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Equation 28 · The Economics and Physical Limits of Running AI Agents at Scale

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qiq_i

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the probability. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.

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qiq_i

Symbol q_i

the probability.

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subscript

subscript

The lower label selects a particular version, component, or indexed member of the quantity. For example, x₀ and xₜ can be values at different positions.

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How to interpret it

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What the article says around this equation

If a step fails and is retried with probability qiq_i , independent of other steps, the expected cost of the trajectory becomes

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