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Equation 3 · Part 10 · AI Alignment and Safety in 2035: Two Axes, Four Scenarios, and What Would Falsify Them

Numerator: dC

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}.
dC\mathrm{d}C

What this part means

The complete quantity above the fraction bar.

Its job in the formula

dC occurs above the fraction bar. The numerator is divided by the entire denominator below it.

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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