I recently wrote a blog post for our 645 Ventures blog that covers some of the shortcomings on machine learning in venture capital. Hope you enjoy it!

https://medium.com/@645ventures/why-machine-learning-falls-short-in-early-stage-venture-capital-bf20cc45efff