A welcome back and early entry into 2026. 

Sponsored by: Knocknoc!

A welcome back and early entry into 2026.&nbsp;
Sponsored by: <a href="https://ul.live/knocknoc_N514">Knocknoc!</a>

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.

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

Exploring the fascinating intersection of security, technology, and humans.

Unsupervised Learning

Unsupervised Learning (Member Edition)

Starting 2026

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/1279a115-e9ef-46c9-9797-b3e2016e90a4/transcript

A logical argument and demonstration of how AI has one type of understanding while lacking another.

https://aiunderstands.ai 

A logical argument and demonstration of how AI has one type of understanding while lacking another.
<a href="https://aiunderstands.ai">https://aiunderstands.ai</a>&nbsp;

AI Predicts the Text of Answers

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/76f8981c-380b-4fa2-9628-b45e0165b601/transcript

Most Companies Aren't Anywhere Near Ready for AI. It's not that companies aren't using AI—it's that they can't.

Most Companies Aren't Anywhere Near Ready for AI. It's not that companies aren't using AI&mdash;it's that they can't.

Most Companies Aren't Anywhere Near Ready for AI

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/17c737f1-5f38-4638-9a61-b43f01843823/transcript

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.

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.

We're All Building a Single Digital Assistant

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/833070aa-a5ac-4ca5-ae97-b42d017e78ef/transcript

Starting 2026

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Unsupervised Learning

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