Nuclear batteries, powered by thermocouples that transform the heat of decay into a small amount of electricity. For long-running batteries, they've got pretty good energy density, although even the most advanced designs struggle to hit 15% efficiency.

The nice thing about these is that there's only a few kg of radioactive material, and an accident high enough to generate fallout will also burn up both the fuel and the shielding.