Commercial banks frequently encounter optimistic entrepreneurs whose, perce
ptions are biased by wishful thinking. Bankers are left with a difficult sc
reening problem: separating realistic entrepreneurs from optimists who may
be clever, knowledgeable, and completely sincere. We build a game-theoretic
model of the screening process. We show that although entrepreneurs may pr
actice self-restraint to signal realism, competition may lead banks to be i
nsufficiently conservative in their,lending, thus reducing capital-market e
fficiency. High collateral requirements decrease efficiency further. We dis
cuss bank regulation and bankruptcy rules in connection with the problems t
hat optimistic entrepreneurs present.