Dario Amodei explains the Amdahl's law trap: 5x more code only reveals what breaks next "That one is interesting, and again we would go back to our old friend Amdahl's law." "Which is, you know, we've found with the internal model acceleration, you can write two times as many, four times as many, five times as many." "You know, we just, you see this within the company." "But then you see what breaks." Teams think a 5x coding gain means a 5x company. Amdahl's law says the untouched parts of the system become the ceiling. The winners will not be the teams that generate the most code. They will be the ones that find each new bottleneck before it becomes the constraint. - Dario Amodei (@DarioAmodei), CEO of Anthropic, at Code with Claude (@AnthropicAI)