--- title: Superposition Hypothesis for steering LLM with Sparse... description: Anthropic AI has demonstrated the ability to manipulate neurons in transformer models to control responses. The superposition hypothesis suggests that neurons... canonical: https://daily.dev/posts/superposition-hypothesis-for-steering-llm-with-sparse-autoencoder-20aysbulj twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Superposition Hypothesis for steering LLM with Sparse AutoEncoder | daily.dev og:description: Anthropic AI has demonstrated the ability to manipulate neurons in transformer models to control responses. The superposition hypothesis suggests that neurons... og:url: https://daily.dev/posts/superposition-hypothesis-for-steering-llm-with-sparse-autoencoder-20aysbulj og:image: https://api.daily.dev/og/posts/20aysBUlJ.png og:image:alt: Superposition Hypothesis for steering LLM with Sparse AutoEncoder og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Superposition Hypothesis for steering LLM with Sparse AutoEncoder **[GoPenAI](https://daily.dev/sources/gopenai)** · 5 min read · 1 upvotes · 0 comments ## Summary Anthropic AI has demonstrated the ability to manipulate neurons in transformer models to control responses. The superposition hypothesis suggests that neurons and features coexist in a superposed state. Anthropic separates overlapping features using Sparse AutoEncoder. The analysis of neural networks is important for the advancement of AI. Neurons can be controlled and steered to influence transformer generation. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#explainable-ai](https://daily.dev/tags/explainable-ai) [View this post on daily.dev](https://daily.dev/posts/superposition-hypothesis-for-steering-llm-with-sparse-autoencoder-20aysbulj) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Superposition Hypothesis for steering LLM with Sparse AutoEncoder","url":"https://daily.dev/posts/superposition-hypothesis-for-steering-llm-with-sparse-autoencoder-20aysbulj","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/superposition-hypothesis-for-steering-llm-with-sparse-autoencoder-20aysbulj"},"datePublished":"2024-04-12T12:59:24.605Z","dateModified":"2024-05-09T08:29:02.242Z","description":"Anthropic AI has demonstrated the ability to manipulate neurons in transformer models to control responses. The superposition hypothesis suggests that neurons...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/cb299503a928fd3495d701130a9e2728?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/cb299503a928fd3495d701130a9e2728?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"GoPenAI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"GoPenAI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f34dfd0c312c4a59b897eb64ad28d895","url":"https://daily.dev/sources/gopenai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/superposition-hypothesis-for-steering-llm-with-sparse-autoencoder-20aysbulj","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,explainable-ai","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"GoPenAI","item":"https://daily.dev/sources/gopenai"},{"@type":"ListItem","position":3,"name":"Superposition Hypothesis for steering LLM with Sparse AutoEncoder"}]} ```