Equation 3 · Part 11 · AI Alignment and Safety in 2035: Two Axes, Four Scenarios, and What Would Falsify Them
Denominator: dt
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.
Full expression→Denominator: dt→Article meaning
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 . The gap narrows exactly when verification coverage grows faster than capability does. Axis A determines whether V/t can be large at all — whether there is a technique to scale in the…
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.
Open the illustrated fractions: division written vertically guide →
Sources cited in the surrounding passage
These citations provide research context; check each source for the exact claim it supports.