ChatGPT, Myths and Realities

All you wanted to know about Deep Learning but were afraid to ask

A (very) general in troduction to LLMs and Deep Learning

Abstract

Many of us have seen the strong impact of so-called Deep Learning technologies for some time now. This is particularly true of their “generative” side, with Large Language Models (LLMs) such as ChatGPT, GPT-4, etc., whose use has become widespread in higher education, inviting teaching staff to question these tools, from their creation to their use.

Here, we offer an overview of Deep Learning, taking a look at what data-driven learning is, and introducing the flagship of these new technologies: LLMs, their development and uses.