Research Library (Pre-Prints)
Our central repository for working papers, methodology documentation, and early drafts. This library tracks ongoing internal research and official software whitepapers.
Chess Multiverse Error & Evaluation Dataset (CMEED v1.0)
Official dataset release documentation compiling millions of calculated datapoints linking engine-assessed evaluation shifts directly to human blunder distributions.
Human Fallibility Database: Cognitive Error Mapping Matrix
An ongoing foundational sub-project mapping specific tactical error patterns and mistake likelihood curves directly across multi-elo tactical horizons.
Chess Multiverse Error Explorer: Client-Side WASM Architecture
Technical methodology outlining the serverless architecture of the Error Explorer. Details the integration of DuckDB WASM and Parquet files to deliver high-performance, client-side computational chess analytics.
Opening Intelligence Database: A 20-Million Game Statistical Analysis
The foundational methodology and statistical performance of over 15,013 opening variations parsed from a 20-million game Lichess subset. This documentation accompanies the official dataset release.
Algorithmic Mimicry: The Erosion of Human Positional Intuition
A pre-print study investigating how long-term reliance on Stockfish and evaluation engine data fundamentally restructures human positional intuition and baseline tactical creativity.
Cognitive Aging & Chess as a Neuro-Biomarker
Tracking variance in calculation loops and spatial memory patterns across distinct age brackets to evaluate chess performance metrics as a non-invasive diagnostic tool for early cognitive decline.
Call for Papers
Are you researching chess psychology, history, or data science? We are accepting drafts and working paper proposals to feature in our open library.
Submit Proposal