--- title: Linus Torvalds fixed a Linux bug using AI, highlighting... description: Linus Torvalds used an AI assistant to help fix a Linux kernel bug, describing it as a useful but stubborn helper that repeatedly claimed the issue was... canonical: https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Linus Torvalds fixed a Linux bug using AI, highlighting both the strengths and weaknesses of the new tech | daily.dev og:description: Linus Torvalds used an AI assistant to help fix a Linux kernel bug, describing it as a useful but stubborn helper that repeatedly claimed the issue was... og:url: https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf og:image: https://api.daily.dev/og/posts/a05On7xMf.png og:image:alt: Linus Torvalds fixed a Linux bug using AI, highlighting both the strengths and weaknesses of the new tech 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. # Linus Torvalds fixed a Linux bug using AI, highlighting both the strengths and weaknesses of the new tech **[XDA Developers](https://daily.dev/sources/xda-developers)** · 2 min read · 0 upvotes · 0 comments ## Summary Linus Torvalds used an AI assistant to help fix a Linux kernel bug, describing it as a useful but stubborn helper that repeatedly claimed the issue was unsolvable. Only his own deep knowledge of the system let him push past the AI's incorrect conclusions and land the fix, underscoring that LLMs can accelerate grunt work but cannot replace subject-matter expertise or independent verification. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### Did Linus Torvalds use AI to fix a Linux kernel bug? Yes, Linus Torvalds used an AI assistant to help fix a Linux kernel bug, relying on it for much of the grunt work. However, the AI repeatedly claimed the bug was unsolvable and suggested writing a report instead of continuing. Torvalds pushed back based on his own knowledge of the system, and persistence ultimately led to the fix. _Developers weighing AI assistants for hard debugging can follow real-world accounts like this on daily.dev._ ### Can AI coding assistants replace deep systems knowledge when debugging complex kernel bugs? No, AI assistants are not a substitute for deep system expertise. Linus Torvalds found the AI he used sometimes falsely declared a kernel bug unsolvable, and only his own understanding of the system let him recognize the AI's conclusion was wrong and keep pushing until it was resolved, showing verification remains essential. _Anyone deciding how much to trust AI in debugging workflows can track experiences like this on daily.dev._ ## Similar posts on daily.dev - [Linus Torvalds "Did What I Preach", Used AI To Make Code Decipherable & Uncovered More Bugs](https://daily.dev/posts/linus-torvalds-did-what-i-preach-used-ai-to-make-code-decipherable-uncovered-more-bugs-tsqqcmos3) · Phoronix · 0 upvotes · 0 comments - [Linux development is really benefiting from AI, but not from its coding](https://daily.dev/posts/linux-development-is-really-benefiting-from-ai-but-not-from-its-coding-waryldg10) · XDA Developers · 1 upvotes · 0 comments --- Tags: [#linux](https://daily.dev/tags/linux), [#llm](https://daily.dev/tags/llm), [#ai-coding](https://daily.dev/tags/ai-coding) [View this post on daily.dev](https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf) ```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":"Linus Torvalds fixed a Linux bug using AI, highlighting both the strengths and weaknesses of the new tech","url":"https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf"},"datePublished":"2026-08-21T22:25:22.613Z","dateModified":"2026-08-23T17:23:49.863Z","description":"Linus Torvalds used an AI assistant to help fix a Linux kernel bug, describing it as a useful but stubborn helper that repeatedly claimed the issue was...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/2648fd97d8447e9f75110bb9b72a32eb?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/2648fd97d8447e9f75110bb9b72a32eb?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"XDA Developers","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":"XDA Developers","logo":"https://media.daily.dev/image/upload/s--kCg6yyAP--/f_auto,q_auto/v1774964407/logos/xda-developers?_a=BAMAMiWQ0","url":"https://daily.dev/sources/xda-developers"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"linux,llm,ai-coding","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"XDA Developers","item":"https://daily.dev/sources/xda-developers"},{"@type":"ListItem","position":3,"name":"Linus Torvalds fixed a Linux bug using AI, highlighting both the strengths and weaknesses of the new tech"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/linus-torvalds-fixed-a-linux-bug-using-ai-highlighting-both-the-strengths-and-weaknesses-of-the-new-a05on7xmf#faq","mainEntity":[{"@type":"Question","name":"Did Linus Torvalds use AI to fix a Linux kernel bug?","acceptedAnswer":{"@type":"Answer","text":"Yes, Linus Torvalds used an AI assistant to help fix a Linux kernel bug, relying on it for much of the grunt work. However, the AI repeatedly claimed the bug was unsolvable and suggested writing a report instead of continuing. Torvalds pushed back based on his own knowledge of the system, and persistence ultimately led to the fix. Developers weighing AI assistants for hard debugging can follow real-world accounts like this on daily.dev."}},{"@type":"Question","name":"Can AI coding assistants replace deep systems knowledge when debugging complex kernel bugs?","acceptedAnswer":{"@type":"Answer","text":"No, AI assistants are not a substitute for deep system expertise. Linus Torvalds found the AI he used sometimes falsely declared a kernel bug unsolvable, and only his own understanding of the system let him recognize the AI's conclusion was wrong and keep pushing until it was resolved, showing verification remains essential. Anyone deciding how much to trust AI in debugging workflows can track experiences like this on daily.dev."}}]} ```