A concise explanation of why software continues to have security and quality problems after decades of supposedly trying to address the problem.

A concise explanation of why software continues to have security and quality problems after decades of supposedly trying to address the problem.

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

Why Software Remains Insecure

A welcome back and early entry into 2026. 

Sponsored by: Knock Knock!

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

Starting 2026

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

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

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

Judge AI based on Output, Not Mechanism

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/534211c5-f57b-4474-948e-b39d0165f728/transcript

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

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

Humans Need Entropy

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/157ff45e-4f22-4811-8565-b396016b98d9/transcript

Why Software Remains Insecure

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