Cool question. I think genius is just very high intelligence.

But intelligence is not necessarily wisdom. You can be very intelligent about a specific field, but very unwise about the larger picture. A wise person is intelligent in every domain of their life, not just hyper-good at one at the expense of other categories. The latter is a "genius" I would say. But a genius can also be wise. But those people are extraordinarily rare.