Table of Contents Summary Main issues 1. Introduction 2. Methods2.3 heuristic 3. Results Discussion Code These are my review-like notes on refined minimizers, introduced in Pan and Reinert (2024). Summary The paper introduces refined minimizers, a new scheme for sampling canonical minimizers that is less biased than the usual scheme. Instead of taking the minimum of the minimizer of the forward and reverse strand, the minimizer of the strand with the higher GT density is chosen. The less bias...