> 3. Consequently, most of the processing units now deployed in 4-core-and-up machines are doing nothing most of the time but generating waste heat. While it's

> 3. Consequently, most of the processing units now deployed in 4-core-and-up machines are doing nothing most of the time but generating waste heat. While it's true that most of the time a 4-core or more machine has idle cores, I'm not convinced this is a problem. Yes, most of the time spent on a modern computer consists of doing things that aren't particularly computationally expensive. But our perception of the speed of a personal computer isn't based on some kind of steady state performance on batch jobs, I think that worst-case latency is a lot closer to how we perceive the speed of a computer. Of course, in specialized domains like HPC the steady state performance on batch jobs is important, but this article seems to be discussing personal computers. Even if they come up rarely, you still hit computational bottlenecks at times when latency is important. Whether it's some bloated web page, some big Excel computation, a compilation for us programmers, or the like, there are plenty of times where you hit some kind of bottleneck in which you can make effective use of all of your cores, so even if 99% of the time you have idle cores, that 1% of the time can shape your perception of how fast your computer is. And the fact that most of your CPUs are idle most of the time doesn't mean you are wasting power. Modern CPU cores conserve power when idle, via P-States (frequency scaling) and C-States (turning off idle cores). It is probably true that there is a lot of software out there which could take better advantage of parallelism but doesn't, in some cases due to performance not being prioritized, in some cases due to some essential complexity of parallelizing the code, but also in many cases due to accidental complexity of parallelizing code due to unsafe languages like C and C++ that can make it quite difficult to refactor serial code into parallel without worrying about introducing significant bugs.