More generally, OpenAI and its competitors are interested in custom silicon because it's another way to potentially squeeze out more capacity amid a global compute crunch, as competing companies scramble for limited data center capacity.
计算资源短缺是AI行业面临的核心挑战之一。初学者应认识到专用芯片不仅是性能优化，更是应对计算资源限制的战略选择。了解不同工作负载下的硬件权衡对于资源规划至关重要，特别是在预算有限的情况下。