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)
Large Language Model
How Artificial Intelligence Adds Value To The Research Process
Let's dive into an example of AI making our daily life easier and enhancing our job performance - all while creating small value each time that adds up to massive total value. The process of performing research and gathering information has drastically evolved over time, driven by advances in both information management and analytics. Of course, large language models and … [Read more...] about How Artificial Intelligence Adds Value To The Research Process
Large Language Model Usage: Assessing The Risks And Ethics
With the ever-expanding use of large language models (LLMs) to generate information for users, there is an urgent need to assess and understand the risks and ethical implications of any given usage. Even seemingly similar uses can have very different risk and ethical profiles. This post will discuss and illustrate with some examples. Defining Risk And Ethics In The … [Read more...] about Large Language Model Usage: Assessing The Risks And Ethics
Driving Value From LLMs – The Winning Formula
I have observed a pattern in the recent evolution of LLM-based applications that appears to be a winning formula. The pattern combines the best of multiple approaches and technologies. It provides value to users and is an effective way to get accurate results with contextual narratives - all from a single prompt. The pattern also takes advantage of the capabilities of LLMs … [Read more...] about Driving Value From LLMs – The Winning Formula
LLMs Are More Than Generative AI
While large language models (LLMs) and generative AI have been all the rage over the past year, the most attention has been given to their intersection - the text generation capabilities of LLMs. There is no doubt that the ability to generate answers to questions is a major value proposition of LLMs. However, there are other uses of LLMs that are both common and valuable. This … [Read more...] about LLMs Are More Than Generative AI
