A single model has limits. It cannot recall precise facts, act on live data, or guarantee grounding. A compound system addresses this by assembling parts, each doing what it does best. Retrieval brings in the right knowledge. Tools take action. A structured model keeps reasoning correct. The language model orchestrates.
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This design is now the standard shape of serious enterprise AI. It is more accurate, more controllable, and easier to audit than a lone model, because each component's contribution can be inspected.
The whole is stronger, and more accountable, than any single part.