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Machine Heart
Machine Heart
Apr 28, 2026 · Artificial Intelligence

Why a 7‑Month‑Old Startup Claims Human‑Like Robots Are Key to General Embodied Intelligence

The article details KAI, a 173 cm, 115‑DOF humanoid robot with tactile skin and a custom battery, and explains how its ultra‑human form, massive first‑person data collection, and three‑stage training pipeline are intended to enable a world‑model‑driven embodied AI system, while also acknowledging the engineering and market challenges ahead.

data pipelineembodied AIhigh DOF
0 likes · 13 min read
Why a 7‑Month‑Old Startup Claims Human‑Like Robots Are Key to General Embodied Intelligence
Machine Heart
Machine Heart
Apr 7, 2026 · Artificial Intelligence

A Comprehensive Survey of Tactile‑Based Multimodal Fusion in Embodied Intelligence

This survey reviews state‑of‑the‑art research up to Q1 2026 on integrating tactile sensing with vision and language for embodied AI, presenting a four‑stage fusion pipeline, a hierarchical taxonomy of datasets, methods, sensors, and highlighting current evaluation challenges and future directions.

DatasetsRoboticsembodied AI
0 likes · 13 min read
A Comprehensive Survey of Tactile‑Based Multimodal Fusion in Embodied Intelligence
AI Frontier Lectures
AI Frontier Lectures
May 31, 2025 · Artificial Intelligence

Why Embodied Intelligence Is Exploding and What It Means for the Future

The article analyzes the recent surge in embodied intelligence, examines why physical agents matter despite advances in large language models, outlines common failure modes, discusses key research decisions such as 2D versus 3D perception and tactile sensing, and explores the roles of imitation learning, VLA, and reinforcement learning in shaping the field.

Imitation LearningRoboticsVLA
0 likes · 24 min read
Why Embodied Intelligence Is Exploding and What It Means for the Future
Meituan Technology Team
Meituan Technology Team
Jun 20, 2024 · Artificial Intelligence

Meituan Robotics Institute Shares Insights on Drone Safety Reliability, PHM Technology, UAV Localization and Tactile Sensing

At a recent Meituan Robotics Institute symposium, experts detailed the company’s fourth‑generation drone safety architecture with redundant subsystems and intelligent parachutes, discussed PHM advances for fault prediction, showcased all‑weather close‑range UAV positioning across Chinese cities, and presented flexible tactile‑vision fusion research for object recognition and robotic grasping.

MeituanPHMUAV localization
0 likes · 6 min read
Meituan Robotics Institute Shares Insights on Drone Safety Reliability, PHM Technology, UAV Localization and Tactile Sensing