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News
What I learned merging seven public datasets to train a single-class shelf detector
1+ week, 3+ day ago (1106+ words) Before dataset sourcing makes sense, the problem framing matters — because the framing determines which datasets are useful. The shelf scanner I built does not try to recognise products. It detects empty space only. Single class: empty_space. When a detection fires, the…...
2026: The Year Embodied AI Went to Work — a Field Guide
1+ week, 4+ day ago (538+ words) If you follow robotics news in 2026, you've probably noticed something: the field suddenly got loud. Humanoid robots are shipping in five-figure volumes, automakers are standing up robot programs, and every AI lab seems to have a "world model" or "VLA…...
Open-Vocabulary Object Detection for Robots Using Vision-Language Models
1+ week, 6+ day ago (151+ words) Traditional object detectors are trained on a fixed set of classes. But robots often encounter objects that were not explicitly included in their original training labels. Open-vocabulary perception allows a robot to query concepts using natural language. A robot deployed…...
While VCs pour billions into humanoids, Hugging Face's tiny open-source robot quietly passed $1M in sales
2+ week, 1+ day ago (1114+ words) I just wrote about the billion-dollar rounds flooding into humanoid robotics. Here is the story from the other end of the scale, and I find it more encouraging. Hugging Face's open-source robot, a 25-centimeter bipedal machine with fifteen actuators and…...
Accelerating Physical AI Workloads with NVIDIA CUDA and TensorRT
2+ week, 2+ day ago (263+ words) NVIDIA CUDA provides a platform for GPU-accelerated computing, while TensorRT is designed to optimize and execute supported neural network inference workloads efficiently on NVIDIA GPUs. A common pipeline looks like: Modern neural networks perform many operations that can be executed…...
Computers Powered By Living Human Brain Cells?
3+ week, 4+ day ago (267+ words) So what is this even? It's Bio-computing. And what is Bio-computing? It's using living neurons as processors instead of your normal silicon chips. Now these cells can adapt, self-organize, and process information in parallel. As we can see, this mimics…...
Building a Voice-Controlled Robot with Kotlin and LLMs
3+ week, 6+ day ago (274+ words) Natural-language interfaces can make robots easier to operate. Instead of selecting individual buttons, an operator can say commands such as asking a robot to move, inspect an area, or report its status. The LLM should not directly control motors. It…...