8min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

AI Trends 2024: Machine Learning & Deep Learning with Thomas Dietterich - #666

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Exploring the Shortcomings and Limitations of Large Language Models

This chapter delves into the shortcomings of large language models (LLMs), such as lack of modularity, struggles with updating knowledge, hallucinations, and inconsistent answers. It also discusses the need for a separate module to understand social and ethical acceptability, the inability to handle novel situations, and the potential adoption of a modular architecture in LLMs.

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