Claude API
intermediateDefinition
Anthropic's service that lets programs send messages to Claude and get replies back, so developers can build Claude into their own apps.
In the wild
A hotel's website sends each new guest review to the Claude API and gets back a one-line summary for the manager, paying per token used.
More from How AI Models Work
Agentic AI
AI that works toward a goal over many steps on its own: it plans, takes actions with tools, checks the results, and keeps going until the job is done.
Chain of Thought
Having a model work through a problem step by step before giving its final answer, which often makes the answer more accurate.
Context Window
How much text Claude can keep in view at once, counting your messages, the files it has read, and its own replies.
Few-Shot Prompting
Giving a model a few worked examples of what you want before your real request, so it copies the pattern.
Fine-Tuning
Training an existing AI model further on a focused set of examples so it gets better at one particular job. A prompt shapes one conversation, but fine-tuning changes the model itself.
Hallucination
When an AI model states something made up as if it were fact, such as a quote, a number, or a file that doesn't exist.