I think 'presume' is more suitable for this sentence. because although these two word all have the mean of accepting sth as true before there is proof, 'assume' has a meaning as pretend or display sth flasely,which is a little derogatory. and 'presume' has another meaning as venture to do sth;be so bold as to do sth.
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