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This lecture delves into the artistic worlds of De Chirico and Picasso, exploring themes of melancholy, nonsense, and metaphysical painting. From De Chirico's enigmatic compositions to Picasso's revolutionary contributions to modern art, the presentation highlights key works and influences of both artists, shedding light on their unique approaches and philosophies. The discussion also covers Picasso's diverse periods, from the Blue and Pink periods to Cubism and Surrealism, showcasing iconic pieces like 'Les Demoiselles d'Avignon' and 'Guernica'. Additionally, the lecture examines the collaborative film 'The Picasso Mystery', directed by Henri-Georges Clouzot, which offers a glimpse into Picasso's creative process and artistic identity.