Why does the most advanced AI still fail in the lab? Renee Wegrzyn, ARPA-H's founding director, explains the "magic hands" bottleneck blocking medical breakthroughs and what federal cuts mean for science. Breakthroughs stall after publication because embodied, unwritten lab skills rarely transfer between scientists and labs.