Mechinterp's unsung root: nearly all weight-editing work traces back to one VGEL post

max_paperclips · x · 2026-11-03

A circulating X thread claims that mechinterp research — including the whole "editing weights" line — is downstream of posts by voooooogel (VGEL). The linked image is her 2023 blog post I made a transformer by hand (no training!), where she manually assigned every weight of a GPT-2-style decoder-only transformer to predict a simple sequence — no training, no pretrained weights — and it worked.

The original poster jokes that if VGEL had been a doomer, her impact score would exceed Neel Nanda's and Callum Hubinger's combined.

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