Scaling level-spacing distribution functions in the ''bulk of the spec
trum'' in random matrix models of N x N hermitian matrices and then go
ing to the limit N --> infinity leads to the Fredholm determinant of t
he sine kernel sin pi(x - y)/pi(x - y). Similarly a scaling limit at t
he ''edge of the spectrum'' leads to the Airy kernel [Ai(x) Ai(y) - Ai
'(x) Ai(y)]/(x - y). In this paper we derive analogues for this Airy k
ernel of the following properties of the sine kernel: the completely i
ntegrable system of P.D.E.'s found by Jimbo, Miwa, Mori, and Sato; the
expression, in the case of a single interval, of the Fredholm determi
nant in terms of a Painleve transcendent; the existence of a commuting
differential operator; and the fact that this operator can be used in
the derivation of asymptotics, for general n, of the probability that
an interval contains precisely n eigenvalues.