Why has penicillin been less effective?

Penicillin less effective in bacteria that have slowed down their multiplication rate because antibiotics are generally active against multiplying bacteria, but are much less effective against non-replicating (latent) bacteria.

Also some bacteria change the shape of their cell walls so the penicillin can't stick or produce a substance that breaks down penicillin.