Anthropic CEO Dario Amodei warns that initial AI-driven productivity boosts—where a worker uses AI to automate 90% of a task and achieves 10x leverage on the remaining 10%—may be a temporary phase. He argues automation could eventually reach close to 100%, leading to autonomous AI agents that replace rather than augment human roles.