Is AI just good at trivia, or can it actually take your job? In this episode, host Emily Laird breaks down GDPval-AA, the benchmark pitting models against humans across 1,320 real world tasks, scored like chess and judged blind. With top models working faster and cheaper than any employee, this is less sci-fi and more spreadsheet reality. If you’ve ever wondered whether the robots are coming for your role, this is your warning shot.