The tails of the Taylor series for many standard functions such as $\arctan$ and $\log$ can be expressed as continued fractions in a variety ways. A surprising side effect is that some of these continued fractions provide a dramatic accelerations for the underlying power series. These investigations were motivated by a surprising observation about Gregory's series.