# [Linkpost] "Interpreting Language Model Parameters" by Lucius Bushnaq, Dan Braun, Oliver Clive-Griffin, Bart Bussmann, Nathan Hu, mivanitskiy, Linda Linsefors, Lee Sharkey Page: https://stenobird.com/podcast/lesswrong-curated-popular-5643401/linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey Text version: https://stenobird.com/podcast/lesswrong-curated-popular-5643401/linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey.md Podcast: [LessWrong (Curated & Popular)](https://stenobird.com/podcast/lesswrong-curated-popular-5643401) Published: 2026-05-07T07:15:05+00:00 Episode link: https://www.buzzsprout.com/2037297/episodes/19139315-linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey.mp3 Audio file: https://www.buzzsprout.com/2037297/episodes/19139315-linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey Duration seconds: 277 ## Resource This is a link post. This is the latest work in our Parameter Decomposition agenda. We introduce a new parameter decomposition method, adVersarial Parameter Decomposition (VPD)[1] and decompose the parameters of a small[2] language model with it. VPD greatly improves on our previous techniques, Stochastic Parameter Decomposition (SPD) and Attribution-based Parameter Decomposition (APD). We think the parameter decomposition approach is now more-or-less ready to be applied at scale to models... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/lesswrong-curated-popular-5643401/episodes/linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/lesswrong-curated-popular-5643401/linkpost-interpreting-language-model-parameters-by-lucius-bushnaq-dan-braun-oliver-clive-griffin-bart-bussmann-nathan-hu-mivanitskiy-linda-linsefors-lee-sharkey.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.