# From Overload to Insight: Scaffolding Creative Ideation through Structuring Inspiration

arXiv: https://arxiv.org/abs/2504.15482 · HTML: https://mlsanity.com/paper/2504.15482/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 21 Apr 2025.

## Built on by (most cited first, 2 of 2)

- [Understanding, Protecting, and Augmenting Human Cognition with Generative AI: A Synthesis of the CHI 2025 Tools for Thought Workshop](https://mlsanity.com/paper/2508.21036/) (2025)
- [Highlight All the Phrases: Enhancing LLM Transparency through Visual Factuality Indicators](https://mlsanity.com/paper/2508.06846/) (2025)

## Abstract (arXiv)

Creative ideation relies on exploring diverse stimuli, but the overwhelming abundance of information often makes it difficult to identify valuable insights or reach the `aha' moment. Traditional methods for accessing design stimuli lack organization and fail to support users in discovering promising opportunities within large idea spaces. In this position paper, we explore how AI can be leveraged to structure, organize, and surface relevant stimuli, guiding users in both exploring idea spaces and mapping insights back to their design challenges.