Valve admits that this machine learning system isn't ideal for brand new games, which don't have enough players from which to glean data, leading to a "cold start" chicken-and-egg effect.

Recommendation algorithms are some of the most powerful machine-learning systems today because of their ability to shape the information we consume. YouTube’s algorithm, especially, has an ...