Solved
Ice tilt doesn't exist. This has been discussed endlessly, and developers have chimed in trying and failing to convince all the people who will rather believe their own skewed observations than the actual people involved in creating the game.
What you're perceiving as ice tilt is a combination of factors including randomness, the effects of decreased stamina, and confirmation bias.