I stopped caring about I/O when it became just corporate talk
Which one of these talks from ML/AI at I/O 2022 would you describe as "just corporate talk"? https://www.youtube.com/playlist?list=PLQY2H8rRoyvyY0AsvPIkb...
The video is five minutes long, is basically a nature advert complete with stirring music, has a bizarre cartoon in the middle of it and is all about an attempt to control the reef's population of starfish. We're told that the starfish are doing great thanks to there being fewer predators and more nutrients in the water, but that this is bad because "it's quite a nasty animal" and it eats coral. The goal is to find starfish "outbreaks" using ML and enable teams of divers to kill the starfish as quickly as possible.
They appear to think this is a stirring example of protecting nature. There's even a diver at the end who breaks down in tears at the way the reef has degraded over his lifespan. Fortunately since the video was made it was discovered that the reefs are now at record-breaking coverage levels despite the starfish, so apparently they didn't need AI driven death-from-above. Also it's not really clear why Google wants to help implement mass animal culls in a place where people don't even go. Why are corals better than starfish? This seems like a very arbitrary judgement. Corals and crown-of-thorns starfish have been co-existing in nature for far longer than people have.
So:
1. Not for developers. They use batching and quantization, that's as deep as it goes technically.
2. Essentially a long ad for their cloud ML services.
3. Consists mostly of people talking about how meaningful, awesome and filled with hope they feel.