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Unsupervised Learning (Member Edition)

Unsupervised Learning (Member Edition)

Hosted by Daniel Miessler

Episodes

100

Latest episode

Sep 2026

Language

EN-US

About the show

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.

Listen to episodes

60 recent
September 17, 202623 min

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. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

August 31, 202620 min

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. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

August 14, 20263 min

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. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

July 9, 20261 hr 14 min

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 Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

July 9, 202612 min

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 Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

July 9, 202636 min

Why We Need Some AI Model Controls

My argument for why we need some AI model controls. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

June 3, 20268 min

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 Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

May 3, 20265 min

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. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

April 15, 202632 min

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. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

March 21, 20261 hr 16 min

Why AI Will Replace Knowledge Workers

A longer form discussion on exactly how and why AI will replace knowledge workers. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.

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