They don’t last more than a few conference calls without needing to be recharged.
AirPods as the New iPod
Sean M Everett

This indeed the case, however you can either put them back in the case and be nearly at 100% charged after 5–7min or do one ear at a time, essentially doubling your battery life. Of course that leaves an open ear but you get great quality of sound and speech.