The Lede
Build good AI as fast as the evidence allows. Gate the tail. Bind the interface. Publish the contract. Show the violations.
Part I: The Failure-Mode Triangle
Any two of these without the third is a failure mode.
Accelerate + govern without binding → efficient, well-managed, but still capable of manipulating users at scale. A faster cage.
Accelerate + bind without...
The Chilla Boxing League exists because boxing has too many rooms off the main hallway. Fighters hold, circle, pose, cut weight on chemistry, sell waistbands to whoever pays, and treat the ring like a content studio. Chilla is smaller than that. It is a league with one picture: two men under forty, in shape, unmarked, standing in front of each other and throwing punches until the thing is...
Introduction: The Fear and the Promise
There is a specter haunting the creator economy. Its name is artificial intelligence. For the past two years, the dominant narrative among adult creators, artists, and independent entertainers has been one of justified anxiety. Deepfakes. Unauthorized replication. Content scraping. Model theft. The stories are real and the wounds are fresh: a creator's...
Preface
This manual is for anyone who uses AI. It is not for labs. It is not for regulators. It is not for the people who want to pace the frontier or control the narrative. It is for the person in front of the screen.
The essay — Anthropic Warns AI Could "Take Over the Internet." The Real Danger Is Slowing It Down. — is the argument. This is the manual. The essay says...
An opinion piece.
I don't use social media hoping one algorithm finally "gets me." I use it as a set of rooms I can arrange. X.com and Facebook.com are the best platforms for that because they let me build those rooms at scale. Other apps guess what I'll watch next. These two let me separate people from topics, news from family, discovery from loyalty, and a bad political week from the rest of...
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