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Via Simon Willison:

Moving forward, when I talk about agents I’m going to use this:

An LLM agent runs tools in a loop to achieve a goal.

I like this definition. Simon breaks down why he chose that specific phrasing for each part, it’s worth a deeper read.

There’s a lot of confusion about agents, and while it has already been turned into an elastic marketing term like “AI”, it’s helpful for product and technology discussions to have more precision.