But I think the main reason they differ so much is this. Each Gospel writer took it upon himself to shape—not simply report—the story of Jesus the way he saw fit, to present Jesus not as an academic exercise in historical accuracy, but as a way of encouraging and strengthening the community for which he was writing.
