Articles
Sharing what we've learned

Beyond chatting
Why the next generation of AI tools must go past chat interface

When the system becomes unpredictable too
Balancing structure and flexibility in interfaces powered by LLMs

This is the worst AI model you’ll ever use
AI search tools get it wrong 60% of the time. And we’re still using them.

Don’t prompt yet
AI tools like Cursor and V0 are powerful—but only if you structure your thinking first

AI doesn’t know how to say, I don’t know
Why AI needs better interaction design

Onboarding is broken
AI brings the potential to make onboarding personal and adaptive