Artificial Suspects | artwork > #dataset bias #AI #research #prejudice #web #game
The artificial intelligence model in the learning process condenses not only knowledge but also biases. And not only those contained in the quality of the dataset itself (from whom, for whom, why?), but also in the deeper layers of human culture. The result is the ability of AI models not only to generate but also to reduce.
In the case of GPT4o, this is the ability to represent text/words in the form of 3072 numerical parameters. Each word, concept, and longer text thus essentially occupies a specific coordinate in a 3072-dimensional space in the model. This location and proximity to other represented objects then gives meaning not only to a specific text or word, but also, retrospectively, to the world and to ourselves, when the model operates on data analysis of our email inboxes, chats, resumes, essays, or official records.