According to @simplykashif, ISO/IEC 42001 was published in December 2023 and defines an AI Management System that mandates clear oversight, pre-deployment risk checks, continuous monitoring, and accountability so AI is not left on autopilot, source: @simplykashif. For trading, these controls provide concrete checkpoints to vet AI-integrated crypto projects and AI-linked equities for governance readiness and operational risk, source: @simplykashif.

According to DeepLearning.AI, building a machine learning model is only the initial step. Ensuring its reliability in production demands ongoing monitoring, adaptive data pipelines, and strategic deployment. The Machine Learning in Production course offers insights into the complete ML lifecycle, emphasizing the necessity of continuous oversight and adaptation for sustained model performance.