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Anthropic Doesn’t Need to Sell More AI — It Needs to Own the Economic Layer!

What if Anthropic’s path to a trillion-dollar company has almost nothing to do with selling more tokens? That sounds counterintuitive. But perhaps we are asking the wrong question.

  • Anthropic shifts focus from selling tokens to owning economic layer.
  • Revenue tied to verified work, cost reduction, risk reduction.
  • Potential emergence of Agent Reputation Layer akin to credit score.

What actually gets sent to an AI provider when you ask?

When you ask an AI model a question, the provider receives the whole request, not only the sentence you typed: hidden instructions, the earlier conversation, any attached files or retrieved passages…

  • Entire request, not just user input, is sent to AI provider
  • Includes hidden instructions, conversation history, attached files
  • Retrieval-augmented generation sends additional pages/content

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