Glossary – Letter F

Fairness and Bias

Principles ensuring AI systems behave without unjustified discrimination.

Federated Learning

A machine learning approach where models are trained across distributed devices or servers without centralising raw data.

File Parsing

Automated extraction of text and structure from formats such as DOCX, PDF, PPTX, or XLSX.

Fine-Tuning

The adaptation of a pre-trained model for a specific task through additional training on focused data.