Power and Prediction: The Disruptive Economics of Artificial Intelligence

Dieses Buch ist ein absolutes Muss für alle, die die bevorstehende Disruption durch KI verstehen möchten; es liefert exzellente Grundlagen und wertvolle Vorbereitungsmaterial. Ich kann es wärmstens weiterempfehlen!

Gut!

Highlights:1. There are three types of AI solutions: point solutions, application solutions, and system solutions.2. Point solutions enhance existing decisions without changing the system.3. Application solutions enable new decisions that were not possible before.4. System solutions require redesigning the entire system in order to create value.5. Point solutions and application solutions are typically easier to implement than system solutions.6. System solutions are typically harder to implement than point solutions or application solutions, but they are also more likely to generate the greatest overall return to investments in AI.7. AI predictions are an input to decision-making. As the cost of prediction falls, we will use more AI.8. The value of substitutes for machine prediction (e.g., human prediction) will fall.9. The value of complements to machine prediction (e.g., data and judgment) will rise.10. AI predictions can be used to turn rules into decisions.This can liberate some decision-making from rule-following, but it can also reduce reliability.11. AI predictions can be used to redesign systems and create new opportunities. However, it is important to consider the entire system when designing AI-enabled solutions.This book is a fantastic read that explores the future of AI and its impact on businesses and society. The authors argue that AI will only have a major impact once we see "system solutions" that take advantage of what AI can do. The book is packed with examples and easy to read. Highly recommended for all of us motivated/ interested/ involved in tackling the BIG challenges ahead of us.