#benchmark-evaluation

2 posts

robot-data physical-ai robot-learning data-labeling simulation fine-tuning robot-foundation-models benchmark-evaluation

The Robot Data Refinery Is the Real Product

Google, Physical Intelligence and Humxn all launched on 13 October. What they actually sell is the machinery that turns experience into training data.

October 19, 2026

world-action-models robot-learning vla-models physical-ai robot-data benchmark-evaluation

World-Action Models Agree on the Bottleneck, Not the Fix

A vendor launch and four arXiv papers attacked the robot data bottleneck in one week, and disagree about where a policy's generality comes from.

October 5, 2026