# Creative Loss: Ambiguity, Uncertainty and Indeterminacy

arXiv: https://arxiv.org/abs/2501.10369 · HTML: https://mlsanity.com/paper/2501.10369/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 12 Dec 2024.

## Abstract (arXiv)

This article evaluates how creative uses of machine learning can address three adjacent terms: ambiguity, uncertainty and indeterminacy. Through the progression of these concepts it reflects on increasing ambitions for machine learning as a creative partner, illustrated with research from Unit 21 at the Bartlett School of Architecture, UCL. Through indeterminacy are potential future approaches to machine learning and design.