Which science fiction concept became less believable as real science advanced?

A lot of classic science fiction was written with the best scientific knowledge available at the time. Some ideas have aged remarkably well, while others feel much less convincing now that we know more about physics, astronomy, biology, or artificial intelligence.
What's a concept that you think hasn't held up particularly well? And are there any older works that turned out to be surprisingly accurate?