Analyzing design patterns that help ML collect signal. (more…)

Interpretability in machine learning (ML) is crucial for high stakes decisions and troubleshooting. In this work, we provide fundamental principles for interpretable ML, and dispel common misunderstandings that dilute the importance of this crucial topic.... (more…)

Technological debt is insidious, a kind of socio-infrastructural subprime crisis that’s unfolding around us in slow motion. Our digital infrastructure is built atop layers and layers and layers of… (more…)

Get the slides: https://www.datacouncil.ai/talks/running-effective-machine-learning-teams-common-issues-challenges-and-solutionsABOUT THE TALK:Despite signif... (more…)

To avoid a classic RTS problem, Age of Empires 4 is toying around with an AI that will eventually become so smart you'll never beat it. (more…)