You're absolutely right. And I am in academia so I'm not aware of what's being done in industry. I've heard people prefer conformal prediction since it is simp

You're absolutely right. And I am in academia so I'm not aware of what's being done in industry. I've heard people prefer conformal prediction since it is simple and distribution-free. Also, I recommend this fantastic article by Chip Huyen: https://huyenchip.com/2022/02/07/data-distribution-shifts-and-monitoring.html https://huyenchip.com/2022/02/07/data-distribution-shifts-an...