Paul Pacaud

“PointACT's architectural insight is clean: don't touch the pretrained language-vision backbone. Instead, build a separate 'point-action expert' that lets 3D geometry directly condition the action generation process at multiple spatial scales.”

“The paper runs on two real hardware platforms — a low-cost SO-100 arm and an industrial UR5 — and the results hold up.”