This property is very interesting: Any number can be written as the sum of a prime and a power of two, was disproved very early on: $127$ cannot be written as the sum of a prime and a power of two! But then, a question was asked: what about numbers that can be written as the sum or difference of a power of two and a prime?
Would you believe it, that turned out to be false, and the counterexample is: $47,867,742,232,066,880,047,611,079$.
It was conjectured by Brier that there are no numbers which are Riesel ($n$ such that $\forall k,n2^k+1$ is composite) and Sierpinski ($n$ such that $\forall k,n2^k-1$ is composite). Turns out the number $3316923598096294713661$ is both, and he found it himself.
It was conjectured that the prime counting function $\pi(x)$ would never be larger than one of it's approximations widely regarded as it's upper bound until then, the $li$ function. The existence of this number is known, and in fact it's known to be greater than $10^{19}$ and smaller than $e^{728}$.
Here is the paper regarding the first counterexample:
http://www.ams.org/journals/mcom/1975-29-129/S0025-5718-1975-0376583-0/S0025-5718-1975-0376583-0.pdf
Which, in short, is why interestingly computer programs need to run for ages and ages, because counterexamples can be so terribly huge.
Having said that, sometimes you find a property and you wonder if there is no number with that property. For example, for a long time I thought if you take any number and join it back to itself (for example $72$ becomes $7272$), then the resulting number would not be a square. Turns out $1322314049613223140496=363636364^2$.