Shadow Brokers, fingerprinting Netflix traffic, Magneto vuln, Juniper advisories, Amazon speaker tech, Facebook's 100Gbit optical switches, Google Hire, Minecraft currency, a solar-powered water harvester, OWASP Top 10 draft comments, remote SSH, EC2 and NAT firewalls, deep learning is a black box, discovered links, and more…

Shadow Brokers, fingerprinting Netflix traffic, Magneto vuln, Juniper advisories, Amazon speaker tech, Facebook's 100Gbit optical switches, Google Hire, Minecraft currency, a solar-powered water harvester, OWASP Top 10 draft comments, remote SSH, EC2 and NAT firewalls, deep learning is a black box, discovered links, and more&hellip;

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: No 74

📝 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

Unsupervised Learning: No 74

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