Tested on CoreS3 + StackChan Body: head taps caused ghost recordings and phantom Qwen3-ASR replies. Fixed across 3 tiers with VAD, emotion tags, and lip sync.
Tested on CoreS3 + StackChan Body: the 3-zone head pad works as a talk button, strokes need a 30–400 ms gap between zones, and servo motion leaves touch stuck until recalibrate().
Step-by-step physical assembly guide for transplanting an M5Stack CoreS3 into the official StackChan Body. Detaching DIN Base, 4-pin wiring, and initial boot test.
FlyWire's 139,255-neuron Drosophila connectome maps biological wiring into algorithms. Bio-circuits beat LLMs in low-power control, with minimal navis and brian2 code.
Four Japanese tech giants form a new company backed by mega-banks and Nippon Steel to build a trillion-parameter foundation model for physical AI, with roughly ¥3 trillion in combined public-private funding.
The Cosmos 2.5 series world model announced by NVIDIA at GTC 2026 is mainly for industrial use, but it has reached the stage where the 2B parameter model can be run on the Jetson Orin Nano, which costs less than $500. We have organized the edge deployment of physical AI, from industrial robots to pet robots.
Robbyant, an Ant Group subsidiary, released LingBot-World, a world model that generates interactive video in real time from a single image. This article covers how it differs from conventional video generators, its technical features, and Apple Silicon support.
