According to my analysis: IBM's Watson is 85% sure that the first 100 google images search results for "cat" are, in fact, cats.
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Next steps:
Extend this to the first 1,000 cats.
Find out if Watson gets less certain as we go down the list of cat photo results.
Improve my code to make it more automatic and less finicky.