Well, I sorta imagined EPUB3 books were made to be read
You've got Readium already; surely Android/iOS EPUB3 apps can't be far off?
I suppose it's a tech/time trade-off; spend 6 months finding a decent solution in EPUB2, or make it in EPUB3 now and wait 6 months before most people can read it