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When will AI autonomously build and deploys a production ML system that drives business decisions
2
Ṁ1kṀ301
2033
April 4, 2029
15%
2026
19%
2027
15%
2028
15%
2029
10%
2030
9%
2031
15%
>=2032

This resolves positive when a credible public report describes a company where an AI system autonomously built, validated, deployed, and monitors a machine learning model that is used for real business decisions (pricing, fraud detection, recommendations, forecasting, etc.) serving live production traffic. Human involvement is limited to specifying the business objective and providing data access — the AI decides what features to use, what model to build, whether performance is sufficient to deploy, and when to retrain or roll back. The company must have >$100M valuation or >$10M ARR.

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