I guess I'm the foolish one, but I thought the title implied that the book was about algorithms you can use to make decisions, not decision making algorithms.
Algorithms To Live By is an amazing book. My favorite chapter was the one about sorting where the author comes to the same conclusion I did many years ago – do not sort your socks. It's a waste of time. Bucket them by type instead.
Thanks for the reco - this book looks very promising. <Added via Audible>
A personal deficit I have noticed in myself is .... not being able to commit to making a decision, because I think probabilistically - that I can see the other probabilities but have been recently using some shortcuts. I need more.