The Trivium Method: How to Out-Learn AI in Any Field
AI perfected rote memorization, and you can't out-remember a machine. The real edge is learning to learn: the recursive Trivium, and the lived experience no AI can reach.
Topic
AI
A collection of 22 issues
The Machine Won the Memory Contest. Now What?
AI now out-recalls the experts, so rote schooling is dead. Machines cannot copy judgment or lived experience. The fix is old: the Trivium (gather, test, express) and the journeyman's road. Stop memorizing. Start journeying.
Learning to Learn - Human vs AI
The goal is to help you see how real learning works, how wise judgment grows, and how to enter the long human dialogue called the Great Conversation.
The Architecture of Mind: Seven Irreducible Principles of Agentic AI
AI agent systems work through context windows and loops. This thesis details seven irreducible principles, compares machine pattern to human learning, and predicts a coming era of sovereign local intelligence enabled by Gemma 4 and TurboQuant.
2026 AI Predictions
Prediction vs Expectations of 2026 AI will they move us forward or is this the end of labor and jobs?
Human Capacity Crisis 2025
I message for people not AI, Companies are replacing us with AI that doesn't work and blaming us when it fails.
You're Not Ready For AI
AI companies are convincing bosses to replace you with machines that can't do your job, then blame you when they fail. 54% of Americans read at 6th grade level and weren't taught to spot this manipulation. It's happening now. You're not ready. But organized resistance can change the rules.
Building Intelligence That Learns
I've come to a disturbing realization: we're making the same mistake with AI that we made with education 180 years ago. We're building factory-model systems when we need Trivium-based learning machines.
Human Connection Strength or Weakness
The opposite of addiction isn't sobriety—it's connection. As AI job loss threatens our work-based social bonds , we face mass isolation. The solution is to build new structures of purpose, because the opposite of job loss is community.
Grokipedia vs Moral Algorithm
Two fundamentally different approaches to organizing human knowledge and ethical reasoning emerged into public view, Grokipedia vs Moral Algorithm