Real Agent Cases

Reproduce an economics paper's findings from replication data with Claude

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How we verify

Evidence: Article or interviewA newsletter, journalist or interview account of what happened.

Outcome

Given only the paper and its replication archive, Claude Sonnet 4.5 converted the STATA code to Python and reproduced the findings; the author spot-checked the results and GPT-5 Pro confirmed them.

Agent

Claude (Sonnet 4.5)

Prompt Original prompt

Exact prompt as published in the source.

replicate the findings in this paper from the dataset they uploaded. you need to do this yourself. if you can't attempt a full replication, do what you can

Source

https://www.oneusefulthing.org/p/real-ai-agents-and-real-work

By Ethan Mollick · Published Sep 29, 2025 · Added Oct 15, 2026 · Last verified Oct 15, 2026