Unverified50% confidenceFactExact time
根据Google发布的MLOps成熟度模型，企业ML系统可分为Level 0、Level 1和Level 2三个层级，大多数企业仍处于Level 0到Level 1的过渡阶段
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50%
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Long-term
Relevance
8/26/2026
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VerifiedGoogle's MLOps maturity model divides ML systems into levels 0 through 2, with Level 2 achieving a complete CI/CD/CT closed loop.79% similarVerifiedGoogle's MLOps maturity model defines the degree of automation across three levels: Level 0 is fully manual, Level 1 achieves ML pipeline automation and continuous training, and Level 2 achieves full CI/CD + CT automation.71% similarUnverified据Google 2023年研究报告，在实际生产ML系统中，模型代码仅占整个系统代码的5-10%62% similarUnverifiedGoogle将MLE划分为独立的职级体系（L3-L8），晋升标准强调系统影响力与技术领导力57% similarUnverified谷歌可能跳过或压缩3.0过渡阶段直接推进至3.5中间迭代版本，延续1.5系列的半版本迭代逻辑56% similar
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