



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.

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

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.

Novelty Exploration vs. Pattern Exploitation
How going from exploration to exploitation can help you as both a consumer and creator of everything.

Magnifying Time
Some thoughts on how novelty and attention magnify the time that we have.

A Conversation With Harry Wetherald CO-Founder & CEO At Maze
➡ Stay Ahead of Cyber Threats with AI-Driven Vulnerability Management with Maze: https://mazehq.com/ In this conversation, I speak with Harry about how AI is transforming vulnerability management and application security. We explore how modern approaches can move beyond endless reports and generic…

A Conversation With Grant Lee CO-Founder & CEO At Gamma
➡ Upgrade your presentations with Gamma, the best AI presentation maker: https://gamma.app In this conversation, I speak with Grant, co-founder of Gamma, about how their platform is transforming presentations and idea-sharing. Instead of starting with slides, Gamma helps you focus on the story fir…

UL NO. 497: STANDARD EDITION | More NPM Shenanigans, I Open Sourced Kai, Blood Work Results, Finding Vulns in a 10-line Prompt, and more...
UL NO. 497: STANDARD EDITION | More NPM Shenanigans, I Open Sourced Kai, Blood Work Results, Finding Vulns in a 10-line Prompt, and more... Read this episode online: https://newsletter.danielmiessler.com/p/ul-497 Subscribe to the newsletter at: https://danielmiessler.com/subscribe Join the UL co…

UL NO. 496: STANDARD EDITION | New Video on Building my Personal AI System, Anthropic Reveals One-person Hacking Company using Claude, Pentagon Says China Keeps Penetrating, and more...
UL NO. 496: STANDARD EDITION | New Video on Building my Personal AI System, Anthropic Reveals One-person Hacking Company using Claude, Pentagon Says China Keeps Penetrating, and more... Read this episode online: https://newsletter.danielmiessler.com/p/ul-496 Personal AI Video I'm so excited about…

A Conversation with Michael Brown About Designing AI Systems
In this episode of Unsupervised Learning, I sit down with Michael Brown, Principal Security Engineer at Trail of Bits, to dive deep into the design and lessons learned from the AI Cyber Challenge (AIxCC). Michael led the team behind Buttercup, an AI-driven system that secured 2nd place overall. We…