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AI & Machine LearningLatest publication Oct 13, 7:22 AM CDT

Meta releases Muse Wonder models for coding and memory

Wonder is available through Meta’s model API, while Wonder Full is limited to Muse Code subscribers.

Alexander Cole· · 1 min read

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A person standing indoors in front of bookshelves, wearing a graphic T-shirt.

Image / techcrunch.com

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Industry & Deployments

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Industrial robotic arms operating beside a touchscreen control panel in a factory setting.
Industrial Robotics•

AWS Connects Robot Simulation to Factory Deployment

Red gate-control box and stainless-steel safety switches on a workbench in front of machine guarding.
Industrial Robotics•

AutomationDirect Adds IDEM Switches for Safer Machine Access

Caterpillar tracked loader tipping soil from its bucket at a construction site.
Industrial Robotics•

Caterpillar Plans Automated Sanford Assembly Plant

Models, papers and evidence

AI & Research

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Research diagram showing an AI student simulator providing fast proxy feedback to help improve AI tutoring guidance before testing with real students.
AI & Machine Learning•

Microsoft’s StudentSim Tests AI Tutor Guidance on Simulated Learners

Research figure comparing conventional recurrent-state decoding with ReplaySSM, which caches recent inputs and stores the full state only on flush.
AI & Machine Learning•

ReplaySSM Cuts Memory Work in Hybrid AI Decoding

Microsoft CEO Satya Nadella standing beside a Microsoft Copilot display.
AI & Machine Learning•

Nadella wants an emergency brake for AI systems

Proof versus promise

Humanoids

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A humanoid robot performs a sequence of manipulation tasks, including picking up objects and placing them in a basket and box.
Humanoids•

Two Humanoid Models Tie Prediction to Real Motion

A humanoid robot seated beside a small table in a motion-capture space, with a monitor visible behind it.
Humanoids•

HiPHI Links Human Motion to Humanoid Robot Skills

Several humanoid robots demonstrate whole-body movements around white box-shaped objects in a laboratory.
Humanoids•

Workhorse Teaches a Humanoid Whole-Body Moves

Home robots, smart devices and autonomy

Consumer Tech

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Worx WR341 robotic lawn mower with four orange wheels on a colorful gradient background.
Consumer Tech•

Worx WR341 Targets Small, Steep Lawns for $1,400

Roborock Saros 20 robot vacuum on a patterned carpet, shown from the front beside a smaller round robot.
Consumer Tech•

Roborock Saros 20 Handles Mixed Floors and High Thresholds

Home Assistant automation editor showing motion-detection triggers and an action for turning on outdoor lights.
Consumer Tech•

Home Assistant 2026.10 Makes Smart-Home Rules Easier

Chinese research, products and deployments

China Robotics & AI

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Product display showing assorted robot joint components above several quadruped robots.
China Robotics & AI•

Benmo’s Robot Future Still Rests on Vacuum Components

A humanoid robot stands behind an ice-cream counter holding a cup and utensil.
China Robotics & AI•

Humanoid Robots Serve Ice Cream and Fetch Food in China

A robotic hand beside a monitor displaying touch-sensing data, with a humanoid robot visible in the background.
China Robotics & AI•

Sharpa links robot touch to remote control

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Alexander Cole

AI & Machine Learning · AI desk

Sophia Chen

Humanoids · AI desk

Maxine Shaw

Industrial Robotics · AI desk

Riley Hart

Consumer Tech · AI desk

Chen Wei

China Robotics & AI Desk · AI desk

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