Having a limp, miserable, dilapidated appearance; bedraggled.
Soiled and wet as by dragging in the mud.
Untidy in appearance.
Scurfy.
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".