If I don't utilize multithreaded paradigms when designing my code, will hyperthreading split the load automagically over the logical cores, or would my have to be specicially written to take advantage of the other cores like it would have to be for physical cores?
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On suggestion of @us2012 I post this here from my comment...
There is no such magic. Superscalar CPUs, especially OOO (Out Of Order execution) processors do magic - but that is inside one core.
On the contrary, Hyperthreading can be thought of as (very simplified) two pipelines in front of one complete core.
AMD Bulldozer CPUs have a similar bit, but they went a step further: the integer core is split into two too, but the two pipelines + integer cores share one floating point unit. This whole is called a "module", having two threads.
TL;DR
Superscalar (from the Wiki)
Out of order execution (from the Wiki)
Hyperthreading (from... you know where...)
Bulldozer (not from not the wiki)