AI and Duende

AI and Duende: When the Machine Learns Flamenco >Can a machine learn to feel? >In these pages, Manuel Gago Fernández, a musician, producer, and teacher with deep roots in Utrera-a land where flamenco is religion and rhythm is law-guides us from the origins of artificial intelligence in music to the most recent experiments with palos, rhythms, and melodic twists typical of cante jondo. With a respectful and passionate perspective, he analyzes how technology can study, imitate, and even create flamenco compositions... and where it meets its limits. What you'll find in this book: A historical overview of AI in the creative arts and its transition to music. A clear and accessible dissection of the essential elements of flamenco: rhythm, singing, guitar, and dance. Real-life AI experiments analyzing and attempting to recreate bulerías, soleás, and other styles. Blind tests where experts attempt to distinguish between human and machine. Reflections on the "duende" and why it remains a mystery even to the best algorithms. A personal chapter where the author shares his attachment to Utrera, his research with AI over the past three years, and his absolute respect for the tradition inherited from great masters such as Bach, Vivaldi, Mozart, Beethoven, Paco de Lucía, Sabicas, Gerardo Núñez, Pepe Habichuela, Tomatito, and Vicente Amigo. Far from being an inaccessible technical treatise, "AI and Duende" combines anecdotes, historical context, practical examples, and cultural reflections to engage both professional musicians and those curious about technology and music. This book doesn't aim to decide whether AI will replace human art-because duende, that inexplicable energy that makes your skin crawl, can't be programmed-but rather to open the door to a future where artists and machines can dialogue, be inspired, and create together.