Correction - I wrote Surefire, but I meant to say Streamlight.

The Streamlight Propolymer 4AA product instructions say "Use only Alkaline batteries"

I've read someplace that it has to do with slight differenes in the voltage.

On the other hand my Princeton Tec EOS headlamp instructions says it can use both alkaline and lithium batteries.