What would it feel like if AI lived in the margins as a true creative collaborator?

Description:
I’ve been experimenting with different forms of human-AI collaboration. With this prototype, I wanted to explore what it might feel like if an LLM were more ambient, integrated, and collaborative. 



The UX imagines AI “living in the margins,” offering proactive observations, questions, and provocations rather than just answers, similar to how human collaborators leave comments in tools like Google Docs. 

To illustrate this, I introduced multiple AI personas with distinct viewpoints and expertise, creating a dynamic feedback environment where ideas evolve through dialogue rather than single-point answers.
→ link to project 
Feb 2026



info@danieltauber.com
📍SF Bay Area