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An AI agent may spend minutes, hours, or days retrieving documents, calling APIs, wa

Language model applications often receive the same question in different forms.

Language models are comfortable producing natural language.

An AI application often starts with one model provider and a handful of prompts.

An AI agent sends a purchase order, but the external system takes too long to respon

Benchmarks, adversarial prompts, and safety evaluations can reveal important weaknes

An AI agent becomes more useful when it can access the files, tools, networks, and c

An organization might use one agent to search internal policies, another to manage c

A model can perform well on benchmarks and still struggle when it encounters real pr