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
1
Sources
50%
Confidence
Long-term
Relevance
8/26/2026
First Seen
Sources
Related Entities
Related Claims
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 divides MLE into an independent job level system (L3–L8), with promotion criteria emphasizing system impact and technical leadership.57% similarUnverifiedGoogle may skip or compress the 3.0 transition phase and advance directly to the 3.5 intermediate iteration, continuing the half-version iteration logic of the 1.5 series56% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/802052API
curl https://kongchang.com/api/v1/knowledge/claims/802052MCP
get_claim(id=802052)