I enjoyed this article... random cat pictures (esp. thumbs up cat picture) kept me going.
I do think on device AI will be a BIG thing... and basically change how we interact with our computers entirely - you will just ask to get things done. Low latency, free to use as much as you want. I think this future is hard to avoid/this will be a chunk of the future.
Like Star Trek -- "tea. earl grey. hot.". Though there will still be tasks where you'd have to likely want or need to pick up a keyboard and mouse. But of course there will be plenty of casual users who dont want or need to do anything interesting and use it for simple tasks like ask for the weather, turn on lights, and brew their earl grey.