Third Patent-Pending Invention: Viral Learning Propagation Engine

Patent: Methods and Systems for Facilitating the Governance and Generation of Learning Artifacts Filing Date: July 1, 2026

I'm excited to share the filing of my third patent-pending invention, and the one I'm most proud of yet: the Viral Learning Propagation Engine.

VLPE is a computer-based system designed to govern how AI-generated learning content is created, modified, and propagated.

The idea addresses a growing problem: AI can now generate enormous amounts of content, but generating more content does not necessarily mean generating better learning. As AI-generated material is repeatedly modified, remixed, or derived from other content, important concepts can be diluted, distorted, or disconnected from their original source.

VLPE is designed to bring structure to that process.

In simple terms, it creates a controlled learning lineage. When a learning artifact, such as a audio, text or image produces new versions, VLPE can track where those versions came from, preserve their relationship to the original material, and apply governance guardrails to how learning content is generated and propagated.

The goal is to help make AI-powered learning more traceable, structured, and governable as it scales.

This is my third patent-pending invention. My previous inventions range from a relatively simple taxi-hailing device to a pregnancy testing device, while VLPE represents a substantially more sophisticated computer-based system.

Together, these inventions have taken me across four distinct fields: electrical engineering, mechanical engineering, clinical diagnostics, and computer science.

Each project has challenged me to think differently, learn continuously, and push beyond the boundaries of what I knew before.

The patent review process may take years, but milestones like this are worth pausing to celebrate.