Development notes: May to September 2026
Five months of work on Linse in one place: Spaces and files, lighter answers, clearer sources, work history and connections, objectives and voice.
Company news
Product announcements, design notes, and ideas from the team building Linse.
7 posts
Five months of work on Linse in one place: Spaces and files, lighter answers, clearer sources, work history and connections, objectives and voice.
We are officially introducing Linse, a Living AI designed to make artificial intelligence simple, useful, and human. Linse combines voice, vision, persistent memory, and connected workflows into a single interface.
Users shouldn't have to act like system administrators for AI models. We explain our product philosophy of automatic intelligent routing and why hiding complexity behind a single simple interface leads to better outcomes.
Most AI systems start with a blank text input. We discuss why understanding the user's high-level intent first—and then tailoring the visual workspace to match that objective—is the key to human-centered AI design.
Spaces bring dedicated professional context to Linse. We explore how specialized configurations for healthcare (My Clinic), entrepreneurs (My Business), and sales reps (Sales) keep context isolated and highly relevant.
An ongoing project should not need a fresh explanation every time you return. We lay out our technical vision for persistent memory, session continuity, and proactive briefings that help Linse pick up the work with you.
AI is most powerful when it acts on your behalf. Our research team highlights the architecture behind integrating Linse with email, calendars, and secure document storage to automate complex, multi-step professional tasks.