What can logic do without information? If you define intelligence as your "capacity to acquire and utilize knowledge", then you would know very little inside an empty universe. You need to make observations to acquire knowledge.
When you are born as a baby, your brain requires certain things to develop. If you were born as a baby in an empty environment without needing food, your brain would not develop properly. This is true with other animals as well. Without a stimulating environment, your brain does not learn. Learning is a part of development, you start learning when your brain has very high plasticity and making many new connections.
You say born as an adult though, but consider what that means. An adult animal has a brain that has been stimulated during the crucial development of the brain. You learned a language for one. It took your brain a few years in a very stimulating world to learn basic things, by seeing, listening, touching, tasting and smelling the world.
"do we get born with some kind of basic information with which we could then derive some basic concepts and eventually geometry and math?"
I would say no. We're more of a blank slate. You may be interested in learning about feral children. There is at least a couple of good studies on it. There is Dina Sanichar, who was raised by wolves.
"What can logic do without information?"
Logic needs information. You need to make observations. That's why science was able to push into places that philosophers could not reach. They went out and made observations, and created experiments to make precise observations. How do you infer something, if you have no observations to infer with?