  For any binary-input channel with perfect state information at the decoder,
if the mutual information between the noisy state observation at the encoder
and the true channel state is below a positive threshold determined solely by
the state distribution, then the capacity is the same as that with no encoder
side information. A complementary phenomenon is revealed for the generalized
probing capacity. Extensions beyond binary-input channels are developed.
