AI4Science Training @ UFZ Magdeburg

This slide deck accompanies the AI4Science for scientists at UFZ Magdeburg: https://scads.github.io/ai4science-ufz-madgeburg-2026/intro.html

It outlines the topics:

• Introduction to Artificial Intelligence, AI systems, and language models

• Application areas and limitations of AI in text generation

• AI-assisted literature research

• Prompt engineering

• Prompting with large context

• Knowledge distillation

• Text Analysis / Information Retrieval

• Embeddings and retrieval-augmented generation

• Data analysis

• Data and code generation

• Bias

• Privacy-compliant use

• Copyright

• EU AI Act