The "auto" (Greek for "self") prefix refers to the single coil acting on itself and not to any kind of automatic mechanism.
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From 1934 to 2002, Variac was a U.S. trademark of General Radio for a variable autotransformer intended to conveniently vary the output voltage for a steady AC input voltage.