Equation 19 · Part 7 · The Economics and Physical Limits of Running AI Agents at Scale
Symbol delta
What this part means
delta is one of the signed contributions combined to compute the quantity on the left.
Its job in the formula
delta is one of the signed contributions combined to compute the quantity on the left.
Full expression→Symbol delta→Article meaning
The passage around this formula
Summed over an n -step trajectory, that gives . The middle term is the one that matters. It grows as n(n-1)/2 — quadratically in step count — while the other two terms grow only linearly. For a short loop, the quadratic term is negligible next to the fixed tax and the output cost. For a long one, it dominates completely, and no amount of shrinking or changes that; the loop’s own length has become the largest line item, all by itself.
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
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Sources cited in the article section
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