Tag: LLM

• From Monolithic Models to AI Agents: A New Era of Generative AI

  

  Large Language Models (LLMs) exhibit impressive capabilities but are susceptible to hallucinations. To address this issue, agentic AI emerges as a potential solution. The shift from monolithic models to compound AI systems, along with the rise of AI agents, represents significant progress in generative AI and problem-solving capacity. In this post, we will share key…

  aitalks

  August 8, 2024

  AI, AI Agents, compound ai systems, Fine-tuning, LLM, Monolithic, RAG, ReAct

  agentic ai, AI Agents, compound ai systems, control logic, foundation models, LLM, monolithic models, ReAct, system design

• Chatbot Showdown: Can Claude dethrone ChatGPT?

  

  Anthropic’s Claude 3 model family, released on March 4, 2024, intensifies chatbot competition. It consists of three increasingly powerful models—Haiku, Sonnet, and Opus. This post directly compares Claude 3 Sonnet to ChatGPT 3.5 through various tests.

  aitalks

  March 8, 2024

  AI, AI Competition, anthropic, Boxplot, ChatGPT, claude, Data visualization, OpenAI, Python

  AI, ai assistant, Chatbots, LLM, machine learning

• BloombergGPT: An Overview of a Language Model Tailored for Finance

  

  While general purpose large language models (LLMs)  like GPT-3 are incredibly versatile, their performance on domain-specific tasks is often less impressive. This blog post will delve into the development and performance of BloombergGPT and its significance for the finance industry.

  aitalks

  September 28, 2023

  AI, Finance, LLM

  Bloomberg, BloombergGPT, domain-specific ai, Finance AI, Finance Industry, FinPile, LLM, nlp

• The ABC Of ChatGPT

  

  This post aims to provide an overview of ChatGPT, discuss its limitations, and offer useful tips to make the most of it while considering its limitations.

  aitalks

  June 14, 2023

  AI, ChatGPT

  artificial intelligence, chatbot, gpt, language model, LLM, neural networks, OpenAI, prompt, transformer