Unsupervised Learning

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.

Jaksot(538)

Why I Believe in SOTA Models Over Custom Ones

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/upgradeSee omnystudio.com/listener for privacy in...

11 Maalis 1min

AI Quality Inversion

AI Quality Inversion

A troubling thought about what we will think about high-quality content in the future. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

6 Maalis 1min

The Great Transition

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:...

28 Helmi 1h 24min

Starting 2026

Starting 2026

A welcome back and early entry into 2026. Sponsored by: Knocknoc!Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

30 Tammi 25min

Judge AI based on Output, Not Mechanism

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/upgradeSee omnystudio.com...

22 Marras 20256min

Humans Need Entropy

Humans Need Entropy

How humans and AI models both share the weakness of deterioration without novel inputs. Become a Member: https://danielmiessler.com/upgradeSee omnystudio.com/listener for privacy information.

16 Marras 20254min

Why I Think Karpathy is Wrong on the AGI Timeline

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/upgradeSee omnystudio.com/listener for privacy informat...

20 Loka 20259min

Novelty Exploration vs. Pattern Exploitation

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/upgradeSee omnystudio.com/listener for privacy informat...

15 Loka 20253min