Why does Stephen Hawking do one-liners? Because he can't do stand-up.
Stephen Hawking's Comedy
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Explanation
Experiment
This is a pun. It plays on the fact that Stephen Hawking used a wheelchair and therefore couldn't literally 'stand up' to do stand-up comedy.