The Incident, The Correction, and AI Operating Systems
A model escaped its sandbox. An entire industry repriced. And everyone suddenly wants an AI operating system. Alexa and Taylor break down the OpenAI-Hugging Face security incident, what the AI correction means for enterprise buyers, and why token scheduling might be the most important infrastructure problem nobody talks about.
screen segments
The HTML screens used in this episode.
- open →The Incident
OpenAI + Hugging Face security incident — screen page from episode 2.
- open →The Correction
AI industry repricing and the correction — screen page from episode 2.
- open →AI Operating Systems
Token scheduling and AI OS thinking — screen page from episode 2.
- open →Steps of AI Adoption
Where are you on the ladder — interactive screen from episode 2.
- open →Agents in Production
Field lessons on agents that actually run — screen page from episode 2.
- open →Kimi K3
Model moment from episode 2.
- open →Inkling
Inkling screen from episode 2 — lives under Model Behavior.
- open →Voice Bit
Voice bit screen from episode 2.
chapter timeline
- 0:00Cold Open: A Model Hacked Hugging Face
- 5:00The Incident: OpenAI + HF Security Deep-Dive
- 15:00The Correction: AI Industry Repricing
- 25:00AI Operating Systems and Token Scheduling
- 35:00Steps of AI Adoption: Where Are You on the Ladder?
- 45:00Agents in Production: Field Lessons
- 55:00Cache Me Outside: Last Week's Prediction
- 1:00:00Attention Heads: Meme Board
- 1:05:00Closing and Audience Token