--- title: The struggle of Artificially Imitated Intelligence in... description: Large Language Models (LLMs) like ChatGPT struggle in specialist domains such as medicine, finance, and law due to lack of real understanding and focus on... canonical: https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The struggle of Artificially Imitated Intelligence in specialist domains | daily.dev og:description: Large Language Models (LLMs) like ChatGPT struggle in specialist domains such as medicine, finance, and law due to lack of real understanding and focus on... og:url: https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85 og:image: https://api.daily.dev/og/posts/RGPmttK85.png og:image:alt: The struggle of Artificially Imitated Intelligence in specialist domains 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. # The struggle of Artificially Imitated Intelligence in specialist domains **[Towards Data Science](https://daily.dev/sources/tds)** · 15 min read · 0 upvotes · 0 comments ## Summary Large Language Models (LLMs) like ChatGPT struggle in specialist domains such as medicine, finance, and law due to lack of real understanding and focus on imitation rather than intelligence. Ontologies and knowledge graphs can provide a solution by offering a uniform representation of structure, data, and logic. They offer benefits such as explainability, reasoning and inference, consistency, and interoperability. In the banking industry, ontologies can improve specialization, provide an audit trail, enable explainability, ensure objectivity and standardization, and support automated financial planning and decision making. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#banking](https://daily.dev/tags/banking) [View this post on daily.dev](https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85) ```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":"The struggle of Artificially Imitated Intelligence in specialist domains","url":"https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85"},"datePublished":"2024-05-08T14:50:45.997Z","dateModified":"2024-05-09T07:55:57.971Z","description":"Large Language Models (LLMs) like ChatGPT struggle in specialist domains such as medicine, finance, and law due to lack of real understanding and focus on...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/83c4290e71274c2c10bc6fd69c2ecc2d?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/83c4290e71274c2c10bc6fd69c2ecc2d?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Towards Data Science","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":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"banking","timeRequired":"PT15M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"The struggle of Artificially Imitated Intelligence in specialist domains"}]} ```