Over 80% of business data is unstructured. Emails, PDFs, chats, medical notes, social media posts, videos-none of it fits neatly into rows and columns. Traditional tools struggle to analyze such data, leaving most of it unused.Large Language Models (LLMs) are changing that. By understanding natural language and context, they can turn unstructured information into usable … [Read more...] about How LLMs Are Changing the Way We Process Unstructured Data
Large Language Model
Deploying LLMs in Compliance: AI Orchestration and Explainability
Enterprise teams have moved past the hype of large language models. The focus now is execution. How to apply these tools in complex environments like compliance, finance, and risk without creating new vulnerabilities. In these areas, accuracy and accountability aren't nice-to-haves; they're essential.Policymakers and researchers are already laying the groundwork. The OECD's … [Read more...] about Deploying LLMs in Compliance: AI Orchestration and Explainability
LangChain vs LangGraph: Which LLM Framework is Right for You?
It's no longer just tech giants testing Large Language Models; they're becoming the engine of everyday apps. From your new virtual assistant to document analysis tools, LLMs are changing the way businesses think about using language and data. The global LLM market is expected to explode from $6.4 billion in 2024 to $36.1 billion by 2030, a growth of 33.2% CAGR according to … [Read more...] about LangChain vs LangGraph: Which LLM Framework is Right for You?
Do NOT Deploy THAT Chatbot!
But, DO deploy THIS chatbot! One of the most touted applications of generative AI and LLM models is the chatbot. From when ChatGPT first hit the scene, organizations of all types have been keen on making use of chatbots to better service customers. While LLM models and applications are quickly and continuously improving, there are still some significant risks that come with the … [Read more...] about Do NOT Deploy THAT Chatbot!
Revolutionizing Language Models: The Byte Latent Transformer (BLT)
The panorama of artificial intelligence, particularly in natural language processing (NLP), is undergoing a transformative shift with the introduction of the Byte Latent Transformer (BLT), and Meta's latest research paper spills some beans about the same. This innovative architecture, developed by researchers at Meta AI, challenges the traditional reliance on tokenization in … [Read more...] about Revolutionizing Language Models: The Byte Latent Transformer (BLT)
