Opportunities and Risks of Large Language Models and Foundation Models Mario Fritz

Opportunities and Risks of Large Language Models and Foundation Models

The advent of Large Language Models (e.g. ChatGPT) and other foundation models (e.g. stable diffusion) has and will contintue to change the way to AI/ML applications are developed and deployed.

On the one hand, these models show unprecedented performance and can often be adapted to new tasks with little effort. In particular, large language models like ChatGPT have the potential to change the way we implement and deploy functionality.

On the other hand, these models raise several questions related to safety, security and general aspects of trustworthiness, that urgently need to be address to comply with ou high expectations on future AI systems.

Therefore, this seminar will investigate aspects of trustworthiness, security, safety, privacy, robustness, intellectual property.

This is a lecture in the contect of the ELSA - European Lighthouse on Secure and Safe AI: https://elsa-ai.eu