What is generative Artificial Intelligence and how does it work?

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Many people are using the Artificial Intelligence for generating texts, images and videos or for making robots or other tools to move or to interact with humans or to each other. But do you know how are technologies like ChatGPT created, and what does the future hold for Artificial Intelligence (AI) language models?

Those Artificial Intelligences are good or great tools depending each case even if the Artificial Intelligence language models still have some issues with knowledge & logic problems, and they are not going away soon or they will never go away even if some of them still need lots of work to have good results or, more, to becam aware of them and us.

This talk was filmed at the Royal Institution hall on 29th September 2023 in collaboration between the Royal Institution from Greath Britain with The Alan Turing Institute. In this lecture, Mirella Lapata will present an overview of this exciting—sometimes controversial—and rapidly generative Artificial Intelligence evolving field. For Your Information, Mirella Lapata is professor of natural language processing in the School of Informatics at the University of Edinburgh. Her research focuses on getting computers to understand, reason with, and generate natural language.

Generative Artificial Intelligence refers to a type of artificial intelligence that involves creating new and original data or content on its own without human help. Unlike traditional Artificial Intelligence models that rely on large datasets and algorithms to classify or predict outcomes, generative Artificial Intelligence (AI) models are designed to learn the underlying patterns and structure of the data and generate novel outputs that mimic human creativity without the human logic yet.

ChatGPT is perhaps the most well-known example or at least one of the most known examples, but the field is far larger and more varied than text generation. Other applications of this current generative Artificial Intelligence include image and video synthesis, speech generation, music composition, and virtual reality.

  • 00:00 Introduction
  • 2:38 Generative Artificial Intelligence is not new – so what’s changed?
  • 8:43 How did we get to ChatGPT?
  • 12:38 How are Large Language Models (LLM) created?
  • 22:48 How good can a  Large Language Model  become?
  • 26:57 Unexpected effects of scaling up Large Language Models
  • 28:05 How can ChatGPT meet the needs of humans?
  • 32:30 Chat GPT demo
  • 38:07 Are Language Models always right or fair?
  • 40:21 The impact of LLMs on society
  • 42:54 Is Artificial Intelligence going to kill us all?

If I could give my own answer to the last question the current answer is no. With or without its Terminators the Artificial Intelligence known as Skynet won't appear in a few decades in order to kill us.

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