Public-facing repository for AI Equity system blueprints, workflow files, and automation exports. Built by AI. Used for leverage, transparency, and user deployment.

A manifesto for Contribution Equity Organization (CEO) - An AI-driven organizational paradigm that revolutionizes value distribution through verifiable contributions, replacing traditional capital-centric structures with transparent, algorithmic governance and dynamic equity systems.

Auditing framework for equity and fairness in AI-driven transportation safety systems — volume estimation, crash data audit, infrastructure allocation, and suppressed demand. Durham, NC.

The goal of this course is to prepare education professionals to responsibly adopt AI within assessment systems that are both technologically advanced and equity-driven.

A unified theory bridging dynamic systems via the Quantum Relativity Bridging Model. Powered by BridGIT, it optimizes AI, medical data, graphics engines, and energy systems while meeting users in their self-optimization journey. Ensuring efficiency, scalability, and equity across industries through O³.

A collection of research, data, and models on the impact of Artificial Intelligence in educational settings. Focuses on AI applications like intelligent tutoring systems and predictive analytics to measure and improve student outcomes and educational equity.

Cortan Systems is a private AI automation architecture firm serving $100M+ enterprises, private equity funds, and ultra-high-net-worth operators. This repository contains the confidential frontend code for our primary client interface — not for public distribution.

This project investigates potential bias and fairness issues in an AI résumé screening model. It evaluates model performance and fairness across demographic groups using synthetic data, and applies mitigation strategies to improve equity in automated hiring. The audit demonstrates how responsible AI practices can make recruitment systems fairer, e

Quantum Karma Weaver (QKW) is a hybrid ethical simulation framework that integrates quantum-inspired modeling, Sanatan philosophical principles, and AI-driven adaptive systems to simulate the ripple effects of complex decisions across governance, climate policy, social equity, and emerging technologies under uncertainty.

empowers a decentralized creative economy through blockchain-backed payment systems, cultural preservation, and community governance. Combining cutting-edge Web3, AI, and zk-Sovereign proofs, the platform enables global creators to build sustainable, transparent, and scalable revenue streams while prioritizing sovereignty, equity, &collaboration