This is just the beginning

Throughout this book, we saw how Generative AI and, more specifically, GPT models are revolutionizing the way both citizens and large enterprises are working.

Nevertheless, we have embarked on a journey where ChatGPT and GPT models represent only the first steps toward an era of unprecedented technological advancements. As we have seen throughout the book, these models have already demonstrated exceptional capabilities in language understanding and generation. However, the true potential of Generative AI has yet to be fully realized.

A glimpse of what we might expect has already been unveiled by the first releases of Multimodal Large Language Models (MLLMs) and the introduction of the Copilot system by Microsoft.

The advent of multimodal large language models

So far, we’ve mainly focused on Large Language Models (LLMs), as they are the architecture behind the GPT-x family and ChatGPT. These models are trained on massive amounts of text...