TLDR:
Fallacy 1: Narrow intelligence is on a continuum with general intelligence
(solving an easy AI problem doesn't immediately lead to being able to solve a hard AI problem)
Fallacy 2: Easy things are easy and hard things are hard
(ie AI is hard)
Fallacy 3: The lure of wishful mnemonics
(ie people tend to give parts of a computer program anthropomorphic labels, eg "understand" that don't really)
Fallacy 4: Intelligence is all in the brain
(our thoughts are grounded, or inextricably associated with,
perception, action, and emotion, and that our brain and body work together to have cognition)
TLDR: Fallacy 1: Narrow intelligence is on a continuum with general intelligence (solving an easy AI problem doesn't immediately lead to being able to solve a hard AI problem)
Fallacy 2: Easy things are easy and hard things are hard (ie AI is hard)
Fallacy 3: The lure of wishful mnemonics (ie people tend to give parts of a computer program anthropomorphic labels, eg "understand" that don't really)
Fallacy 4: Intelligence is all in the brain (our thoughts are grounded, or inextricably associated with, perception, action, and emotion, and that our brain and body work together to have cognition)