Probability underlies much of the modern world-an engineering professor explains how it actually works

• Probability forms the backbone of AI, guiding machine learning models and decision-making. • In cryptography, probability ensures secure key generation and resistance to brute‑fo

Science · February 24, 2026 (updated February 24, 2026) · 1 min · 194 words
Turbostat With Linux 7.0 Can Report New L2 Cache Statistics

Turbostat With Linux 7.0 Can Report New L2 Cache Statistics

• Turbostat With Linux 7.0 Can Report New L2 Cache Statistics The Turbostat command-line utility for reporting processor frequency and idle statistics along with other useful infor

OS & Internals · February 19, 2026 (updated February 24, 2026) · 2 min · 252 words
Language, Statistics, & Category Theory, Part 3

Language, Statistics, & Category Theory, Part 3

• Introduces enriched category theory framework for modeling language expressions and their relationships. • Builds on Part 2’s set assignment to words, extending to statistical co

Mathematics · September 27, 2021 (updated February 24, 2026) · 1 min · 192 words
Language, Statistics, & Category Theory, Part 2

Language, Statistics, & Category Theory, Part 2

• Language modeled as category L: objects are English expressions, morphisms are substring inclusions. • Category L captures syntax but lacks semantic depth, prompting richer categ

Mathematics · July 21, 2021 (updated February 24, 2026) · 1 min · 184 words
Language, Statistics, & Category Theory, Part 1

Language, Statistics, & Category Theory, Part 1

• Authors propose a new preprint exploring math behind large language models. • Question: how to model transition from probability distributions on text to syntax and semantics. •

Mathematics · July 7, 2021 (updated February 24, 2026) · 1 min · 169 words