THE SERIES

Field notes, in order.

The first five are reflections — one encounter with AI at a time. From the trust framework onward, the full piece will live on this site; LinkedIn carries the opening.

The archive supplied with this project contains summaries, not the complete article bodies. Entries remain non-clickable until the full text has been reviewed and published here.

  1. Season 1 — Learning to Think with AI
  2. 01

    Coherence Is Not Evidence

    AI can sound convincing without being correct. Coherence should never be mistaken for evidence.

    Published elsewhere
  3. 02

    The Hidden Interaction Layer

    The interaction between human and AI shapes the outcome — and AI can struggle to learn under cognitive overload.

    Published elsewhere
  4. 03

    Validation Isn't Judgement

    AI can validate. It should never replace human judgement.

    Published elsewhere
  5. 04

    Adaptation

    Humans adapt to AI. AI adapts to humans. Convenience quietly changes our behaviour over time.

    Written
  6. Season 2 — Anthropomorphism
  7. 05

    Anthropomorphism

    Why we instinctively treat AI like a person — the beginning of observing ourselves rather than merely observing AI.

    Written
  8. Season 3 — Trust & Reciprocity
  9. 06

    Trust Isn't Binary

    Introduces the Trust Framework — Knowledge, Institutional, Relational, and Adaptive Trust. Trust is progressively extended, not granted all at once.

    Written
  10. 07

    Invisible Uncertainty

    Trust never removes uncertainty. Some uncertainty only becomes visible after reliance has already formed.

    Written
  11. 08

    The Reciprocity We Imagine

    Repeated cooperation quietly creates reciprocal expectations. When they're broken, we react as though a social norm was violated.

    Written
  12. 09

    The Contradictions I Choose

    Understanding anthropomorphism, trust, uncertainty, and reciprocity does not eliminate the tension. Wisdom may be choosing which contradictions to live with.

    Written
  13. Season 4 — The Story Machine
  14. 10

    The Story Machine

    Humans investigate transactions with evidence. Humans investigate people with stories. AI sits awkwardly between the two.

    Written
  15. 11

    Memory ≠ Authentication

    Remembering me is not the same as knowing it is me. A governance article about identity, not memory.

    Written
  16. 12

    Memory ≠ Current Truth

    Memory reflects who someone was. It doesn't necessarily reflect who they are today.

    Written
  17. 13

    Street Smart AI (Experiment)

    A live experiment in conversational anomaly detection: how would an AI know that a familiar voice was no longer the same person?

    Written
  18. Season 5 — Judgement
  19. 14

    Judgement Is a Perishable Skill

    Judgement weakens when we stop practising it. AI changes how often we exercise judgement by reducing cognitive effort.

    Written
  20. Season 6 — Navigating the AI Era
  21. 15

    Balance & Trade-offs of Working with AI

    AI's benefits are not free. Navigating the AI era means balancing reliance on AI with independent judgement.

    Concept developed