MODULE 001 lesson
Introduction
Why 2025 changed everything
What is the harness revolution, and why now?
Enter through the surface that matches the job. The curriculum is structured and gated.
12 modules from Dartmouth to the agent era. Sequential, dense, and protected behind the code gate.
Learn. Operate. Command. From AI history to the memory war.. Twelve modules that connect the history of AI, the mathematics of transformers, the agent era, frontier model selection, interface design, and the memory architecture beneath durable institutional intelligence. This isn't a course about prompts. It's a course about how the machine actually works.
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Why 2025 changed everything
What is the harness revolution, and why now?
How AI was born (and almost died)
Can a machine think?
From 'can it think?' to 'can we control it?'
Why did everyone give up — and what survived?
How today's LLMs actually work
How did machines learn to teach themselves?
What the labs are building now
What are the labs building right now?
How AI scales
How do you turn a lab experiment into a $100B product?