Quote from zentrader:
I deal with changing markets by having a simple, effective algorithm to switch off a model when it stops working.
No good model lasts forever, my goal is to exploit it while it lasts, and be constantly re-evaluating/tweaking it and be ready to react quickly when I notice the market condition/premise on which it is designed is shifting.
By having a portfolio of models, I only need a reasonable number to hold up in production to get a decent overall result.
Well designed robust models don't fall apart spectacularly, they tend to flatline first giving opportunity to switch them off before they do too much damage.