Publication

Published

When AI Solves the Wrong Problem

Recognizing Goal Drift Before Good Work Goes in the Wrong Direction

The book distinguishes execution mistakes from missing requirements, substituted goals, changed circumstances, and legitimate revisions. It examines when to continue, clarify, revise, restart, or stop apparently successful work.

Inside the publication

Topics covered

  • Recognizing when task completion no longer means progress.
  • Tracking purpose through changing instructions and handoffs.
  • Separating valid evidence from outdated decisions.

Internal linking

Where When AI Solves the Wrong Problem connects inside WinMedia

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When completed work loses its purpose#

When AI Solves the Wrong Problem asks what happens when AI-assisted work is accurate and polished but the purpose it serves has changed, been misunderstood, or been replaced.

Its subtitle is Recognizing Goal Drift Before Good Work Goes in the Wrong Direction. Through scenarios, documented research, and practical decision checks, the book distinguishes execution mistakes from missing requirements, substituted goals, changed circumstances, and legitimate revisions.

The reader's decision is whether to continue, clarify, revise, restart, or stop. A completed assignment may still require a fresh judgment about the reason for doing it.

Mandala of Intent examines purpose, evidence, and persistence through changing work. When AI Gets It Wrong addresses containing mistakes and repairing affected work.

Publication and access#

Written by Lynn Walker and published by WinMedia as a standalone Human Edition. The Kindle eBook was reported available in the week ending October 25, 2026; an exact publication day has not been confirmed.

Kindle eBook on Amazon.

Publication record

Publication type
Book
Author
Lynn Walker
Publisher
WinMedia
Status
published
State
Stable

Ecosystem relation

A standalone Human Edition about goal drift and human judgment in AI-assisted work.

Offers a practical companion to Mandala of Intent and a distinct question from repairing AI execution mistakes.

The book presents decision checks and research-informed scenarios; their usefulness to readers remains open to evaluation.

Access and format

Edition
Human Edition
Formats
Kindle eBook
Availability
Published
Release window
Kindle eBook available · reported in the week ending October 25, 2026
ASIN
B0HP3882D4

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