--- title: "The struggle of Artificially Imitated Intelligence in specialist domains" url: https://daily.dev/posts/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-rgpmttk85 source_url: https://towardsdatascience.com/the-struggle-of-artificially-imitated-intelligence-in-specialist-domains-6e63a4e0ebfc type: article source: "Towards Data Science" published: 2024-05-08T14:50:45.997Z updated: 2024-05-09T07:55:57.971Z tags: ["banking"] reading_time: 15 upvotes: 0 comments: 0 language: 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: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments --- 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)