--- title: Is Intelligence a Law of Physics? | daily.dev description: An AI researcher argues that the internal representations of large AI models show striking geometric similarity to neural representations found in animal... canonical: https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Is Intelligence a Law of Physics? | daily.dev og:description: An AI researcher argues that the internal representations of large AI models show striking geometric similarity to neural representations found in animal... og:url: https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs og:image: https://api.daily.dev/og/posts/gg63LfWjs.png og:image:alt: Is Intelligence a Law of Physics? 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. # Is Intelligence a Law of Physics? **[No Priors: AI, Machine Learning, Tech, & Startups](https://daily.dev/sources/nopriorspodcast)** · 1 min read · 2 upvotes · 1 comments ## Summary An AI researcher argues that the internal representations of large AI models show striking geometric similarity to neural representations found in animal brains, evidenced by alignments between brain recordings and model activations. This resemblance suggests AI models are converging on some true underlying structure of data rather than being a gimmick, leading to speculation that intelligence emerging from applying compute to matter might resemble a fundamental law of physics. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@henbomb** · 0 upvotes > I don't think its physics. We just lack the algorithm that nature created and fine tuned over millions and millions of years. ## Similar posts on daily.dev - [How Major Reasoning Models Converge to the Same “Brain” as They Model Reality Increasingly Better](https://daily.dev/posts/how-major-reasoning-models-converge-to-the-same-brain-as-they-model-reality-increasingly-better-rgdeaj23l) · Towards Data Science · 2 upvotes · 0 comments - [The Case That A.I. Is Thinking](https://daily.dev/posts/the-case-that-a-i-is-thinking-nvqecepwm) · Hacker News · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#neural-networks](https://daily.dev/tags/neural-networks) [View this post on daily.dev](https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs) ```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":"Is Intelligence a Law of Physics?","url":"https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs"},"datePublished":"2026-08-22T23:44:30.774Z","dateModified":"2026-09-14T06:42:44.543Z","description":"An AI researcher argues that the internal representations of large AI models show striking geometric similarity to neural representations found in animal...","image":"https://i.ytimg.com/vi/wwhzeUVDyUw/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/wwhzeUVDyUw/sddefault.jpg","isAccessibleForFree":true,"articleSection":"No Priors: AI, Machine Learning, Tech, & Startups","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":"No Priors: AI, Machine Learning, Tech, & Startups","logo":"https://media.daily.dev/image/upload/s--Hj2kMkm_--/f_auto,q_auto/v1772391934/logos/nopriorspodcast","url":"https://daily.dev/sources/nopriorspodcast"},"commentCount":1,"discussionUrl":"https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":1}],"keywords":"ai,neural-networks","timeRequired":"PT1M","video":{"@type":"VideoObject","name":"Is Intelligence a Law of Physics?","description":"An AI researcher argues that the internal representations of large AI models show striking geometric similarity to neural representations found in animal...","thumbnailUrl":"https://i.ytimg.com/vi/wwhzeUVDyUw/sddefault.jpg","uploadDate":"2026-08-22T23:44:30.774Z","duration":"PT1M","url":"https://api.daily.dev/r/gg63LfWjs","embedUrl":"https://www.youtube.com/embed/wwhzeUVDyUw"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"No Priors: AI, Machine Learning, Tech, & Startups","item":"https://daily.dev/sources/nopriorspodcast"},{"@type":"ListItem","position":3,"name":"Is Intelligence a Law of Physics?"}]} {"@context":"https://schema.org","@type":"WebPage","@id":"https://daily.dev/posts/is-intelligence-a-law-of-physics--gg63lfwjs","comment":[{"@type":"Comment","text":"I don’t think its physics. We just lack the algorithm that nature created and fine tuned over millions and millions of years.","datePublished":"2026-08-26T17:59:53.055Z","url":"https://daily.dev/posts/gg63LfWjs#c-CYEWNjdXm","author":{"@type":"Person","name":"HΣn","url":"https://daily.dev/henbomb","image":"https://lh3.googleusercontent.com/a/ACg8ocKLNWeTt8UQp94l8luT61tFyG5vL9jh6dONvB-LwB76203P8uVo=s96-c"}}]} ```