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If the user didn't add more characters to the query all choices have to
be reconsidered as potential matches. In the opposite scenario, there's
no point in reconsidered all choices again since the ones that didn't
match the previous query will clearly not match the current one due to
the fact that previous query is a left-most substring of the current
one.
Testing would be much appreciated. On large inputs, pick should feel
snappier by now.