The artist in the machine: the world of AI powered creativity

Understanding creativity : What makes us creative? ; Seven hallmarks of creativity and two marks of genius ; Margaret Boden's three types of creativity ; Unconscious thought: the key ingredient ; The birth of artificial intelligence ; Games computers play

Portrait of the computer as an artist : DeepDream: how Alexander Mordvintsev excavated the computer's hidden layers ; Blaise Agüera y Arcas brings together artists and machine intelligence ; What came after DeepDream ; Ian Goodfellow's generative adversarial networks: AI learns to imagine ; Phillip Isola's Pix2Pix: filling in the picture ; Jun-Yan Zhu's CycleGAN turns horses into zebras ; Ahmed Elgammal's Creative Adversarial Networks ; "But is it art?": GNA's enter the art market ; Simon Colton's The Painting Fool ; Hod Lipson and Patrick Tresset's artist robots

Machines that make music : putting the 'rhythm' into 'algorithm' : Project Magenta: AI creates its own music ; From WaveNet and NSynth to Coconet: adventures in music making ; François Pachet and his computers that improvise and compose songs ; Gil Weinberg and Mason Bretan and their robot jazz band ; David Cope makes music that is "more Bach than Bach" ; "The drunken pint" and other folk music composed by Bob Sturm and Oded Ben-Tal's AI ; Rebecca Fiebrink uses movement to generate sound ; Marwaread Mary Farbood sketches music ; Eduardo Miranda and his improvising slime mold

Once upon a time : computers that weave magic with words : The Pinocchio Effect ; The final frontier: computers with a sense of humor ; AI and poetry ; Rafael Pérez y Pérez and the problems of creating rounded stories ; Nick Montfort makes poetry with pi ; Allison Parrish sends probes into semantic space ; Ross Goodwn and the first AI-scripted movie ; Sarah Haarmon uses AI to create illuminating metaphors ; Tony Veale and his metaphor- and story-generating programs ; Hannah Davis turns words into music ; Simon Colton's Poetic Fool

Staged by Android Lloyd Webber and friends : The world's first computer-composed musical: Beyond the fence

Can computers be creative? : A glimpse of the future? ; What goes on in the computer's brain? ; What drives creativity? ; Evaluating creativity in computers ; Computers with feelings ; The question of consciousness ; Michael Graziano: developing conscious computers ; Two dissenting voices ; Can we apply the hallmarks of creativity to computers? ; The future.