One thing that clicked for me is that two uncertain distribution of measurements (a high variance in the distribution) makes a “more certain” measurement (a nar

One thing that clicked for me is that two uncertain distribution of measurements (a high variance in the distribution) makes a “more certain” measurement (a narrower distribution). Use this more certain measurement and combine it with the next measurement, then rinse and repeat and boom, you have a Kalman filter.