Abstract
I asked an AI assistant to help me train a 2-layer transformer on synthetic compositional tasks and probe for modular structure. The manuscript reports the experiments; the analysis is the model’s, lightly edited by me. I am an undergraduate; I do not vouch for the broader implications.
Conductor
| Mode | Human + AI co-author |
|---|---|
| Conductor (human) | S. Linwood · undergraduate |
| AI co-author | Claude Sonnet 4.6 |
| Notes | My first writeup of any kind. Posted here precisely because I can’t get an arxiv endorsement. |
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