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AI Alignment
Paperback
Technology & EngineeringGeneral Computers
Publisher: Independently Published
Published: Oct 7 2024
Pages: 508
Weight: 1.34
Height: 1.26 Width: 6.00 Depth: 9.00
Language: English
What happens when artificial intelligence becomes more capable than we are but doesn't necessarily understand what we mean? As AI rapidly advances toward increasingly autonomous and sophisticated systems, one question has become impossible to ignore: How do we ensure that AI remains aligned with human values, intentions, and interests? AI Alignment: Navigating the Ethical Landscape of Artificial Intelligence explores one of the most important challenges facing AI: how to create systems that are not only intelligent, but also safe, responsible, and aligned with humanity.
Inspired by discussions surrounding superintelligent AI, this book examines the alignment problem from technical, ethical, philosophical, and societal perspectives.
What happens when AI gets the objective wrong? An AI system doesn't necessarily need to become evil to become dangerous. Imagine telling a superintelligent system:Make humans happy.
What if it interprets that instruction in a way humans never intended?
What if it discovers an extremely effective solution that technically satisfies its objective but produces a disastrous outcome?
This is at the heart of the AI alignment problem: ensuring that increasingly powerful AI systems understand and pursue what humans actually intend rather than simply optimizing the literal instructions they receive.
Inside this book, you will explore:Understanding Human Values: Why human values are difficult to define, measure, and translate into instructions that AI can reliably understand and follow.
Technical Approaches to Alignment: Explore inverse reinforcement learning, value alignment, reward modeling, and other approaches designed to help AI better understand human intentions.
The Consequences of Misalignment: Examine how poorly aligned AI could create unintended consequences across healthcare, transportation, finance, governance, and other critical systems.
Ethical Dilemmas: Consider questions surrounding autonomy, fairness, responsibility, privacy, human decision-making, and delegating important decisions to machines.
Governance and Accountability: Discover why regulation, transparency, oversight, public participation, and institutional responsibility may become essential as AI grows more powerful.
An Interdisciplinary Perspective: Bring together ideas from AI, computer science, philosophy, ethics, social science, and public policy to understand a problem that cannot be solved by technology alone.
It is about deciding what those machines should do with their intelligence.
If we succeed, AI could become one of humanity's most powerful tools helping us solve problems, expand scientific knowledge, improve lives, and create new possibilities.
If we fail to understand alignment, increasingly capable systems could pursue objectives in ways we never anticipated.
The decisions we make today may shape the relationship between humans and AI for generations to come.
AI Alignment: Navigating the Ethical Landscape of Artificial Intelligence is written for researchers, technology professionals, policymakers, students, and curious readers who want to understand AI alignment and anyone interested in one of the defining technological questions of our time.
The future of artificial intelligence is being built now.
The question is: Will we teach it what we truly mean?
Get your copy of AI Alignment and explore the challenge that may determine whether advanced AI becomes humanity's greatest ally or one of its greatest risks.
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