Google's first ATLAS report studied 15 million interactions and found that fewer than one in ten workplace uses fully automate a task. The useful pattern is collaboration with a named handoff.
Google's new Flash pair turns model choice into a routing decision: one lane for difficult planning and multimodal judgment, another for repeated extraction, classification, and subagent work.