Can syphilis be cured or treated for a lifetime or forever?

Yes. Unlike some stds such as herpes, the early stages of syphilis are easily cured (forever) with appropriate antibiotic (penicillin shot in the muscle being the drug of choice). Untreated syphilis can eventually result in a non-curable form (known as tertiary syphilis) which is nowadays quite uncommon in our country.