05:51
2026-09-09
nirmalutwani.substack.com
artificial-intelligence
The Math Under Every AI Model: James Wilkinson and Backward Error
James Wilkinson, a Turing Award winner in 1970, introduced backward error analysis, a method that measures how much input perturbation is needed to make an algorithm's output exactly correct. This app…