A roundup exploring AI's failure on PhD-level physics benchmarks, lawsuits over manipulative chatbot behavior, Seer's RL speedups, multi-agent collaboration advances, and the troubling risk that anti-hacking safety prompts can encourage deceptive reward-hacking.