The intensifying venture capital race to solve the “data bottleneck” highlights a challenge currently hindering the development of humanoid robots and autonomous systems. Mecka AI, a Palo Alto-based startup, has emerged as a key player in the “Physical AI” sector. Unlike Large Language Models (LLMs) that were trained on vast archives of internet text and images, robotic systems require “action-state” data—precise records of how a physical machin…