Quantum Earth (s02e08) Creation: The AI-Tech Revolution
Quantum Earth (s02e08) Creation: The AI-Tech Revolution - Frederic Eger hosts musician, composer, computer scientist for the contemporary arts and IRCAM Department for Research/Creation Interfaces Director, Dr Gregory Beller, to talk about the applications of Artificial Intelligence (AI) and Machine Learning (ML) to the arts. AI and ML enable artists to explore new creative dimensions by generating novel patterns, styles, and forms. Techniques like Generative Adversarial Networks (GANs) allow machines to produce highly realistic and imaginative images, leading to AI-generated artworks that blend multiple styles, enhance photos, and create original pieces. Machine learning techniques help uncover insights about artworks, such as an artist's palette, materials, and creative process through advanced imaging methods like macro x-ray fluorescence and hyperspectral imaging. This aids museums and galleries in conservation, restoration, and research, enhancing cultural heritage preservation. AI and deep learning facilitate intelligent assessment, personalized learning, and immersive educational experiences in art education. By analyzing vast historical data, AI can offer tailored creative support and feedback to students, breaking traditional time and space limitations in learning.In music and performing arts, AI analyzes large collections of musical compositions to identify stylistic patterns and generate new pieces, democratizing music creation. In dance and theater, AI assists in generating novel movements and scripts, enabling performers to explore unconventional narratives and enhance audience engagement. Research shows that while AI enhances creative workflows, the core creativity in artmaking remains uniquely human. Artists adapt their processes to harness AI's generative capabilities, resulting in new skills and hybrid creative practices. The relationship between artists and AI tools reflects a continuation of a long tradition of technological augmentation in the arts.
- English (Canada)
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