AquiaCollected
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A question across the collection · Editorial reading · 17 October 2026

What problem are we actually trying to solve?

A dazzling answer can solve the wrong problem. Follow the work from a user’s frustration to a useful decision.

Returns to the question

Selected passages in publication order. This arrangement is a new reading of the works.

March 23, 2023

The role of AI: Augmenting people, freeing them from routine tasks, and empowering them to excel.
"The Future of AI: User-Centric and Explainable. Why Product Managers Hold the Key to Success"​

The March 2023 starting position centers augmentation and product managers as translators of user needs.

July 8, 2024

vision market fit is often mistaken for product market fit.
Achieving Data Market Fit: The Key to Successful B2B ML Product Development

July 2024 moves from a compelling pitch to the data, workflows and partnerships required to deliver.

January 17, 2025

A good product isn’t about the first five seconds of amazement; it’s about the next five months of utility.
The "Wow" Fallacy: When "Wow" Isn’t Enough

January 2025 makes sustained usefulness the test of the prototype.

September 9, 2026

Neither automatically establishes that the proposition captures our intention, the tests cover every important situation, or the outcome is one we should want.
The Answer Factory

September 2026 sets a further limit: verification cannot choose our purpose for us.

Keep reading

  1. October 15, 2025

    The Operating System of Intelligence
  2. May 20, 2025

    The Rumors of Google's Death Have Been Greatly Exaggerated
  3. January 17, 2025

    The "Wow" Fallacy: When "Wow" Isn’t Enough
  4. December 9, 2024

    Elon and Zuck’s Data Diaries: How They’re Turning Our Likes Into Billion-Dollar Insights
  5. September 27, 2024

    The AGI Puzzle: Unmasking Hidden Affordances and Signifiers
  6. July 30, 2024

    From Nerds to Needs: How Product Managers Bridge the AI Gap in Research (short version)
  7. July 24, 2024

    From Nerds to Needs: How product managers bridge the AI gap in research
  8. July 13, 2024

    Navigating the AI Investment Bubble: Risks and Realities
  9. July 12, 2024

    Conversations with Tomorrow: AI’s Role in Bringing Science Home
  10. July 12, 2024

    Data Market Fit: The Hidden Key to B2B ML Product Success (short version)
  11. July 8, 2024

    Rethinking GenAI's Introduction in Adobe's Creative Suite
  12. July 8, 2024

    Achieving Data Market Fit: The Key to Successful B2B ML Product Development
  13. May 15, 2024

    Silicon Soulmate (Extract 1)
  14. March 8, 2024

    Beyond Silicon: The Quest for AI's Emotional Quotient
  15. April 18, 2023

    The Power of Automation: Unleashing the Full Potential of Logistics through Artificial Intelligence
  16. March 23, 2023

    "The Future of AI: User-Centric and Explainable. Why Product Managers Hold the Key to Success"​
  17. February 24, 2026

    Tell Me How You Prompt. I’ll Tell You What Kind of Manager You Are.
  18. January 12, 2026

    Gumdrop, or the Quiet War Over the Interface to Intelligence
  19. Silicon Soulmate · First edition May 2024 · Chapter 1

    First Light Banter: When AI Woke Up Chatting
  20. Silicon Soulmate · First edition May 2024 · Chapter 3

    Feels Over Reels: Tailoring AI with a Heartbeat
  21. Silicon Soulmate · First edition May 2024 · Chapter 5

    Heartbeats and Hashtags: AI’s Leap from Cool Tech to Soulmate
  22. Silicon Soulmate · First edition May 2024 · Chapter 9

    Heartstrings in Binary: Teaching AI the Language of Love
  23. Silicon Soulmate · First edition May 2024 · Chapter 11

    Voyagers at the Helm: Product Managers Charting the AI Cosmos
  24. Silicon Soulmate · First edition May 2024 · Chapter 12

    Morals in the Mainframe: Searching for AI’s Conscience
  25. Silicon Soulmate · First edition May 2024 · Chapter 13

    Green Bytes and Logistic Flights: AI’s Quest for a Sustainable Universe