Scaling and the Road to Human-Level AIJared walks through how that discovery reshaped the path to human-level AI, what it means for future models like Claude, and why even the dumbest questions can lead to the biggest breakthroughs. He reflects on memory, oversight, and what's left to solve as models grow smarter — and longer-horizon tasks come within reach.