Sometimes, the speed indicator can fail and go to zero, stick in its current position (hardly noticeable), show higher indicated, or something in between. The airpseed indicator may even alternate high and low. If the airspeed reads too high, my first inclination is to pull the power back or to raise my nose to bleed off the speed. In the case of AF, they actually pulled the power off and raised the nose, inducing a stall on a perfectly flyable airplane. The AF jet’s speed sensing probes, on the outside of the airplane, were frozen. This causes erroneous indications. But those probes are electrically heated and should not ice up.
These erroneous indications may not be readily recognized if you are flying in a turbulent area, too, as the airspeed may shift around anyway. Convective activity can cause shears of wind with wild airspeed swings on the indicator.
In the USAF, they basically teach “Recognize, Confirm, Recover”: Recognize there is a problem (duh, but sometimes the “unusual attitude” can be insidious), Confirm using the other pilot’s instruments + the standby instruments (the gps computer works well but I think angle of attack is quicker and easier to read), and Recover the airplane to a normal pitch, power, and speed. Recognize and Recover are usually straight forward but that Confirm part often takes a little time. The Confirm may have to be done at night, in the weather, in turbulence, the airplane’s autopilot bells going off, while the airplane is rolling over on its belly, pitching down, zooming toward a stall, etc. This is tough when the airspeed indicator shows plenty of airspeed while the stall warning indicators are all going off. Cockpit warnings, thunderstorms, bad instruments, night, jet lag, not getting along with a crewmember, poor sleep on the layover, fight with the wife before the trip - utter mayhem!
My job is pretty easy, usually, but when the shit hits the fan you have to take in a ton of data, evaluate the veracity of that data, then choose a path fairly quickly. If that path is the wrong one, you have to know how to back out of that and start over. The guys that flunked out of USAF pilot training were the ones that would give up and shut down.
Oh, and my pay has never reached back up to year 2001 levels and we pilots are operating under 1993 pay rates at my airline! But the airplane doesn’t care how much I get paid, ie. I strive for the same skill level on every flight. There’s no other choice. Always fly as though what happened to the “other guy” could actually get you, too. Hope this helps.
(Btw, I was a USAF accident investigator for a few years at Ramstein Air Base and had the unfortunate duty of investigating Commerce Secretary Ron Brown’s crash on April 3, 1996)