خرید و دانلود نسخه کامل کتاب The Alignment Problem: Machine Learning and Human Values by Brian Christian

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The Alignment Problem: Machine Learning and Human Values by Brian Christian PDF

نویسنده: Brian Christian

As AI continues to evolve, one of the most complex and pressing questions emerges: how do we ensure that these powerful systems reflect the intentions, goals, and values of the people who create and use them? This book takes readers on a deep journey through the technical, philosophical, and moral dimensions of the alignment problem.

From real-world failures—like biased hiring algorithms and flawed medical diagnostics—to insights from cognitive science and ethics, the book shows how machine learning systems often learn unintended behaviors, reinforcing societal inequalities or acting unpredictably. It explores the limitations of training data, the nuances of reinforcement learning, and the dangers of reward hacking.

Through accessible storytelling and rigorous research, this book challenges readers to think critically about the relationship between human values and artificial intelligence. It’s an essential read for anyone interested in the future of technology, ethics, and responsible innovation.