Not my experience at all. 25% sounds really high. I can't even remember the last time it gave me an error that wasn't reasonable (e.g. based on incomplete information) and was just pure noise.
my experiences range from helping design penn's new AI degree programs, hearing from friends at algorithmic hedge funds, hearing from friends at startups, and my own development.