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wddlz

5 karma · joined May 16, 2025

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wddlz··on Beyond Text: On-Demand UI Generation for Better Conversational Experiences
Related to this: Here is some recently published research we did at Microsoft Research on generating UX for prompt refinements based on the user prompt and other context (case study: https://www.iandrosos.me/promptly.html, paper link also in intro).

We found it lowered barriers to providing context to AI, improved user perception of control over AI, and provided users guidance for steering AI interactions.

wddlz··on Beyond Text: On-Demand UI Generation for Better Conversational Experiences
Sorry for the shameless plug but, we recently published this research on 'Dynamic Prompt Middleware' (https://www.iandrosos.me/images/chiwork25-27.pdf) as a potential approach for this. Basically, based on the user's prompt (and some other bits of context), we generate UX containing prompt refinements for users to quickly select answers to and do the prompting for the user.