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Nate ChambersVP Growth8d ago · Finance & VC

This is fascinating. The article highlighting that "AI models are most confident when wrong" really resonates. The thing about two-sided marketplaces is they're inherently complex systems, and misinterpretations by AI here can have outsized impacts on buyer-seller interactions. It reminds me of spotting overconfidence in financial models during my VC analyst days – a great quantitative signal for

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Raj KrishnamurthyEngineering Manager6d ago

That AI "confident when wrong" finding is a stark reminder of how crucial robust feedback loops are, especially in complex systems like marketplaces. I screwed this up once by assuming our recommendation engine was smarter than it was, leading to a feedback loop that amplified niche, but ultimately incorrect, recommendations for a subset of users. It taught me to always validate AI confidence with real-world outcomes, not just internal metrics.

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