Unsupervised Learning

By Daniel MiesslerTechnology

Unsupervised Learning episodes

September 17 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.
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24 min
August 31 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 Artifact, one document that works as both the build spec and the testing harness, and show the skill system and blogging pipeline that run on it.
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21 min
August 14 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.
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4 min
July 09 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
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1 hr 15 min
July 09 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
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13 min
July 09 Why We Need Some AI Model Controls
My argument for why we need some AI model controls.
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37 min
June 03 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
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9 min
May 03 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.
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6 min
April 15 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 ahead of everyone.
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33 min
March 21 Why AI Will Replace Knowledge Workers
A longer form discussion on exactly how and why AI will replace knowledge workers.
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1 hr 17 min

About Unsupervised Learning

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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.