Comment by SAI_Peregrinus

Some 643-state inputs never halt. Some 643-state inputs do eventually halt. Only if you can run them for infinite time can you determine whether a given machine halts in a finite length of time: for any finite time you pick, if the machine is still running it could still halt eventually. That's just the halting problem, the impossibility of solving it is quite famous and it's easy to find the proof stated more formally than I want to with the limits of HN's markdown.

The interesting bit is they were able to construct a machine that halts if ZFC is consistent. Since a consistent axiomatic system can never prove its own consistency (another famous proof) ZFC can't prove that this machine halts. And ZFC can't prove that it never halts without running it for infinite steps.

That ZFC-consistency-proving machine has 643 states, so BB(643) either halts after the ZFC-consistency-proving machine or the ZFC-consistency-proving machine never halts. If BB(643) halts after the ZFC-consistency-proving machine, then ZFC is consistent and ZFC can't prove BB(643) halts since ZFC can't prove the ZFC-consistency-proving machine halts.