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WHEN THE SYSTEM LEARNED TO THINK How Artificial Intelligence Entered Human Judgment
Paperback
Technology & EngineeringGeneral ComputersGeneral Sociology
Publisher: Gene Uhlig
Published: Nov 4 2026
Pages: 356
Weight: 0.91
Height: 0.79 Width: 5.50 Depth: 8.50
Language: English
First, computers followed instructions. Then they began making recommendations. Now they are helping make decisions that can change human lives.
How did we reach the point where machines could influence who receives medical care, who qualifies for housing, who gets hired, and whose judgment can be trusted?
And what happens when the people responsible for those decisions begin trusting the machines more than themselves?
In When the System Learned to Think, award-winning author Gene Uhlig continues his exploration of the quiet technological transformation reshaping modern society.
As Volume Six of The Quiet Rewiring, this book picks up where Volume Five, When Judgment Became a System, left off, tracing the extraordinary rise of artificial intelligence and its expanding influence over human judgment.
Through engaging historical storytelling, documented events, and relatable illustrations, Uhlig examines how artificial intelligence evolved from a tool for analyzing information into a powerful adviser capable of generating explanations, evaluating alternatives, and influencing consequential decisions.
From automated housing assessments and student evaluations to medical recommendations, criminal justice, and government administration, the book reveals how AI has entered institutions that once depended almost entirely on human experience and professional judgment.
Along the way, readers will explore:
- How artificial intelligence moved from prediction to generation, transforming the relationship between people and computers.
- Why seemingly objective algorithms can reproduce bias and institutional mistakes.
- How AI recommendations can influence decisions even when a human officially remains in charge.
- What happens when machines begin evaluating the conclusions of other machines.
- Why obtaining a meaningful human review is becoming increasingly important.
- Which decisions may require human authority regardless of how sophisticated AI becomes.
The story is both fascinating and deeply relevant.
Artificial intelligence offers extraordinary possibilities for medicine, education, scientific discovery, and everyday life. Yet its growing influence raises questions that cannot be answered by technological performance alone.
Who is accountable when an automated decision causes harm?
Can a machine's recommendation become so persuasive that people stop questioning it?
And how much responsibility should society delegate to systems that can analyze information but cannot assume human legal and moral accountability?
Written for general readers rather than technology specialists, When the System Learned to Think presents a balanced, accessible examination of one of the most consequential developments of the twenty-first century.
The machines are becoming more capable. The decisions are becoming more consequential. The responsibility remains ours.
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