Research & insights

Notes from an open research initiative.

We write in public as the research develops. These essays are in preparation and will be published here as they are completed.

In preparation

Upcoming essays and research notes

Coming soon

Why Digital Blockers Fail

The structural reason a safeguard that can be disabled in the vulnerable moment is not a safeguard.

Coming soon

The Psychology of Pre-Commitment

What decades of behavioral research suggest about binding your future self — gently.

Coming soon

Can AI Support Human Agency?

Where personalization strengthens choice, and where it quietly replaces it.

Coming soon

Privacy-Preserving Behavioral AI

On-device learning, data minimization, and what a real privacy guarantee looks like.

Coming soon

The Case for Operating-System-Level Digital Wellbeing

Why the OS is the only layer with the authority — and the responsibility.

Coming soon

Designing Technology That Respects Future Intentions

Non-punitive design patterns for tools that hold a line without shaming anyone.