The gospel message is foolishness to the world, but the power of God to those who are saved.  The gospel can certainly seem or appear foolish or weak, the central message is Jesus the Son of God crucified...how is that power or wisdom?  But Paul reminds the Corinthians that what many may see as foolish, God has chosen to make the gospel the power of God.