It could really use some examples of what the hell he's talking about.
Wide ranging examples, too. I'm sure he could come up with one or two, but can he come up with a whole bunch, which span a reasonably wide swath of algorithm space?
Show me how to, say, invert a matrix, which is a possible-yet-annoyingly-hard problem to parallelize ordinarily, and I'll take it seriously.
There's some hilarious stuff there, though.