Very poor or lowly.
Dressed in very old, torn clothes.
An artificial intelligence researcher who believes that intelligence is too complicated (or computationally intractable) to be solved with the sorts of homogeneous system favoured by the "neats".
Untidy in appearance.
Scurfy.