We give a new characterization of NP: the class NP contains exactly th
ose languages L for which membership proofs (a proof that an input x i
s in L) can be verified probabilistically in polynomial time using log
arithmic number of random bits and by reading sublogarithmic number of
bits from the proof. We discuss implications of this characterization
; specifically, we show that approximating Clique and Independent Set,
even in a very weak sense, is NP-hard.