Lecture

Generative systems. How they work and how they are broken

VENUE
Kyiv, 10 Dobrovolchykh batalioniv St.

LECTURER
Oleksiy Ignatenko

In this lecture, we will look at how Big Language Models and other generative systems emerged. We will find out what is new about them and what are their main architectural elements. Will models really take away people’s jobs and why Jan LeCun doesn’t think so.

(image generated by the model https://deepdreamgenerator.com/)

What level of performance do systems demonstrate now and how is the AI arms race going on? We will try to understand what Prompt engineering is and why some believe that it is a profession that died before it was born, as well as what LLM agents and RAGs are. We will see why some models believe that 9.9 > 9.11 and what jailbreaking is. We will try to generate complex images and break some models.

LECTURER

Oleksiy Ihnatenko

Generative systems. How they work and how they are broken

Oleksiy Ihnatenko

Doctor of Physical and Mathematical Sciences, Senior Research Fellow, Professor at the Faculty of Applied Sciences of UCU.
For the last 20 years, he has been researching in the field of game theory and multi-agent systems. He is one of the organisers of the UNLP conference dedicated to the development of methods for processing natural Ukrainian language.

THIS COURSE IS FOR

  • Executives and top managers – for understanding the impact of generative AI on business, the labour market, and competitive advantage.
  • IT professionals and developers – for a deeper comprehension of LLM architecture, principles of prompt engineering, and model protection methods.
  • Marketers and content specialists – for exploring the possibilities of generative AI in the creation of texts, images, and media.
  • Cybersecurity specialists – for studying jailbreaking methods, attacks on AI models, and risks associated with generative systems.
  • Anyone interested in prompt engineering – regardless of their level of training, to learn how to communicate effectively with LLM and use its capabilities in various fields.

THE COST OF TRAINING

10, Dobrovolchykh batalyoniv Str., Kyiv

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