This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

A code of ethics for responsible email newsletter senders

Meritocracy, Stratification, & Exclusion. A more ethical framework.

The Open Ethics Canvas is a tool for developers, product owners, and ethics professionals. It could be used as a conversation starter in the process of building transparent and explainable technology products.

Novel evaluation framework that transcends traditional metrics, from technical benchmarking to societal outcome measurement.

Artificial Superintelligence for the (Good!) Quasieternity for (Good!) Happiness for the (Somewhat Unrestricted, local & global & more!) Biosphere (of unrestricted Any and maybe more).

Live/global "CoConstitution", ethical guardrails, AI/human policies, collaboration playbooks, civic trust OS, auto/self-evolving toolsets, AI-onramp (GIBX), because unless "we the people" set the edge controls, all enterprises, orgs and democracies may be "owned" by AIs.

Artificial Superintelligence Knots (I coined or re-invented this).

An evolving Philosophical+/Ethical framework, taking and building upon JD's philosophy using ethics - by modernizing and applying mechanics like ethical Consequentialism to promote minorities like the mentally ill/disabled/racial minorities/other types of oppressed minorities.

Research and development (R&D) refers to the set of activities companies undertake to innovate and introduce new products and services.

A curated list of resources, policies, and experts on AI Ethics in Africa.

My academic website.

An analysis of the Cain's Jawbone murder mystery puzzle using data science methods.

Ethical AI-Human Symbiosis Framework for Cognitive Systems Design and Governance

AI Ethics reflection tool grounded in global frameworks, and with trauma-informed, ADA-conscious, and survivor-safety toggles. Built for product, data, and legal teams. Powered by the REFLECT AI Framework v1.0.

A public framework for ethical bias detection, institutional recalibration, and cognitive sovereignty protection.

I am looking for work. Please get in touch if you'd like to hire me.

My introduction to ethics course