#2 Application of Large Language Models (LLMs) The never-ending sea of documents, reports and communications poses a significant challenge for law enforcement. Extracting meaningful insights from this unstructured data can be a monumental task. This is where large language models (LLMs) emerge as a game-changer, offering unparalleled capabilities for text analysis. LLMs hold immense potential for revolutionizing investigations, particularly in complex, large scale, cases, especially those that cross borders. Imagine investigators being able to: + Ask questions in natural language No more struggling with complex search queries. LLMs allow investigators to ask questions directly of vast datasets, just as they would a human expert. This streamlines the process and unlocks hidden insights within the data. + Summarize complex documents LLMs can condense lengthy reports and communications into concise summaries, highlighting critical details. This empowers investigators to quickly grasp the essence of documents and prioritize their efforts. + Identify key topics and entities LLMs can automatically analyze documents, pinpointing crucial information such as locations, individuals of interest, and relevant events. This saves investigators countless hours sifting through text and helps them build a comprehensive picture of the case. Leveraging LLMs enables far stronger capabilities than traditional text analytics. This is because the analysis extends beyond the text contained in any one specific document. An LLM will leverage its extensive knowledge base, based on the vast datasets it has been trained on, to create new entities, infer implications and establish connections that may not be explicitly stated in the text of that specific document. For example, a police report may have a minor reference to a specific gang with no additional details, but an LLM would be able to tap into all the data on that gang available on the web. Introduction 5 Decision Intelligence Approach About NEXYTE 1 AI-Assisted Investigations 3 Audio and Video Content Analysis 4 Responsible AI 2 Large Language Models (LLMs) 2 Large Language Models (LLMs)