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A guide in layers

The AI stack, explained

What each layer of the AI stack does, in plain words, from the chips at the bottom to the product on top.

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ApplicationsAgentsModelsDataCompute
5

Applications

The product a person actually uses: a chat window, an editor, a search box.

Ask: Who is it for, and what does it do on a bad day?

4

Agents

Programs that let a model use tools, take several steps and check what happened.

Ask: What can it change, and who can undo it?

3

Models

Trained systems that turn an input into an output: text, images, code or speech.

Ask: What was it trained for, and how is it tested?

2

Data

The text, images and records a model learns from or reads at run time. Quality here caps quality above.

Ask: Where did it come from, and may it be used?

1

Compute

The chips and servers that do the arithmetic. Everything above rents or owns time on them.

Ask: What does a run cost, and where does it happen?

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