Jim, you probably also used to use a wet cell nicad primary light that you could hot charge off a car battery in the parking lot between dives. One of my mentors was still using that technology in the mid-90s (YIKES!) and he was also overdriving a 6v bulb to 7.2v. It was bright, when it didn't blow up...
I was blessed to start this sport at a time when lead acid "gel cell" batteries were in use for our primary lights, they were heavy, but inexpensive to replace and were good enough for a 3 hour dive if you had brand new batteries and took care of them.
I'm in the "still use disposable batteries in my backup lights" camp. I know that the majority of people are now using 18650s, and those are definitely more reliable than the NiCAD batteries that had memory problems and quick discharge rates back when I started cave diving. However, any rechargeable battery is only as good as it's current charge.
My rules on backup light batteries:
1. I replace the batteries on my drive home anytime I've used a backup light on a dive.
2. I replace the batteries every six months regardless of whether or not I use them. My personal schedule is 4th of July and Christmas.
To those that never heard of these concepts, be thankful that battery technology has evolved dramatically and you're able to reap the rewards of these advancements.