--- title: A faster, better way to prevent an AI chatbot from... description: Researchers have developed a machine learning technique to improve red-teaming for large language models. By training a red-team model to generate diverse... canonical: https://daily.dev/posts/a-faster-better-way-to-prevent-an-ai-chatbot-from-giving-toxic-responses-o40gkqeyn twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: A faster, better way to prevent an AI chatbot from giving toxic responses | daily.dev og:description: Researchers have developed a machine learning technique to improve red-teaming for large language models. By training a red-team model to generate diverse... og:url: https://daily.dev/posts/a-faster-better-way-to-prevent-an-ai-chatbot-from-giving-toxic-responses-o40gkqeyn og:image: https://api.daily.dev/og/posts/o40gKQeyn.png og:image:alt: A faster, better way to prevent an AI chatbot from giving toxic responses 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. # A faster, better way to prevent an AI chatbot from giving toxic responses **[MIT News](https://daily.dev/sources/mit)** · 5 min read · 0 upvotes · 0 comments ## Summary Researchers have developed a machine learning technique to improve red-teaming for large language models. By training a red-team model to generate diverse prompts that elicit toxic responses from a chatbot, they achieved better coverage and effectiveness compared to human testers and other automated methods. The method provides a faster and more effective way to ensure the safety of language models, which is crucial given the rapidly changing environment of AI. ## 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), [#bots](https://daily.dev/tags/bots), [#machine-learning](https://daily.dev/tags/machine-learning), [#red-teaming](https://daily.dev/tags/red-teaming) [View this post on daily.dev](https://daily.dev/posts/a-faster-better-way-to-prevent-an-ai-chatbot-from-giving-toxic-responses-o40gkqeyn) ```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":"A faster, better way to prevent an AI chatbot from giving toxic responses","url":"https://daily.dev/posts/a-faster-better-way-to-prevent-an-ai-chatbot-from-giving-toxic-responses-o40gkqeyn","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/a-faster-better-way-to-prevent-an-ai-chatbot-from-giving-toxic-responses-o40gkqeyn"},"datePublished":"2024-04-10T04:06:28.097Z","dateModified":"2025-09-06T02:50:38.492Z","description":"Researchers have developed a machine learning technique to improve red-teaming for large language models. 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