Ryan Cole explores how databases now optimize themselves using machine learning, eliminating the traditional seven-year manual tuning process. He covers Amazon's Learned Systems Group, automated materialized views in Redshift, and why self-tuning databases represent the final automation frontier in backend infrastructure.

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