This math is far above me, but I get a feeling like there's some relationship between the Fisher Information Metric and Kalman Filters. I think I'll take another look later tonight
E.g., in this text:
https://www.google.com/books/edition/The_Minimum_Description...
[1] https://en.wikipedia.org/wiki/Kalman_filter#Information_filt...