The Emerging Personal Intelligence Stack

· Bits and Bobs 3/9/2026
  • The Emerging Personal Intelligence Stack
    • The emergence of personal intelligence follows a sequence, but its value accrues in a stack.
    • Layer 6: Personal autopilots (agents that act on your behalf)
    • Layer 5: Insight & reasoning layer (queries, micro-apps, analysis)
    • Layer 4: Personal context graph (taste model, behavior history)
    • Layer 3: Identity & permissions layer (ownership, access, sharing)
    • Layer 2: Data ingestion layer (APIs, imports, manual input)
    • Layer 1: Source platforms (Spotify, Netflix, Amazon, etc.)


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