Glossary

Control Theory in AI is the branch of study focusing on designing algorithms for intelligent agents. The goal is to optimize decision-making while considering environment uncertainties.

A Convolutional Neural Network is a deep-learning technology excellent at analyzing grid-like data, such as image pattern recognition and categorizing objects, along with audio and signal classification.

AI Copilots are advanced virtual assistants. Using AI and large language models, they automate tasks and improve productivity and decision-making.

Cosine Similarity Evaluation is a key technique in machine learning, assessing the similitude between two vectors regardless of their magnitude.

Cross-Lingual Language Models (XLMs) are advanced AI models geared towards multilingual text comprehension and generation. XLMs are proficient in tasks such as translation, information extraction, and responding to queries in different languages without the need for distinct training data for each function.

The Context Window in Llms refers to a form of short-term memory mechanism that allows the model to examine and utilize a specific segment of text for generating relevant responses.