Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Retrieval augments LLMs by allowing huge external context.

Large Language Models 100

Large Language Models Prompt Engineering Prompt Engineer LLM 100

ODSC - Open Data Science

NOVEMBER 21, 2024

Understanding the Core Limitations of Large Language Models: Insights from Gary Marcus Gary Marcus, a leading voice and critic of AI, shared his thoughts in a recent podcast, where he explored LLMs’ limitations, the need for hybrid AI approaches, and more.

Data Science 40

Data Science Hybrid AI Large Language Models Deep Learning 40

deepsense.ai

NOVEMBER 14, 2023

Even though the team we established consisted of elite LLM experts, the task proved very challenging. 2023 Witscript 3: A hybrid AI system for improvising jokes in a conversation , Toplyn J., 2004 BLEURT: Learning robust metrics for text generation , Sellam T., Galstyan A. Cresswell J.C., Hosseinzadeh R. Kotelnikova A.,

Generative AI 111

Generative AI ML Prompt Engineering Prompt Engineer 111

ODSC - Open Data Science

DECEMBER 2, 2024

Marcus’s views provide a deep dive into why LLMs, despite their breakthroughs, are not suited for tasks requiring complex reasoning and abstraction. This blog explores Marcus’s insights, addressing LLMs’ inherent limitations, the need for hybrid AI approaches, and the societal implications of current AI practices.

Large Language Models 40

Large Language Models Hybrid AI Deep Learning OpenAI 40