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AI Failure Patterns in Decision-Making: Drift, Responsibility Loss, and Hidden Risks in Everyday Work
Paperback
Series: The AI at Work, Book 2
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Publisher: Independently Published
Published: Jan 16 2026
Pages: 128
Weight: 0.40
Height: 0.27 Width: 6.00 Depth: 9.00
Language: English
AI Failure Patterns in Decision-Making
Drift, Responsibility Loss, and Hidden Risks in Everyday Work
Most AI-related failures do not result from recklessness or misuse.They emerge from competent people adapting to tools that reward speed, fluency, and completion. This is Volume 2 of the AI at Work series. Its role is diagnosis.
responsibility diffusing across people and artifacts,
review becoming procedural rather than cognitive,
assumptions hardening into defaults,
and decisions forming without clear ownership. The series follows a deliberate arc:
Volume 1 establishes awareness,
Volume 2 makes failure predictable,
Volume 3 introduces discipline through formal methods,
and the Companion Manual enables enforcement. This volume does not propose controls or tools.
Its purpose is to make quiet failure visible-before it becomes normalized.
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