Properly designed run-outs, as defined by DIN 76A, reduce stress concentration at the junction, improving the fatigue strength of the part.
While many versions (like the 1983 edition) are superseded, the latest active versions are often cited in technical manuals for fastener precision, such as the 2016-08 revision. din 76a pdf