Signals and Threads

Stronger Models Make Dirty Data Deadlier: Cleaning Is Worth More, Not Less

Jane Street's alternative data team found that once data leaks future information into the past, the stronger the model, the more dangerous it gets; pinning down "what was known at the time" is worth more than tuning the model.