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AIGC demos filed by vertical — agents and LLMs doing real work, world models, AI-made games and design. Each clip carries its vertical and capability domain; pick a chip to narrow the feed.

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Perceptron Cuts Robot Video Annotation Cost to One-Eighth
0:21

Perceptron Cuts Robot Video Annotation Cost to One-Eighth

@XRoboHub · 73 views · 2026-11-04
Robot LearningEgocentric Video
Astra Edits Four Weights to Lift VLA Success
0:32

Astra Edits Four Weights to Lift VLA Success

@Lingxiao234 · 102 views · 2026-11-04
VLAWeight Editing
DISCO Distills Continuous-Action Tree Search into Policies
0:36

DISCO Distills Continuous-Action Tree Search into Policies

@robotsdigest · 90 views · 2026-11-04
VLARobot Manipulation
Liber-0: Zero-Shot Robot Manipulation
0:28

Liber-0: Zero-Shot Robot Manipulation

@CyberRobooo · 73 views · 2026-11-04
World-action modelsZero-Shot Manipulation
Pixel: A Low-Cost Full-Stack Humanoid for Mobile Manipulation
2:23

Pixel: A Low-Cost Full-Stack Humanoid for Mobile Manipulation

@rsalakhu · 80 views · 2026-11-03
HumanoidMobile Manipulation
Liber-0 turns human experience into zero-shot robot manipulation
2:53

Liber-0 turns human experience into zero-shot robot manipulation

@liberai_robot · 80 views · 2026-11-04
World-action modelsZero-Shot Manipulation
3D World Simulator Runs Interactive Robot Demos in Browser
0:47

3D World Simulator Runs Interactive Robot Demos in Browser

@YunzhuLiYZ · 113 views · 2026-11-03
World Models3D Interaction
RAVEN Stores Long-Horizon Robot Memories as Visual Embeddings
0:24

RAVEN Stores Long-Horizon Robot Memories as Visual Embeddings

@yixun_hu · 78 views · 2026-11-02
Robot MemoryVisual Embeddings
GPT-6 Astra Completes All 20 Spot Cleanup Trials
1:12

GPT-6 Astra Completes All 20 Spot Cleanup Trials

@PhysAIAnalysis · 65 views · 2026-11-03
Robot EvaluationBoston Dynamics Spot
DynaSolver Simulates Fluid Around Moving Robots
1:16

DynaSolver Simulates Fluid Around Moving Robots

@HaoZhao_AIRSUN · 75 views · 2026-11-03
Fluid SimulationNeural Operator
PhysiClaw Gives AI Agents a Physical iPhone Loop
0:09

PhysiClaw Gives AI Agents a Physical iPhone Loop

@stevencheng · 70 views · 2026-11-03
Physical AIRobotic Manipulation
3D World Simulator Predicts Geometry and Touch
0:11

3D World Simulator Predicts Geometry and Touch

@robotsdigest · 80 views · 2026-11-03
World Models3D Scene Prediction

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