The Hardware Lottery
Summary
The Hardware Lottery argues that AI progress is shaped not just by algorithms, but by the hardware and software ecosystems that run them. It traces how Moore's law, GPUs/TPUs, and domain-specific hardware influence which research ideas succeed, advocates co-design of hardware, software, and algorithms, and discusses the cost and risk of hardware specialization for future AI breakthroughs.