#Robotics
Curated coverage on «Robotics»: releases, research, benchmarks, open-source.
Habr AIQwen3-8B on the Intel Core Ultra 5 226V NPU: 10.7 tok/s at 15 W and 24 dB of Noise
Jiqizhixin (机器之心)Ant Lingbo draws 1855 teams to its first embodied AI challenge
Hugging Face Daily PapersEmbodiedLab: robots tested on experiments, and the best one solves less than half
Jiqizhixin (机器之心)SkeLAM taught a robot to mirror human movements after training on just 10 hours of data
Jiqizhixin (机器之心)Action Intelligence launches Chorus: robot training data grows 40x
Jiqizhixin (机器之心)COCO Matrix Releases CO01: A Robot That Learns From a Demo, a Mistake, or a Phrase
Jiqizhixin (机器之心)Huachao Shenkong Takes Its FUS-Neuro Ultrasound Neural Interface Through Type Testing
Jiqizhixin (机器之心)Tsinghua Teaches Robots to Rehearse: ParallelWorld Lifts Task Success from 56% to 83%
Action Intelligence launches Chorus: robot training data grows 40x
Chinese startup Action Intelligence has unveiled Chorus, an engine that converts video from smart glasses, UMI rigs, and body-worn cameras into training data for…

COCO Matrix Releases CO01: A Robot That Learns From a Demo, a Mistake, or a Phrase
China's COCO Matrix unveiled CO01, a model that takes experience straight into context: one demonstration, a failed attempt, a spoken hint or an image of the goal…

Huachao Shenkong Takes Its FUS-Neuro Ultrasound Neural Interface Through Type Testing
In September 2026, Huachao Shenkong's closed-loop FUS-Neuro system passed type testing. The company says its main asset is not hardware but NeuroAI.

Amazon Bets on Robots: More Than a Million Machines and a Plan to Avoid Hiring 600,000 People

Odyssey launches Odyssey-3: one world model drives robots, cars, and drones

Odyssey opens preview of its 14-billion-parameter Odyssey-3 world model

Alibaba DAMO Trains Robots on 30,000 Hours of Video Without Action Labels

AMBIT trains one model to generate and edit 3D sound from text
NoizAI's team has unveiled AMBIT: a text command turns into a ScenePlan with sources and 3D trajectories, and a single Transfusion model renders Ambisonics and…

SATE-Bench: Multimodal Models Give Up on Scene Exploration Too Soon
A new benchmark, SATE-Bench, covers 316 real-world scenes and 2,525 QA pairs. Top MLLMs stop their scene review prematurely while staying confident in their…

X Square Robot to Invest 300 Million Yuan in Hefei Headquarters for Its Robots

iFlytek Unveils Spark X2.6, the Xingchen TaaS Platform and the SparkAudio 1.0 Speech Model

RoboJev-27B judges robot success from 10 frames: 0.993 AUROC on SO-101

DynStream from Beijing builds a dynamic 3D scene from video without camera poses

WorldOracle Tests World Models: The Robot Missed, but the Model Showed Success
A team including Princeton researchers introduced WorldOracle, a test of whether world models predict a robot's real outcome or just paint the familiar success.

HKU's EgoWild2Dex Trains a Robot Hand on 538.9 Hours of "Messy" Video and One Hour on Hardware
The University of Hong Kong trained robotic manipulators to unpack parcels, use a glue gun and make cold drinks from 538.9 hours of noisy first-person footage.









