The Designer Who Made AI Actually Work

“Beyond galleries and prompt libraries lies genuine productivity”
Building Better AI Through Intelligent Prompts

“Empty text fields reveal AI’s greatest weakness”
Crafting Effective Use‑Case Prompt Suggestions in AI Interfaces

Use‑case prompt suggestions are examples of well‑crafted prompts shown within many AI tools. They are intended to help users—often beginners—understand how to interact with the system. Unlike follow‑up suggestions or autocomplete features, these prompts focus on learnability, showing what the tool can do and how to use it effectively.
When AI knows how to Ask the Right Questions , Learning to Ask Questions Through the UACME Framework

A growing body of research suggests that true collaboration between humans and artificial intelligence will depend less on producing better answers and more on asking better questions. A new framework called UACME is now being introduced to address this challenge, focusing on the rhythm and timing of interactions between users and AI systems.