--- title: "Video: Competing in the Era of Large Language Models" description: Delve into the potential and challenges of LLM and see how Cognaize Intelligent Document Processing Solution faces the 3 major issues of Large Language Models. image: https://blog.cognaize.com/hubfs/Competing-in-the-Era-of-Large-Language-Models-v3.jpg --- [![logo-rgb-cognaize-white-1](https://blog.cognaize.com/hubfs/logos/logo-rgb-cognaize-white-1.svg "logo-rgb-cognaize-white-1")](http://cognaize.com) [![logo-rgb-cognaize-white-1](https://blog.cognaize.com/hubfs/logos/logo-rgb-cognaize-white-1.svg "logo-rgb-cognaize-white-1")](https://www.cognaize.com) [![logo-rgb-cognaize-white-1](https://blog.cognaize.com/hubfs/logos/logo-rgb-cognaize-white-1.svg "logo-rgb-cognaize-white-1")](http://cognaize.com) - [Product](http://www.cognaize.com/product) - [Solutions](http://www.cognaize.com/solutions) - [Leading AI Privacy](http://www.cognaize.com/leading-ai-privacy) - [News & Insights](http://www.cognaize.com/news) - About Us - [About Us](http://www.cognaize.com/about-us) - [Compliance](http://www.cognaize.com/compliance) - [FAQ](http://www.cognaize.com/faq) - [Careers](http://www.cognaize.com/careers) - [Contact](http://www.cognaize.com/contact-us) [Request a demo](http://www.cognaize.com/contact-us) [Request a demo](http://www.cognaize.com/contact-us) [Request a demo](http://www.cognaize.com/contact-us) - [Product](http://www.cognaize.com/product) - [Solutions](http://www.cognaize.com/solutions) - [Leading AI Privacy](http://www.cognaize.com/leading-ai-privacy) - [News & Insights](http://www.cognaize.com/news) - About Us - [About Us](http://www.cognaize.com/about-us) - [Compliance](http://www.cognaize.com/compliance) - [FAQ](http://www.cognaize.com/faq) - [Careers](http://www.cognaize.com/careers) - [Contact](http://www.cognaize.com/contact-us) [Request a demo →](http://www.cognaize.com/contact-us) # Video: Competing in the Era of Large Language Models by [**Cognaize**](https://blog.cognaize.com/author/cognaize) on Jun 15, 2023, 11:13:33 AM   Nowadays, the potential and challenges of Large Language Models like ChatGPT are extremely high, however, these models face difficulties when it comes to extracting information from unstructured data because of their limited comprehension of graphical layouts. In the video, we discuss limitations, including the need for careful prompt engineering, inconsistency, the huge waste of computational resources, and [Cognaize Intelligent Document Processing Solution](https://www.cognaize.com/product) to face the three major issues of Large Language Modeling:  1. High demand for resources: LLMs, such as ChatGPT, require significant computational resources to train and operate effectively. 2. High inconsistency: LLMs can produce inconsistent outputs in certain scenarios. 3. Integration complexity: Integrating LLMs into existing systems or workflows can be a complex process.   Topics: [Deep-Dive](https://blog.cognaize.com/tag/deep-dive) - Recent - Topics - Archive Recent Topics - [Deep-Dive (14)](https://blog.cognaize.com/tag/deep-dive) - [Event (11)](https://blog.cognaize.com/tag/event) - [Press release (11)](https://blog.cognaize.com/tag/press-release) - [Strategy (9)](https://blog.cognaize.com/tag/strategy) - [Announcements (6)](https://blog.cognaize.com/tag/announcements) - [Execution (5)](https://blog.cognaize.com/tag/execution) - [Interview (3)](https://blog.cognaize.com/tag/interview) See all Archive - [May 2026 (1)](https://blog.cognaize.com/archive/2026/05) - [November 2025 (1)](https://blog.cognaize.com/archive/2025/11) - [October 2025 (1)](https://blog.cognaize.com/archive/2025/10) - [September 2025 (1)](https://blog.cognaize.com/archive/2025/09) - [August 2025 (1)](https://blog.cognaize.com/archive/2025/08) - [June 2025 (2)](https://blog.cognaize.com/archive/2025/06) - [May 2025 (2)](https://blog.cognaize.com/archive/2025/05) - [April 2025 (4)](https://blog.cognaize.com/archive/2025/04) - [January 2025 (1)](https://blog.cognaize.com/archive/2025/01) - [December 2024 (2)](https://blog.cognaize.com/archive/2024/12) - [November 2024 (3)](https://blog.cognaize.com/archive/2024/11) - [October 2024 (1)](https://blog.cognaize.com/archive/2024/10) - [September 2024 (1)](https://blog.cognaize.com/archive/2024/09) - [August 2024 (1)](https://blog.cognaize.com/archive/2024/08) - [July 2024 (1)](https://blog.cognaize.com/archive/2024/07) - [June 2024 (3)](https://blog.cognaize.com/archive/2024/06) - [May 2024 (2)](https://blog.cognaize.com/archive/2024/05) - [April 2024 (3)](https://blog.cognaize.com/archive/2024/04) - [March 2024 (2)](https://blog.cognaize.com/archive/2024/03) - [February 2024 (1)](https://blog.cognaize.com/archive/2024/02) - [December 2023 (1)](https://blog.cognaize.com/archive/2023/12) - [November 2023 (3)](https://blog.cognaize.com/archive/2023/11) - [October 2023 (3)](https://blog.cognaize.com/archive/2023/10) - [September 2023 (1)](https://blog.cognaize.com/archive/2023/09) - [July 2023 (1)](https://blog.cognaize.com/archive/2023/07) - [June 2023 (1)](https://blog.cognaize.com/archive/2023/06) - [May 2023 (3)](https://blog.cognaize.com/archive/2023/05) - [April 2023 (2)](https://blog.cognaize.com/archive/2023/04) - [February 2023 (1)](https://blog.cognaize.com/archive/2023/02) - [January 2023 (1)](https://blog.cognaize.com/archive/2023/01) - [December 2022 (2)](https://blog.cognaize.com/archive/2022/12) - [August 2022 (1)](https://blog.cognaize.com/archive/2022/08) - [July 2022 (2)](https://blog.cognaize.com/archive/2022/07) See all [![Cognaize footer logo](https://blog.cognaize.com/hubfs/logo-rgb-cognaize-white-1.svg "Cognaize footer logo")](https://www.cognaize.com/) ##### Products [Product](https://www.cognaize.com/product) ##### Solutions [Solutions](https://www.cognaize.com/solutions) [Case Studies](https://www.cognaize.com/case-studies) [Leading AI Privacy](https://www.cognaize.com/leading-ai-privacy) ##### Resources [Podcast](https://www.cognaize.com/podcast) [Blog](https://blog.cognaize.com) [Webinar](https://www.cognaize.com/webinar/hallucinations-bug-or-feature) [FAQ](https://www.cognaize.com/faq) [Cognaize AI Pulse](https://www.cognaize.com/cognaize-ai-pulse) ##### Company [About Us](https://www.cognaize.com/about-us) [Compliance](https://www.cognaize.com/compliance) [Careers](https://www.cognaize.com/careers) [Contact Us](https://www.cognaize.com/contact-us) ##### Locations 100 Horizon Center Blvd Hamilton, NJ 08691 Taunusanlage 8 60329 Frankfurt am Main 41 Arshakunyats Ave 0056 Yerevan [![x-logo-white](https://blog.cognaize.com/hubfs/x-logo-white.svg)](https://twitter.com/cognaize) © Copyright 2025 Cognaize Holdings, Inc. - [Terms](https://www.cognaize.com/terms-and-conditions)   - [Cookie Policy](https://www.cognaize.com/cookie-policy)   - [Privacy Policy](https://www.cognaize.com/privacy-policy)   - [Disclaimer](https://www.cognaize.com/disclaimer) ![](https://px.ads.linkedin.com/collect/?pid=4700802&fmt=gif) ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Cognaize", "url" : "https://blog.cognaize.com/author/cognaize" }, "dateModified" : "2024-12-13T16:02:37.514Z", "datePublished" : "2023-06-15T15:13:33.000Z", "headline" : "Video: Competing in the Era of Large Language Models", "image" : [ "https://blog.cognaize.com/hubfs/Competing-in-the-Era-of-Large-Language-Models-v3.jpg" ], "mainEntityOfPage" : { "@id" : "https://blog.cognaize.com/competing-in-the-era-of-large-language-models", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://blog.cognaize.com/hubfs/logo-rgb-cognaize-royal.svg" }, "name" : "Cognaize Holdings Inc" } } ```