I either watch YouTube videos using the app on my phone or on my TV using my NVIDIA Shield. I don't see descriptions either way (or annotations, for that matter).
On the phone app, the description is dynamically loaded below the comments. I'm sure there's a less discoverable location, but I'd be hard pressed to identify it.