This is what I think I know based on some research i did lately.
LCD Screens require a backlight because the LCD panel itself merely becomes translucent when activating. Each pixel is made of three tiny liquid crystal apertures with a different color filter on each, red green and blue. It's important to note that If you have an LCD screen powered on and displaying a black image, the backlight is still lit at full power, but the LCD is blocking the light. It doesn't do a perfect job of blocking the light though, which is why the best black an LCD can do is really a sort of dark grey.
The backlight in an LCD screen is most commonly florescent tubes.
Enter "LED" screens: Is each pixel made of tiny LED's? No. They are standard old LCD screens which are backlit with LEDs instead of florescents. Kind of a lie in my opinion.
Even more confusing is the fact that some LCD displays are backlit with OLED sheets. An OLED isn't really what is being displayed in this article, but I'll get to that. OLED sheets used as LCD backlights (and sold as "LED" displays are a large sheet applied to the back of the LCD. When you apply power, the entire thing lights up evenly.
The display in the article is, I believe, an AMOLED display. It stands for Active Matrix OLED. It is an OLED sheet but it is made up of millions of individually-addressable different-color LEDs, arrranged into pixel groups with n different-colored LEDs per pixel. This display uses no LCD layer, and generates its own light. It's completely different from what has been in the past referred to as "LED" or even sometimes "OLED" displays, which were in reality LED or OLED-backlit LCD displays.
For the reasons just noted, when an AMOLED screen makes a black pixel, it's truly black, because the LEDs in that pixel are simply powered off. An LCD display (even LED-backlit LCD displays) make black pixels by blocking most of the backlight. It is also using almost no power when displaying a black image. LEDs can switch intensity instantly, compared to the relatively slow LCD which is why they are high-speed. They are also infinitely-adjustable for intensity, which is why (combined with true-black capability) they have infinite contrast ratios
AMOLED screens are only recently being used in small-screen displays. To see one this large is truly impressive. My phone has one, but its only 4.5 inches. It makes a super-bright, very clear display which is viewable at extreme angles without fading. It generally illicits a "Whoah!" response from people who see it for the first time. I am not aware of any tablets which use AMOLED screens yet, but I am sure they are coming.