Xpeng's IRON humanoid robot stands 1.78m tall with ultra-realistic movement from bionic 4-DoF shoulders, 3D lattice muscles mimicking human elasticity, custom lightweight actuators, and golden-ratio proportions trained via reinforcement learning.
NVIDIA's EgoScale trains robots on 20,854+ hours of egocentric human video (20x larger than prior datasets), revealing a log-linear scaling law where more data predictably boosts performance and delivers 54% higher success on 22-DoF hands. Anthropic's Claude Cowork Desktop (Mac/Windows preview for paid users) automates desktop tasks.
Google's Nano Banana 2 (Gemini 3.1 Flash Image) delivers faster pro-quality generation with web-search knowledge, precise text rendering, multi-subject consistency, sharper details, richer textures, up to 4K output..