Weaker signal, more noise - the dilemma(s) of the highly selective college in the current age

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Duke only admits 29% of the HS valedictorians who apply.

Over half of Duke’s applicants are scored as having the highest possible rating in terms of the HS transcript.

Academics are necessary, but not sufficient, for admission at the max selective schools today.