So this is definitely not a "bury your heating coils in a sand dune, then connect..." technology.
Quartz melts (per Wikipedia) at 1,713 C. Hotter would obviously be more efficient (basic thermodynamics) - but from the linked govt. report, it sounds like getting usefully hotter would lead to excessive technical problems.
Beyond sourcing the sand (a real issue in many places), this tech sounds incredibly benign, environmentally. Zero-ish rare elements / nasty chemicals / emissions. And the worst-case "melt-down" leaves just a pile of burning-hot sand.
Edit: IANAME (not a Mech. Engineer), but that govt. technical report looks like great stuff if you're seriously into energy storage tech, or just an amateur gearhead. Direct link: https://www.nrel.gov/docs/fy23osti/84728.pdf