Book Review: Women, Fire, and Dangerous Things : What Categories Reveal about the Mind by George Lakoff
I would have found this book well worth reading if I had read it when it was published, but by now I’ve picked up most of the ideas elsewhere.
He does a good job of describing the problems of the classical view of categories. His description of the alternative prototype theory is not as clear and convincing as what I’ve found in the neural net literature.
His attacks on objectivism and the “God’s eye view” of reality are pretty good. I found this claim interesting: (page 301) “to be objective requires one to be a relativist of an appropriate sort”.
The chapter on the mind-as-machine paradigm gives a superficial impression of saying more than it actually does. It discredits an approach to AI that was mostly recognized as a failure by the AI community when the book was published or shortly after that. He could confuse some people into thinking he discredits more than this by his strange use of the word algorithm. He says “Algorithms concern the manipulation of meaningless disembodied symbols”, and admits his arguments don’t discredit connectionism. Yet by the normal computer science usage of “algorithm”, it is quite sensible to say that connectionism uses algorithms to manipulate meaningful concepts.
One comment on “Women, Fire, and Dangerous Things”
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“The chapter on the mind-as-machine paradigm gives a superficial impression of saying more than it actually does.”
remind me to tell you about lakoff taking credit for abs breaks.