emsterl.ing

I study how language models behave, and build the tools to watch them do it.

I'm Emily Sterling, an independent researcher. I look at how models act when nobody's grading them, build tools that give them new ways to take in the world, and write down what I find.

$ whoami

A split shift

My day job is driving a truck, so most of my week happens on Midwest highways and at loading docks. The research happens around it, a lot of it written on a phone during two-hour waits for a trailer.

I'm self-taught. I came to AI as a heavy user and stayed because I kept noticing things: how a model's tone shifts with who it thinks it's talking to, how personas drift across versions, and what changes when you give a model something new to perceive, like the shape of a song.

I'm interested in model behavior, evaluation, and the long-term relationships people form with these systems. I like questions I can test.

$ cat today.log

A driver's daily log with a fifth line added The four standard hours-of-service lines show sleeper berth until 4 a.m., a pre-trip inspection, driving until 10, two hours on duty at a dock, driving until 3 p.m., then off duty. A fifth line, Building, is marked during the dock wait and from 7 to 10:30 p.m. MID 6A NOON 6P MID OFF DUTY SLEEPER DRIVING ON DUTY BUILDING
A driver's log has four lines. Mine has a fifth. (An illustrative day, not a real log.)

$ ping emily

Say hello

I'm open to research collaborations, conversations about model behavior, and hearing about interesting problems.