NEW PREPRINT "Critical Appraisal of Fairness Metrics in Clinical Predictive AI".-> . We identified 62 fairness metrics (& growing) - unsurprisingly it's all a bit of a mess. with most metrics not fit for purpose. #predictiveAI #fairness #machinelearning

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AI is in trouble. Both #generativeAI and #predictiveAI face crippling limitations that compromise their value. The solution? #GenAI helps predictive AI and vice versa. Read my latest in Forbes, "5 Ways To Hybridize Predictive AI And Generative AI"

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Here's why it's absolutely critical to estimate the business value of #predictiveAI – *before* you deploy it – rather than sticking with only the standard technical metrics (like accuracy, precision, recall, and AUC). #MLvaluation.

The product is set to launch tomorrow! We’ve already dropped the 1st how-to, hands-on video, showing how easy it is to view the monetary value of your #predictiveAI project through Gooder AI's business-oriented lens. Watch now:

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Most #predictiveAI projects neglect to estimate the potential profit – a practice known as #MLvaluation – and that spells project failure. Read my latest in @Forbes for the how-to:

#PredictiveAI fails because it isn't navigated toward business value. changes that by empowering #datascientists & stakeholders to *valuate* #MLmodels and interactively visualize deployment options. How to fine-tune #MLvaluation:

'The impact of #AI on #HR' - @CieloTalent looks at how it'll change everything (and why that's a good thing).#generativeAI #predictiveAI #Talent

What is a #profitcurve and why do all #predictiveAI projects need one? Watch this short video for a quick overview, illustrated with examples: #MLvaluation.

#PredictiveAI is primed for continued expansion. As this article from Forbes indicates, the real power may come from harnessing predictive AI to boost and evaluate #GenAI projects. There's a market opportunity in combining these tools. #AI #Startup

.@CieloTalent says #AI will transform the recruiter and candidate experience for the better, driving #hyperpersonalization, democratization, responsive communications, and more meaningful interactions. #generativeAI #predictiveAI #HR

In our 8-week online course, Predictive Artificial Intelligence, starting June 24, you'll gain the tools and frameworks to lead AI-driven projects with confidence and purpose. 📅 Starts: June 24.💻 Online · 8 weeks.🔗 #PredictiveAI #MachineLearning.

is the only OTS solution for navigating biz considerations when establishing the #decisionthreshold for #predictiveAI deployment. But. you mostly view the decision *boundary*, not the decision threshold. So how do the two relate?

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Why gamble on logistics when AI can forecast the future? 🔮 Let’s chat and get your supply chain working smarter, not harder. #Openxcell #AIinLogistics #SmartSupplyChain #TechWithBrains #PredictiveAI #InventoryOnPoint #NoMoreGuesswork #AutomationRevolution

To perform #MLvaluation, your cosmetic setup is key to both understanding and sharing with others. Here's how to configure to fully align with each #predictiveAI project.

#PredictiveAI projects generally fail because they aren’t navigated toward explicit business value. Gooder AI changes that by empowering #datascientists and stakeholders to *valuate* AI models. See how to do so on XGBoost & scikit-learn models #MLvaluation.