Over half its economy is based on oil and mining. It has failed to develop meaningful economic diversification, and, because it has wisely banked so much of the proceeds of its oil (over US$300k per capita), there's not a lot of pressure to adapt.
Norway will not be a center of innovation anytime soon, except in oil-related fields. Eventually, as oil gets replaced as a source of energy, they may feel more pressure to change. But for now, they suffer from a more sophisticated version of the resource curse.
Sweden is an interesting counterexample, which has a lower GDP per capita but a much more diversified economy. Sweden abolished a wealth tax they used to have almost 20 years ago.