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43901886
The Alignment Problem: Machine Learning and Human Values, (Paperback)
93% of respondents would recommend this to a friend
Item #:
43901886
SAR 108
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The Alignment Problem offers an unflinching reckoning with humanity's biases and blind spots, our own unstated assumptions and often contradictory goals.
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What Stands Out
Deep Insight
Provides comprehensive analysis of how machine learning intersects with human values, making complex concepts accessible to a broad audience.
Interdisciplinary Approach
Combines insights from ethics, technology, and policy to address the alignment problem, offering readers a well-rounded perspective on contemporary issues in AI.
Real-World Applications
Explores practical implications and case studies, illustrating how aligning AI with human values can lead to responsible technology development and implementation.
Product Details
- Explores the concerns and risks arising from the advancement of machine learning systems
- Discusses the ethical and existential risks that emerge when machine-learning systems do not act as intended
- Examines real-life examples of biases in systems such as hiring algorithms and judicial assessments
- Provides insights into the complex mathematical and computational models driving these changes
- Follows the ambitious plan to solve the alignment problem in the field of machine learning
- Traces the explosive growth in machine learning and presents a blend of history and on-the-ground reporting
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Textbooks |
| Publication date | October, 2021 |
| Pages | 496 |
| Reading level | Preschool |
| Subgenre | Philosophy & Social Aspects |
| Series title | No Series |
| Edition | 1 |
| Publisher | W. W. Norton & Company |
| Original languages | English Language |
| Translator | No Translator info |
| Translated from | No Translated Form |
| Language | English |
| Edu focus | Solar System & Astronomy |
| Educational level | High School |
| Awards won | No Awards Won in the past |
| Is collectible | N |
| Occasion | NO SPECIAL OCCASSION |
| Character group | No Character Group |
| Illustrator | No Illustrator Information |
| Editor | No editor info found |
| Digital file format | No Digital File Format |
| Digital reader format | NO DIGITIAL READER FORMAT |
| Digital audio file format | No Digital Audio Format |
| Narrator | No Narrator Info Found |
| Recording time | 0 min |
| Number of discs | 1 |
| Retail packaging | Single Piece |
| Assembled product dimensions (l x w x h) | 5.43 x 1.26 x 8.19 in (13.8 x 3.2 x 20.8 cm) |
| Assembled product weight | 0.85 lb (390 grams) |
| Sport | No Sport Information |
| Bisac subject heading | Science |
Who Should Buy?
-
Tech Enthusiasts
Individuals passionate about technology will appreciate insights on AI ethics and its impact on future innovations.
-
Policy Makers
Government officials focused on technology regulation can use this knowledge to create informed policies on AI implementation.
-
Researchers
Academics studying machine learning or ethics will benefit from exploring the complex interactions between AI and human values.
-
Casual Readers
Those seeking light reading may find the academic nature of the book too dense and challenging to understand.
Product Description
The Alignment Problem: Machine Learning and Human Values, (Paperback)
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Pros
- Engaging writing style
- Offers insightful perspectives
- Balances technical and accessible
- Thought-provoking examples
Cons
- Some concepts may be complex.
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Features & Benefits
- Machine-learning systems trained by data are raising ethical and existential concerns.
- Systems can have inherent biases in decision-making, with potential implications in areas such as hiring, criminal justice, and healthcare.
- Mathematical and computational models are replacing human judgment and programmable software.
- The book explores the explosive growth of machine learning and the challenge of aligning it with human values.
- The author meets the first-responders to the alignment problem and shares their plan to address it.
- The Alignment Problem is an interdisciplinary work that examines both technology and culture.
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