Shift offers free home cleaning in exchange for robot training data

A startup is using a novel bartering model: homeowners get free cleaning while Shift collects video data to train home robots. It's a practical approach to the expensive data-collection bottleneck that plagues robotics companies, and it sidesteps the synthetic-data limitations that have frustrated the field.