AI system design

 Thinking Fast and Slow is an interesting resource from the AI system design perspective. This book is particularly relevant in the era of large deep-learning models. The author discusses concepts of cognitive illusions and intuition as design constructs. One of the most significant contributions is an in-depth discussion of problems related to statistics-based inferences, which are the foundation of modern ML systems. In knowledge management, we can learn about our biases toward the scope of available information and, more importantly, the size of the missing data.