P vs. NP Explained (2014)(danielmiessler.com) If you spend time in or around the programming community you probably hear the term "P versus NP" rather frequently. Unfortunately, even many with formal computer science training have a weak understanding of the concept.
Tokenisation Is NP-Complete(arxiv.org) In this work, we prove the NP-completeness of two variants of tokenisation, defined as the problem of compressing a dataset to at most $\delta$ symbols by either finding a vocabulary directly (direct tokenisation), or selecting a sequence of merge operations (bottom-up tokenisation).
What P vs. NP is about(wordpress.com) We recently made a Polylog video about the P vs NP problem. As usual, our goal was to present an underrated topic in a broadly understandable way, while being slightly imprecise and leaving out the messy technical details. This post is where I explain those details so that I can sleep well at night.