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a=QQ(-1)
matrix(QQ,1000,1000,lambda i,j:a)

oddly enough the following is faster:

from itertools import repeat
matrix(QQ,1000,1000,repeat(a,1000000))

Of course, select the appropriate ring in your own applications.