No. What they meant was that it runs on Macs with "built-in flash storage"1. That is to say, the MacBook Airs from 2010 to 2012 and the Retina MacBook Pro, i.e., the Macs with the (semi-) proprietary Flash hard drives and RAM soldered onto the logic board and Thunderbolt ports.
This means that it isn't supported by the 2012 non-retina MacBook Pros.
1 Source: footnote 2 on your link, at the bottom of the page.
Power Nap requires a Mac notebook with built-in flash storage. May require a firmware update.
Edit: As of the official release of 10.8, Apple changed the set of supported Macs for Power Nap to not include the
late-2010 MacBook Airs. Update: as of 10.8.2, Power Nap is now supported on late-2010 MacBook Airs again.
Only the MacBook Air (Mid 2011 or newer), MacBook Pro with Retina display were originally supported supported for Power Nap. The reason for this is An SMC update is required to gain all the functionality of Power Nap, and these are the only models Apple has chosen to actively write the firmware updates to support the feature. In other words, it's not that Apple runs some exclusion script to keep other models out; it takes an active update to the firmware to make a model run Power Nap, and they've chosen to do that for two particular lines of computers.
In a subsequent firmware update, Apple included Mid 2010 MacBook Air models in Power Nap.
As far as why they've made that decision, we enter the realm of speculation, but fortunately, we have some good information here.
The idea behind Power Nap is that when the computer appears to be asleep, from time to time, it actually wakes up and performs various tasks. This waking, however, is not noticeable to the user because the computer remains dark and silent. This means no audio or video is activated. It also means, of particular relevance to this question, the fan is also kept off.
This requires a storage device that can run without a fan and a processor that can run without a fan (sorry notoriously hot G5 — I doubt there would ever be a way to support you for this).
According to John Siracusa's epic Mountain Lion review, the Dark Wake mode that Power Nap invokes does not turn on the fans. Thus, only devices Apple knows are designed to be able to access their storage without risk of overheating (as a spinning hard drive might) will take advantage of Power Nap. Siracusa suggests that third party SSDs might have a different heat profile.
While SSDs could be installed in any computer, and Apple could perhaps write firmware updates for all their Macs so that Power Nap checks to see if the computer has a SSD drive and if so, runs Power Nap, they haven't chosen to do so. Instead, they've made Power Nap work only on those models of computer that they know will have a SSD drive.
The limitation might not be drive-based; it could be the processor that can't run silently. This seems slightly less likely to me, given the supported models, but it could explain why the 2010 MacBook Air is excluded. Power Nap monitors temperature, and if the system gets too hot to run without cooling, Power Nap disengages, but if the processor in earlier MBAs was triggering such an alert too often, that may be why Apple removed them from the list of models that support Power Nap.
tl;dr: likely it's hardware; specifically, heat.
Best Answer
This seems to work on my AppleTV 2 and MacBook Air.
Last night I turned on the AppleTV to browse my main library on a Mac Mini and the MacBook Air library showed up as well, even though the lid was closed and the computer was asleep.
I have not experimented enough to know if this works with the power adapter unplugged.
This was a very pleasant, but apparently undocumented, feature to discover. Perhaps it arrived in the most recent AppleTV update.