Human-SWE-Bench

A short research study on how humans collaborate with AI assistants on data-science tasks.

Access code First name Last name Email

A few quick background questions

All six are required; they take under a minute.

Highest level of education (completed, or currently enrolled in)

Main field of study (major)

Professional experience writing code

none <1 year 1–3 years 3–5 years 5+ years

Reviewed other people’s code professionally

never occasionally regularly

Done data analysis or statistics professionally

never occasionally regularly

How often you use an AI coding assistant

never tried it weekly daily

I understand that during this study my interactions with the platform — including chat messages, code I run, files I open, and timing data — will be logged for research purposes. My name and email will be stored separately from this behavioural data and never shared publicly.

Carnegie Mellon University · Research Study