Google and Adecco Reject AI Jobs Panic, AI Homework Crash Raises Big Questions, and Anthropic Explains Why Jobs Haven't Collapsed

July 23, 2026: I look at Google's Atlas study, which analyzed nearly 15 million Gemini interactions and found that AI use at work is broad but still shallow. Then I get into new research showing students who used AI for homework performed better at first, but saw major drops in exam scores later. Finally, I unpack Anthropic chief economist Peter McCrory's argument for why AI has not raised unemployment yet: it is still amplifying human expertise more than replacing it.