The Four Levels of AI Aggregation

  • The Four Levels of AI Aggregation
    • From Ben Thompson and John Collison's discussion: AI commerce will not arrive all at once. It will stack.
    • 1 ) Do it for me
      You've already chosen.
      "Buy this."
      The agent executes.
    • 2) Help me decide (session-level context)
      You give context right now.
      "I need a winter jacket for 20° weather."
      The agent uses the constraints you just provided to narrow options. Every session starts fresh.
    • 3. Know me over time (persistent identity) (Shelf lives here)
      The system remembers what you like across sessions.
      Your past purchases, taste, habits shape future recommendations automatically. You don't restate yourself.
    • 4. Act ahead of me
      "It's October. You're moving north. Here are three jackets you'll love."
      The system anticipates needs based on accumulated context.

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