Basics¶

AI¶

AI is a broad field of computer science that focuses on creating machines that can perform tasks that require human intelligence. AI can be classified into two categories: narrow AI and general AI.

AI Scopes¶

AI have a wide range of technologies and techniques, including machine learning, natural language processing (NLP), robotics, computer vision.

AI includes¶

Machine learning
Deep learning
Natural language processing
Computer vision
Robotics
Expert systems
Speech recognition
Planning and scheduling
Knowledge representation

What is a foundation model?¶

They are large models that are trained on a diverse range of tasks and data. They can be fine-tuned to perform a wide range of tasks.

Example of foundation models¶

anthropic
ai21labs
cohere
stabilityAI