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Unsupervised Learning

Unsupervised Learning

Daniel Miessler

Unsupervised Learning is a Security, AI, and Meaning-focused podcast that looks at how best to thrive as humans in a post-AI world. It combines original ideas, analysis, and mental models to bring not just the news, but why it matters and how to respond.

  • 5 minutes 18 seconds
    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.

    3 May 2026, 11:37 pm
  • 32 minutes 16 seconds
    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.

    15 April 2026, 11:41 pm
  • 1 hour 16 minutes
    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.

    21 March 2026, 6:23 pm
  • 1 minute 48 seconds
    Why I Believe in SOTA Models Over Custom Ones

    I think the future is cheaper and Open Source SOTA models combined with context, not custom, narrow models.

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    11 March 2026, 8:50 pm
  • 1 minute 2 seconds
    AI Quality Inversion

    A troubling thought about what we will think about high-quality content in the future. 

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    6 March 2026, 4:08 pm
  • 1 hour 24 minutes
    The Great Transition

    There are a bunch of different transitions happening right now—all at the same time, all (I think) heading in the same direction. Here is a long-form exploration of the various pieces.

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    28 February 2026, 12:43 am
  • 25 minutes 9 seconds
    Starting 2026

    A welcome back and early entry into 2026. 

    Sponsored by: Knocknoc!

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    30 January 2026, 10:29 pm
  • 6 minutes 58 seconds
    Judge AI based on Output, Not Mechanism

    How we can use an output-based system to judge whether or not different kinds of technology achieve understanding or intelligence. 

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    22 November 2025, 9:45 pm
  • 4 minutes 20 seconds
    Humans Need Entropy

    How humans and AI models both share the weakness of deterioration without novel inputs. 

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    16 November 2025, 4:15 pm
  • 9 minutes 54 seconds
    Why I Think Karpathy is Wrong on the AGI Timeline

    Karpathy is confusing LLM limitations with AI system limitations, and that makes all the difference. 

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    20 October 2025, 2:29 pm
  • 3 minutes 44 seconds
    Novelty Exploration vs. Pattern Exploitation

    How going from exploration to exploitation can help you as both a consumer and creator of everything.

    Become a Member: https://danielmiessler.com/upgrade

    See omnystudio.com/listener for privacy information.

    15 October 2025, 9:37 pm
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