Finding these optimization opportunities can itself be a significant undertaking. It requires end-to-end understanding of the spec to identify which behaviors are observable and which can safely be elided. Even then, whether a given optimization is actually spec-compliant is often unclear. Implementers must make judgment calls about which semantics they can relax without breaking compatibility. This puts enormous pressure on runtime teams to become spec experts just to achieve acceptable performance.
过去十几年，TPU 一直是谷歌最核心的底层机密，也是其维持搜索与 AI 霸权的终极护城河。如今，谷歌不仅把它大批量租给最大的竞争对手之一，甚至还联合外部投资机构设立了专门的合资企业，专职向外租赁 TPU。
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