Check out the movement in the graph starting around 7:40. A huge portion of East Asia and South Asia (where a large part of the world's population lives) experienced a large gain. (We might not consider a move from $1/day to $10/day significant, but it is)
As another commenter pointed out, this isn't something we can attribute to some "U.S. generation", but there it is.
Now, here this: millions of people are starving to death every year. Starving from lack off food, water, ideas and hope. And Obama isn't gonna change it one bit.
And it's true that millions of people are starving every year, dying of preventable diseases, etc. But those things correlate strongly with extreme poverty, and the number of people in extreme poverty has dropped dramatically over the last 25 years and continues to drop.