Equation 29 · Part 5 · The Economics and Physical Limits of Running AI Agents at Scale
Symbol c_i
What this part means
occurs above the fraction bar. The numerator is divided by the entire denominator below it.
Its job in the formula
occurs above the fraction bar. The numerator is divided by the entire denominator below it.
Full expression→Symbol c_i→Article meaning
The passage around this formula
If a step fails and is retried with probability , independent of other steps, the expected cost of the trajectory becomes . Holding = q constant across the trajectory — a simplification, since real failure rates are neither constant nor independent — the expected extra cost from retries is , and because increases with i , that extra cost is weighted toward the trajectory’s most expensive, latest steps rather than distributed evenly across it. A one-percent per-step retry rate is a rounding error at step five. Applied at step two hundred of an uncached or lightly cached loop, it is a rounding error on a much larger number.
Learn the underlying idea
A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.
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Sources cited in the article section
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