We study the structure of uniform random binary recursive circuits. We show
that a suitably normalized version of the number of outputs converges in d
istribution to a normal random variate. We also discuss the connection of t
he number of outputs to a non-classical urn model, and our investigation pr
ovides a first solved instance of this new class of urns.