Bill Gates reshaped the computer industry by pumping out new versions of Microsoft Windows software every few years, fixing and fine tuning it as he went along.

He's now betting that he can reshape the energy industry with a project akin to shipping Windows once and having it work, bug-free, for 50 years.

Thanks to his role funding and guiding...