Publications
Official archive of peer-reviewed articles, software, datasets, and white papers published by the Chess Multiverse research collective.
Datasets & Software
Interactive open-research software for computational chess analytics. A client-side explorer built to visualize human error rates and engine evaluations.
A comprehensive dataset logging human errors, blunder rates, and engine evaluation metrics across thousands of chess positions. Designed to support computational chess research and cognitive fallibility modeling.
A specialized opening database containing intelligence metrics and analytics derived from a targeted 20-million game subset of the open Lichess database. Accompanied by interactive software to visualize and extract opening theory data.
A specialized dataset mapping human error rates and cognitive fallibility across various chess positions, highlighting where players are most prone to blunders.