In this sponsored standalone episode I speak with Ismael Valenzuela, VP of Threat Research and Intelligence at Blackberry Cylance.

We discuss:
Modern Threat Intelligence
The shifting attention of attackers
GenAI attacks
How defenders are adapting to AI attacks
And many other topics

In this sponsored standalone episode I speak with Ismael Valenzuela, VP of Threat Research and Intelligence at Blackberry Cylance.
We discuss:
<ul>
<li>Modern Threat Intelligence</li>
<li>The shifting attention of attackers</li>
<li>GenAI attacks</li>
<li>How defenders are adapting to AI attacks</li>
<li>And many other topics</li>
</ul>

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)

A Conversation With Ismael Valenzuela About AI and Threat Intelligence

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/7e4dcaac-d469-41ac-9660-b1290162ed05/transcript

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>

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

A Conversation With Ismael Valenzuela About AI and Threat Intelligence

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