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Boundary-First Design: Toward Governed AI Systems

Boundary-First Design: Toward Governed AI Systems

Paperback

Business GeneralGeneral Computers

Currently unavailable to order

ISBN13: 9798259166257
Publisher: Independently Published
Published: Apr 28 2026
Pages: 100
Weight: 0.32
Height: 0.21 Width: 6.00 Depth: 9.00
Language: English
Artificial Intelligence systems are often described as capable of reasoning, decision-making, and autonomous action.

In practice, they generate outputs that resemble these behaviors-but do not guarantee them. The same system can produce a correct result once and an incorrect result the next, while sounding equally confident in both cases.

This is not an edge case. It is a fundamental property of how these systems operate.

Modern AI is probabilistic. Execution requires certainty. This creates a structural gap: outputs are generated and acted upon without a system that defines how those outputs become execution, how correctness is verified, or how misalignment is prevented.

This book does not improve AI outputs.

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