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Becoming a Hiring Machine

210: Trending Topics - How to Conduct *Actually Good* AI Experiments ft. Lex Winship

17 Jul 2025

Description

Here's a little meta-hypothesis for ya:IF you conduct a flawed experiment, THEN you'll get biased/inaccurate results.Everyone talks about "AI experimentation" — but the reality is, most people don't know how to conduct an experiment that actually reveals valuable information. In this Trending Topics episode, we dive into how to conduct smarter AI experiments that will reveal where it makes sense to integrate AI into your specific hiring processes. Throughout the conversation, we emphasize the importance of data quality, the difference between correlation and causation, the necessity of structured experimentation when implementing AI tools, and the need for clear hypotheses and exit criteria in experiments to ensure meaningful results.Much of this episode was inspired by Laszlo Bock’s fantastic “The Impact of AI on the Future of Work” slidedeck. Explore all our episodes and catch the full video experience at loxo.co/podcastBecoming a Hiring Machine is brought to you by Loxo. To discover more about us, just visit loxo.co

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