What does Matthew 26:23 mean?

He answered, 'The one who dipped his hand in the bowl with me is the one who will betray me.' Matthew 26:23 - Modern Text Bible

(Jesus points out that the betrayer is someone very close, sharing the same food—a sign of intimacy and trust.)