+1 DJ, very good find. I heard the same thing: to look where you want to go. The guy told me this when explaining a slalom course. He said that when you're doing a slalom, you want to look up to the end of the track or to the horizon, yet focus your attention on the cones in your peripheral. That will allow you to move around them instead of charge right into them.
One thing that the instructor didn't mention in those two oversteer videos is overcorrection. I've been in several situations where the back slid out, I corrected, but then the rear suddenly grabbed, which whipped me back around the other way. The way to avoid that is to do things as smoothly as possible. You have to let off the gas smoothly (or put in the clutch), counter steer smoothly but quickly, then be prepared for when the car gains traction again so you can unwind the wheel smoothly as the traction returns. The instructor does that in the second oversteer video, but he doesn't explain why. He actually unwinds before the rear is totally back in line, and in doing so he prevents that whip. It's true that it won't happen as much in the wet, but it still can.
The other thing I've learned thru experience as well as in the classroom, is that you should never let any other component beat the suspension in an action. What I mean is, you need to let the suspension catch up with what the chassis/body is doing. For example, I'm in a turn, I'm going a little too fast, so I get on the brakes. Especially in the Supra, since it's nose-heavy already, the back end becomes weightless, taking the traction away. So the rear starts to slide out, and if I let it go too long, I spin. Again, he did that very thing in the video, but he explained it this time. He used that action as what not to do, and I agree that it should be avoided if possible, but when it's too late you have to know how to handle the car. As long as you are smooth with the brakes, and you aren't already at the traction limits of the tires (see below), you can recover it.
To expand on what I said about being at the limits, keep this concept in mind. Your tires only offer 100 units of traction in any direction. If you're using 95 units laterally for turning and you request 25 for braking or acceleration, you'll spin out. If you're at 65 units laterally and you request 25 for braking, you'll be fine. But with each centimeter you depress either pedal, you're using more units. That's where the smoothness comes into play. If you slam on the brakes, you use 40 units right away, you lock the tires up, causing a spinout. If you apply them smoothly, it allows the suspension to catch up with the weight shift, and it also allows your mind to catch up so you know exactly how close the car is to losing traction, and hence, you can act more appropriately than if things happen all at once.
He covered understeer pretty well. He mentioned that some people run under the assumption that if you accelerate it'll pull the car out of the skid, but I've never heard that, and it's plain ridiculous. Anyone who believes that shouldn't be behind the wheel.