Active student projects, kept intentionally narrow.

The lab separates research from software clearly. Projects are shown as discrete tracks with plain language about scope, timing, and beta status.

Research workstream plus one closed beta prototype

This page acts as the staging ground for future outreach, but the copy stays honest about what is exploratory and what is available by invitation.

Research active

Q3 2026

Asynchronous Learning Signals Lab

A research track focused on the signals solo educators use to measure lesson clarity, content decay, and revision priority in async products.

Builds a shared language for content audits, release hygiene, and what should be measured before more software is introduced.

Closed beta

Q2-Q3 2026

Speakeasy

An AI-assisted script-to-talking-head generation tool designed to reduce video production friction for solo educators and small teaching teams.

The current beta stays narrow by design: script intake, draft video generation, and feedback on where the workflow still breaks for real operators.