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5.20.25 Revival Lewis Smith by Midway Baptist Church
5.21.25 Revival Lewis Smith by Midway Baptist Church
5.19.25 Revival Lewis Smith by Midway Baptist Church
5.18.25 Revival Kick-Off Pastor Lewis Smith by Midway Baptist Church
The Athletic's Alec Lewis is in studio on the Vikings and Draft...then you'll hear from Tennis/shoe immortality Stan Smith and fellow former pro Gary Niebur!
The Athletic's Alec Lewis is in studio on the Vikings and Draft...then you'll hear from Tennis/shoe immortality Stan Smith and fellow former pro Gary Niebur!See omnystudio.com/listener for privacy information.
The Athletic's Alec Lewis is in studio on the Vikings and Draft...then you'll hear from Tennis/shoe immortality Stan Smith and fellow former pro Gary Niebur!
Audio note: this article contains 31 uses of latex notation, so the narration may be difficult to follow. There's a link to the original text in the episode description. Lewis Smith*, Sen Rajamanoharan*, Arthur Conmy, Callum McDougall, Janos Kramar, Tom Lieberum, Rohin Shah, Neel Nanda * = equal contribution The following piece is a list of snippets about research from the GDM mechanistic interpretability team, which we didn't consider a good fit for turning into a paper, but which we thought the community might benefit from seeing in this less formal form. These are largely things that we found in the process of a project investigating whether sparse autoencoders were useful for downstream tasks, notably out-of-distribution probing.TL;DR To validate whether SAEs were a worthwhile technique, we explored whether they were useful on the downstream task of OOD generalisation when detecting harmful intent in user prompts [...] ---Outline:(01:08) TL;DR(02:38) Introduction(02:41) Motivation(06:09) Our Task(08:35) Conclusions and Strategic Updates(13:59) Comparing different ways to train Chat SAEs(18:30) Using SAEs for OOD Probing(20:21) Technical Setup(20:24) Datasets(24:16) Probing(26:48) Results(30:36) Related Work and Discussion(34:01) Is it surprising that SAEs didn't work?(39:54) Dataset debugging with SAEs(42:02) Autointerp and high frequency latents(44:16) Removing High Frequency Latents from JumpReLU SAEs(45:04) Method(45:07) Motivation(47:29) Modifying the sparsity penalty(48:48) How we evaluated interpretability(50:36) Results(51:18) Reconstruction loss at fixed sparsity(52:10) Frequency histograms(52:52) Latent interpretability(54:23) Conclusions(56:43) AppendixThe original text contained 7 footnotes which were omitted from this narration. --- First published: March 26th, 2025 Source: https://www.lesswrong.com/posts/4uXCAJNuPKtKBsi28/sae-progress-update-2-draft --- Narrated by TYPE III AUDIO. ---Images from the article:
This week we are have 3 segments for your auditory pleasure, with Brian Seipp, Folger Pyles and brand new guest Lewis Smith (the Tiger Shark King) joining us to review a trio of new detachments for their respective factions!It's a great time recording with such amazing guests and I hope it shines through how good a time these three lads were.Much Love, Adam
Welcome to Adventure month! First up the cult classic The Adventures of Buckaroo Banzai Across the 8th Dimension! Written by Earl Mac Rauch, directed by W. D. Richter, and starring Peter Weller, John Lithgow, Ellen Barkin, Jeff Goldblum, Lewis Smith, Christopher Lloyd, Clancy Brown, Vincent Schiavelli, Dan Hedaya, Robert Ito, Pepe Serna, and Carl Lumbly. It's a weird movie that deserved to be seen by so many more people when it debuted.
Jim discusses one of his favorite cult films from 1984 - "The Adventures Of Buckaroos Bonzai Across The 8th Dimension," starring Peter Weller, John Lithgow, Ellen Barkin, Jeff Goldblum, Christopher Lloyd, Lewis Smith, Rosalind Cash, Robert Ito, Matt Clark, Clancy Brown, Vincent Schiavelli, and Dan Hedaya. Buckaroo, a neurosurgeon-musician-adventurer, has little time to save the Earth from the clutches of Dr. Lizardo and the evil Red Lectroids. Find out more on this episode of MONTER ATTACK!, The Podcast Dedicated To Old Monster Movies.