neutrality

A fast and scalable CUDA implementation to conduct highly parallelized evolutionary tests and viral simulations at scale. Related manuscripts: https://doi.org/10.1111/2041-210X.14168 and https://doi.org/10.1038/s41467-025-60988-8

Sentiment Analysis Visualization

Maximizing Neutrality in News Ordering

The W-Model, a tunable Black-Box Discrete Optimization Benchmarking (BB-DOB) problem, implemented for the BB-DOB@GECCO Workshop.

Governance standard for public-interest analysis: civic integrity floors, boundary alerts, and high-risk decision gates to keep civic work neutral, auditable, and non-destructive.

Authoritative specification of Structural Explainability (SE).

Authoritative specification of Accountable Entities (AE).

Superseded: Lean 4 formalization of the contextual structural explainability layer.

AI Sovereignty Through Responsible Operationalisation — Governed by Integrity, Accountability, Neutrality, and Transparency

Embed this widget on your site and help save net neutrality!

Terminal CLI for the ZPL stability engine. AI bias scoring, consistency checks, and neutrality analysis from shell, cron, and CI/CD. Reads stdin, writes JSON. Composes with jq, awk, curl.

A neutral, non-partisan tool to help voters access municipal election information - AI Circle community project

TypeScript and Python SDKs for the ZPL stability engine — AIN bias detection across finance, gaming, AI/ML, security and crypto. Includes an OpenAPI 3.0 spec on GitHub Pages, a Postman collection, a GitHub Action template and a Unity guide.

🛡️ Establish standards for analyzing public-interest issues, ensuring neutrality, evidence-driven evaluation, and careful review of high-stakes claims.