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AFTER CERTAINTY

Pattern

Attention Restores Contact

Attention reintroduces consequence where abstraction would conceal it—much of staying human at scale is this discipline repeated.

At a glance

  • What it does

    Attention reintroduces consequence where abstraction would conceal it—much of staying human at scale is this discipline repeated.

  • Why it matters

    Blame and metrics average consequence until distance feels like innocence.

  • Key risk

    aggregate dashboards stay green while exception clusters hide harm

  • Counterbalance

    read exception reports when headlines look fine

Appears in chapters

  1. Chapter 5 — Responsibility Without Control

    in After Certainty

  2. Part III — Living With Limits

    in After Certainty

  3. Chapter 8 — Staying Human at Scale

    in After Certainty

  4. Conclusion — Enough

    in After Certainty

  5. Appendix — Stabilizers and Distortions

    in After Certainty

  6. Chapter 4 — What Attention Makes Visible

    in Learning to See

  7. Chapter 14 — Ancient Practices, Future Problems

    in Learning to See

  8. Epilogue — Becoming Better Knowers

    in Learning to See

And 4 more chapters with this association.

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