Equation 8 · Reliable AI Agents Are Control Systems, Not Chatbots
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This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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Symbol z
z is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
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What the article says around this equation
where the retriever assigns probability to documents z and the generator conditions on a selected set [ 6 ] . The decomposition matters because retrieval and generation fail differently.
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