Unverified50% confidenceFactExact time
据行业调研，大约 85% 的机器学习项目在从实验到生产的过程中失败
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/19/2026
First Seen
Valid until: 11/17/2026
Sources
Related Claims
Unverified根据Gartner的调研，超过85%的机器学习项目从未真正进入生产环境78% similarVerifiedAccording to industry statistics, approximately 60–80% of defects in software projects originate from misunderstandings in the requirements phase.67% similarUnverifiedA McKinsey 2024 report shows that more than 65% of enterprises have already experimented with generative AI, but fewer than 20% have achieved large-scale deployment.67% similarUnverifiedResearch indicates that more than 60% of machine learning paper results are difficult to independently reproduce.67% similarUnverified据VentureBeat报道，约87%的ML项目未能进入生产环境66% similar
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