





How Can AI Revolutionize the Way We Explore and Structure Knowledge?
Every day, we engage with new knowledge and information. Some of us seek quick answers, while others want deeper connections between ideas, aiming to build perspectives, master knowledge, and even retrieve it quickly when needed. With the rise of AI tools, how we interact with and learn from information is evolving rapidly. I’ve been researching this space and want to share four exciting...
Challenges of Building AI Tools That Truly “Understand” User Intent
In AI product development, interpreting user intent is a critical challenge—especially when users are exploratory or vague. How do you guide users effectively without overwhelming them? For a long time, most SaaS products have been “expert systems”: the workflows and user inputs were strictly predesigned by developers. If you wanted to tell the system your preferences, you’d fill out a form or...



