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...
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...
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