Work in Progress — This research is actively evolving. The framework is under continuous refinement, many sections are incomplete, and ideas presented here may change substantially as the work matures.

Published Writing

Articles and posts about this research

How I Built a Custom AI Learning Workflow That Actually Works

A practical walkthrough of using AI as a collaborative learning partner: transforming podcast content into structured curricula, using voice mode for ambient learning, and turning "dead time" into productive learning time. Demonstrates the distillation principles of the framework in action.

Understanding-Based AGI: A Framework for Genuine Machine Intelligence

The primary introductory article for the framework. Covers the core ideas: distillation versus compression, the dimensional world model, structural integration, grounding, and why genuine understanding requires fundamentally different architecture from current AI systems.

Other Writing

For my broader writing beyond this research project, including posts on AI workflows, technology, and more, visit the main Writing section.