How increased understanding leads to the creation of better and better tools, and why tools are inexorable from weapons.

How increased understanding leads to the creation of better and better tools, and why tools are inexorable from weapons.

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

Visibility and Understanding Create Both Tools and Weapons

📝 Theo put out a video saying you should turn off Claude Code's memory, and it triggered me enough to record a response. My argument: the real problem with all AI is the gap between what's in your head and what the AI knows you want. I walk through how LifeOS closes that gap with the Ideal State Artifact, one document that works as both the build spec and the testing harness, and show the skill system and blogging pipeline that run on it.

📝 Theo put out a video saying you should turn off Claude Code's memory, and it triggered me enough to record a response. My argument: the real problem with all AI is the gap between what's in your head and what the AI knows you want. I walk through how LifeOS closes that gap with the Ideal State Artifact, one document that works as both the build spec and the testing harness, and show the skill system and blogging pipeline that run on it.

The Missing Piece Is Ideal State

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/bb156704-9811-49d5-96e7-b4b70171bf70/transcript

Anthropic is going after the enterprise operations layer; OpenAI wants to be everyone's personal agent. Both are multi-trillion-dollar markets, and they barely overlap.

Anthropic is going after the enterprise operations layer; OpenAI wants to be everyone's personal agent. Both are multi-trillion-dollar markets, and they barely overlap.

The Different Games OpenAI and Anthropic Are Playing

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/d89a1bba-f6ef-463f-b946-b4a6015436a5/transcript

A debate with Zack Korman on the morality of Dario Amodei specifically, and Anthropic in general. Zack's version of the video: https://youtu.be/mQ9-YoE9ykE

A debate with Zack Korman on the morality of Dario Amodei specifically, and Anthropic in general. Zack's version of the video: https://youtu.be/mQ9-YoE9ykE

Debating the Morality of Dario Amodei

https://api.omny.fm/orgs/070af456-729b-4a0f-9c09-a6c100397b59/clips/00e70140-405f-454f-8d44-b48201821250/transcript

Visibility and Understanding Create Both Tools and Weapons

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