This week is peak AI slop and we dive straight in. From Dreamer 4 teaching agents to imagine, to Microsoft revealing a biosecurity zero day, to Sora turning social video on its head. We also look at data center blackout fears, China making AI education mandatory, Ring hunting for lost dogs, and why humpback whales might share language laws with us.