The computer is used by The Phone Company who plan to install communications devices in the everybody's heads. TPC's plans are foiled when Kropotkin distupts the computer system.
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Computers do not catch fire without reason!
Mostly just flashing lights in a darkened room, but there are some tantalising shots of an opened wiring frame.