How AI Learns Patterns
When we say an AI learns patterns, we mean it finds regularities in examples and uses those regularities to make useful guesses about new situations.
BeginnerModelsMODULE
How Models Work
Patterns, training data, language models, mistakes, and bias.
Training Data, Simply
Training data is the collection of examples that a machine learning model uses to learn patterns.
IntermediateModelsWhat a Model Does, Plainly
When people say a model does something, they usually mean the whole system that turns an input into an output.
BeginnerModelsLarge Language Models, Explained
Large language models are computational systems that learn patterns from vast amounts of text.
IntermediateModelsWhy AI Makes Mistakes
When we talk about AI making mistakes, we are really talking about the gap between what a model was designed to do and what it actually does in the real world.
IntermediateModelsBias in AI Systems
Bias in AI systems is not a single bug you can patch once and forget.
IntermediateModels