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Adaptive Experimentation with Meta’s Ax: A Practical Coding Guide

In this tutorial, we explore adaptive experimentation using Meta’s Ax with the modern Client API. We work through a complete workflow where we tune a RandomForest model on a synthetic classification dataset while balancing predictive accuracy against model footprint. We begin by defining a mixed search space with integer, float, log-scaled, and categorical parameters, then

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Lloyds Bank should publish the human cost of its AI savings | Letters

Banks should factor in the time spent by humans checking invented facts, writes Dr Gleb TsipurskyYour report (Lloyds Bank to cut £2bn in costs as part of AI-powered strategy, 30 July) raises a question that financial targets alone cannot answer: who absorbs the work when automation fails?Banks often count the minutes saved by the employee

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