Exploring Limitations: LLMs

Prof. Dr. Mirco Schoenfeld

Motivation

You now have a pretty solid understanding of Large Language Models and their underlying mechanisms.

Motivation

You most likely use LLMs in your daily work.

Motivation

But what are LLMs good for and what should you not do with them?

It’s your turn

Explore the limitations of LLMs.

See the subsequent slides for example scenarios

Scenario of limitations

Scenario: Seminar Paper.

Let the LLM generate a fictional seminar paper.

How is the quality of the reference section?

What about the citation style?

Is all metadata complete?

Do all references exist?

Scenario of limitations

Scenario: Program Code.

Are the solutions correct?

How specific are the solutions?

Do the solutions account for a given framework?

Back to Lecture Website