What Is Generative AI and How Does It Work? - With Mirella Lapata

Explore the world of generative AI and its revolutionary impact in this comprehensive lecture by Professor Mirella Lapata. Delve into the evolution of AI technology, from its early stages to the development of ChatGPT and other large language models. Discover the intricate process behind creating these advanced systems and their potential for growth. Examine the unexpected outcomes of scaling up language models and how they can be tailored to meet human needs. Witness a live demonstration of ChatGPT's capabilities and critically analyze the accuracy and fairness of language models. Discuss the societal implications of this technology and address concerns about AI's potential risks. Gain valuable insights into the current state and future prospects of generative AI in this engaging 46-minute talk from The Royal Institution.

Intro
Generative AI isn’t new – so what’s changed?
How did we get to ChatGPT?
How are Large Language Models created?
How good can a LLM become?
Unexpected effects of scaling up LLMs
How can ChatGPT meet the needs of humans?
Chat GPT demo
Are Language Models always right or fair?
The impact of LLMs on society
Is AI going to kill us all?