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This article explores the frontiers of Artificial Intelligence (AI) that have yet to be fully realized. These include the development of human-level general AI, conscious AI, ethical and moral AI, and fully autonomous self-driving cars. While significant progress has been made in narrow AI systems, these frontiers remain a challenge for AI researchers.