injecting a high‑level intent signal into vision‑language‑action pipelines produces a roughly twenty‑percentage‑point jump in robot success in simulation and a more modest several‑percentage‑point increase in real‑world experiments (with up to 12 pp gains…...
What Fighting Style Will Robots Use in the Future?
2+ day, 10+ 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,…...
Training a reinforcement-learning agent to play Baloot (and shipping it to Android)
3+ day, 13+ hour ago (154+ words) The first opponent was a hand-written heuristic: count trump strength, bid Hokm with jack and nine, lead high in Sun. It played legal Baloot but lost to humans, mostly because bidding depends on your partner's likely hand and the dealer…...
Beyond LLMs: How World Models Are Changing Generative Media
3+ day, 18+ 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…...
Building a ROS 2 Robot Fleet Dashboard with Flutter
3+ day, 19+ hour ago (426+ words) Build a fleet dashboard that displays multiple robots, their online state, battery level, mission status, location, and alerts. Use robot namespaces and a fleet gateway to prevent topic collisions and to keep the Flutter application independent of individual robot implementations....
TensorRT Optimization on Jetson: Turning Slow AI Models into Real-Time Inference
3+ day, 19+ 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…...