We are fortunate that octopuses do not live long (hence limiting how much knowledge an individual octopus can accumulate to personal experience) and that they do not raise their young (and hence do not get a chance to pass knowledge to the next generation).

If not for those factors, I suspect that Mankind would only have whatever access to the oceans that the octopuses decided to allow us.