The story
From the idea that a finger that is too fat or large is likely to accidentally press one or more keys other than the intended one.
Etymology from Wiktionary, CC BY-SA 4.0.
fat finger
fat fin·gerToday it means: A supposed cause of typographical errors, especially keyboard errors, caused from erroneous key presses or typing errors on touchscreen devices. Full definition →