Identifying AI: How AI Works

by Timothy Banks

In this video essay, Tim runs us through how generative AI models function, as well as some examples of it’s potential uses and how to identify it in everyday scenarios.

Works Cited:

Computerphile. ‘How AI Image Generators Work (Stable Diffusion / Dall-E) - Computerphile’. YouTube, 5 Oct. 2022, https://www.youtube.com/watch?v=1CIpzeNxIhU&list=WL&index=3&t=0s.

Copet, Jade, et al. Simple and Controllable Music Generation. arXiv, 2023. DOI.org (Datacite), https://doi.org/10.48550/ARXIV.2306.05284.

Gonkee. ‘How Stable Diffusion Works (AI Image Generation)’. YouTube, 27 June 2023, https://www.youtube.com/watch?v=sFztPP9qPRc&ab_channel=Gonkee.

Landschoot, Christopher. ‘Audio Diffusion: Generative Music’s Secret Sauce’. Medium, 22 Jan. 2024, https://towardsdatascience.com/audio-diffusion-generative-musics-secret-sauce-f625d0aca800.

Polyphonic. ‘The Future of AI Music’. YouTube, 29 June 2024, https://www.youtube.com/watch?v=iHBzQ0Q4K58&ab_channel=Polyphonic.

Ramponi, Marco. ‘What AI Music Generators Can Do (And How They Do It)’. AssemblyAI, 22 Sept. 2023, https://www.assemblyai.com/blog/what-ai-music-generators-can-do-and-how-they-do-it/.