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News
Robot Supplier Quality Management: Why Can’t We Directly Copy Automotive Industry APQP & PPAP Standards?
4+ hour, 46+ min ago (1577+ words) The problem is not that APQP and PPAP are outdated, but that the objects faced by robot quality management have changed. 1. The core of APQP is to identify risks in advance during product development and mass production preparation, and translate…...
LALAL.AI Brings Real-Time Offline Stem Separation to Hardware
15+ hour, 1+ min ago (414+ words) LALAL.AI is moving beyond browser-based audio processing with its first embedded hardware integration, bringing real-time stem separation directly to an offline device. Unveiled at IBC2026 in Amsterdam, the company’s stem-separation engine now runs natively inside Neko, a compact wireless AI…...
Reinforcement Learning, Part 14: Imitation Learning — When There’s No Reward Signal at All
6+ hour, 22+ min ago (595+ words) Every part of this series so far assumed some reward signal exists — handed directly by the environment in Parts 1 through 5 and 8 through…Continue reading on Medium » Reinforcement Learning, Part 14: Imitation Learning — When There’s No Reward Signal at All Every part…...
Humanoid Robot Brings AI Into the Classroom
13+ hour, 39+ min ago (652+ words) SHIZUOKA - High school students in Mishima, Shizuoka Prefecture, explored how humans and artificial intelligence might coexist in the future by interacting with an AI-powered humanoid robot during a class on September 11. The students met Miroki, a humanoid robot equipped with…...
171. Saturday Robotics & World Models Reading Club 28: Dyna-2, Dyna Robotics. Video: New Scaling Law
21+ hour, 33+ min ago (1708+ words) Dyna Robotics builds deployable robot foundation models. On-slide demos: kitting, circuit board assembly, box folding, package flipping The talk is organized around three questions the field still does not agree on: What is the right source of pre-training data for…...
Flexible 3D-Printed Parts Can Now Track Their Own Movement
19+ hour, 23+ min ago (437+ words) Hackster.io Please ensure that JavaScript is enabled in your browser to view this page. 3D-printed parts might bend, flex, or twist, but if you want to know exactly how they're moving, you'll need to attach some type of sensor....
Build a Local AI Gardening App???
1+ day, 2+ hour ago (38+ words) Build a Local AI Gardening App With Climate Zone Tracking The Rundown AI Read the Community guidelines No comments yet. Be the first to weigh in. Personalized AI education for the future of work © 2026 The Rundown AI...
This Soft, Shape-Shifting Robot Seems More Alive When It “Breathes”
20+ hour, 37+ min ago (194+ words) ...
Motion Review 2026: I Gave This AI Productivity Tool a Full Quarter to Prove Itself
16+ hour, 47+ min ago (223+ words) I promised to check back once Motion’s “AI SuperApp for work” ambitions met its own pricing page. A full …...
Applied Sciences, Vol. 16, Pages 9083: PV-STAM: Velocity-Aware Attention for Mapless Deep Reinforcement Learning Navigation in Dynamic Environments
21+ hour, 23+ min ago (678+ words) Mapless deep reinforcement learning (DRL) navigation in dynamic indoor environments is difficult under single-frame 2D LiDAR, which reports where an obstacle is but not whether it is approaching. We introduce the Positional-Velocity Spatio-Temporal Attention Module (PV-STAM), a compact perception block (19,968 trainable…...