--- title: Researchers from Google DeepMind and Stanford Introduce... description: Researchers from Google DeepMind and Stanford University have introduced the Search-Augmented Factuality Evaluator (SAFE) framework, which automates the... canonical: https://daily.dev/posts/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe--xqgwuyj0w twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models | daily.dev og:description: Researchers from Google DeepMind and Stanford University have introduced the Search-Augmented Factuality Evaluator (SAFE) framework, which automates the... og:url: https://daily.dev/posts/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe--xqgwuyj0w og:image: https://api.daily.dev/og/posts/xqgwuYJ0w.png og:image:alt: Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models 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. # Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models **[Machine Learning News](https://daily.dev/sources/mlnews)** · 4 min read · 0 upvotes · 0 comments ## Summary Researchers from Google DeepMind and Stanford University have introduced the Search-Augmented Factuality Evaluator (SAFE) framework, which automates the evaluation process to assess the factuality of content generated by large language models. Using Google Search as a reference point, SAFE breaks down long-form responses into individual facts and verifies their accuracy. The framework aligns with human assessments in evaluating factual information and offers a scalable and cost-efficient method for factuality evaluation. ## 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), [#llm](https://daily.dev/tags/llm), [#google-deepmind](https://daily.dev/tags/google-deepmind) [View this post on daily.dev](https://daily.dev/posts/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe--xqgwuyj0w) ```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":"Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models","url":"https://daily.dev/posts/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe--xqgwuyj0w","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe--xqgwuyj0w"},"datePublished":"2024-03-30T01:02:54.894Z","dateModified":"2024-05-09T09:06:08.895Z","description":"Researchers from Google DeepMind and Stanford University have introduced the Search-Augmented Factuality Evaluator (SAFE) framework, which automates the...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ca62ce44b132469745d0db9d8e4e367c?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/ca62ce44b132469745d0db9d8e4e367c?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Machine Learning News","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":"Machine Learning News","logo":"https://media.daily.dev/image/upload/s--0PoEtdkd--/f_auto/v1750409401/squads/marktechpost?_a=BAMClqZW0","url":"https://daily.dev/squads/mlnews"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/researchers-from-google-deepmind-and-stanford-introduce-search-augmented-factuality-evaluator-safe--xqgwuyj0w","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,llm,google-deepmind","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Machine Learning News","item":"https://daily.dev/squads/mlnews"},{"@type":"ListItem","position":3,"name":"Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models"}]} ```