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Equation 3 · Part 13 · AI Alignment and Safety in 2035: Two Axes, Four Scenarios, and What Would Falsify Them

Denominator: dt

G(t)=C(t)−V(t),dGdt=dCdt−dVdt.G(t) = C(t) - V(t), \qquad \frac{\mathrm{d}G}{\mathrm{d}t} = \frac{\mathrm{d}C}{\mathrm{d}t} - \frac{\mathrm{d}V}{\mathrm{d}t}.
dt\mathrm{d}t

What this part means

The complete quantity below the fraction bar; it must be nonzero for this division.

Its job in the formula

dt occurs below the fraction bar. The quantity above the bar is divided by this expression; zero is excluded as a denominator.

The passage around this formula

Whether the documented gap between capability and verified safety narrows or widens is not a third axis; it is what the other two jointly produce. Write C(t) for a stylised index of frontier capability — METR’s time-horizon trend is the best-measured available proxy [ 16 ] — and V(t) for an index of independently checkable verification coverage: the share of a system’s decision-relevant behaviour that something other than watching its output can vouch for. The gap is G(t)=C(t)−V(t),dGdt=dCdt−dVdtG(t) = C(t) - V(t), \qquad \frac{\mathrm{d}G}{\mathrm{d}t} = \frac{\mathrm{d}C}{\mathrm{d}t} - \frac{\mathrm{d}V}{\mathrm{d}t}. The gap narrows exactly when verification coverage grows faster than capability does. Axis A determines whether d\mathrm{d}V/d\mathrm{d}t can be large at all — whether there is a technique to scale in the…

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Learn the underlying idea

A fraction a/b means a divided by b. The top number is the numerator; the bottom number is the denominator, and it cannot be zero.

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Sources cited in the surrounding passage

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