Topic
humanoid
Technology Humanoid Robot Startup Backed by Eric Trump Prepares Bots for Military Combat
Foundation Future Industries, a startup backed by Eric Trump, is developing humanoid robots for military combat, logistics, and reconnaissance. The company has government contracts worth millions and has tested its Phantom MK1 robot with Ukrainian forces. Experts remain skeptical about the feasibility of fully autonomous robot soldiers.
Technology 1X Neo Robot's Freaky Fast Fingers Bring Human-Level Dexterity to Home and Office
1X, a Norwegian-American robotics company, revealed its Neo robot's five-finger hands capable of 25 degrees of freedom, gripping odd shapes, and detecting slippage. The robot is partly teleoperated via Expert Mode, with early access pricing of $20,000 or $500 per month. The hands are IP68 waterproof, enabling the robot to wash itself.
Any2Any: Efficient Cross-Embodiment Transfer for Humanoid Whole-Body Tracking – New Paradigm Reduces Compute by 99%
Researchers propose Any2Any, a paradigm that transfers whole-body tracking models across humanoid embodiments with minimal adaptation. Using kinematic alignment and lightweight fine-tuning, it achieves competitive performance on new robots with only 1% of the compute and data required for full training.
PhysDrift: New AI Framework Bridges Embodiment Gap in Humanoid Co-Speech Motion Generation
Researchers propose PhysDrift, an embodiment-aware framework that generates humanoid robot motions directly from speech, bypassing intermediate human body representations. It addresses the embodiment gap where retargeting from human models compresses motion diversity and weakens speech-motion synchronization. Experiments and real-world deployment show improvements in alignment, plausibility, smoothness, and inference efficiency.
Technology Humanoid Robot Training Via Teleoperation Emerges as New Blue-Collar Job in Shenzhen
IO-AI Tech, a startup near Shenzhen, employs workers using VR headsets and motion-tracking gear to remotely control humanoid robots for tasks like shelf stocking and shirt folding. The collected data aims to train AI for eventual autonomous operation, while the company collaborates with manufacturers like Jack Sewing Machines to automate production lines.