Unsupervised Learning

Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture—and how best to upgrade ourselves to be ready for what's coming.

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548 clip(s) in playlist

Evolution, Lit RPG and AI Harnesses
I went on a walk and ended up connecting three things I've been thinking about: evolution, LitRPG, and personal AI harnesses. Why listening to The Primal Hunter keeps getting me excited to work on my own goals, and how a personal AI harness is your own LitRPG system.
23:48
The Missing Piece Is Ideal State
📝 Theo put out a video saying you should turn off Claude Code's memory, and it triggered me enough to record a response. My argument: the real problem with all AI is the gap between what's in your head and what the AI knows you want. I walk through how LifeOS closes that gap with the Ideal State A…
20:51
The Different Games OpenAI and Anthropic Are Playing
Anthropic is going after the enterprise operations layer; OpenAI wants to be everyone's personal agent. Both are multi-trillion-dollar markets, and they barely overlap.
03:48
Debating the Morality of Dario Amodei
A debate with Zack Korman on the morality of Dario Amodei specifically, and Anthropic in general. Zack's version of the video: https://youtu.be/mQ9-YoE9ykE
1:14:51
Rethinking AI Harnesses
Why we should think of the AI harness not as a coding tool, but as an Intent Engineering system that manages your entire life — a LifeOS. https://github.com/danielmiessler/LifeOS
12:20
Why We Need Some AI Model Controls
My argument for why we need some AI model controls.
36:19
AI Predicts the Text of Answers
A logical argument and demonstration of how AI has one type of understanding while lacking another. https://aiunderstands.ai
08:14
Most Companies Aren't Anywhere Near Ready for AI
Most Companies Aren't Anywhere Near Ready for AI. It's not that companies aren't using AI—it's that they can't.
05:17
We're All Building a Single Digital Assistant
There's tons of confusion about what we're all building towards with Personal AI. Are we building Agents? AI Harnesses? To what end? In this video I lay why I think we're all heading towards a single place that we should start getting ready for now. I think getting this early will put you 1-3 years…
32:16
Why AI Will Replace Knowledge Workers
A longer form discussion on exactly how and why AI will replace knowledge workers.
1:16:08