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Jetstreams are hundreds of kph. Meaning groundspeed can be hundreds of kph off of airspeed. Meaning GPS is a very poor backup airspeed indicator.

It's trivial to calculate true speed from altitude and ground speed. Is the altitude not reliable?

Air speed is relative to the air around the plane, not the ground.