An artificial intelligence system has been reported to teach itself and outperform human-designed algorithms. The AI's capabilities include solving problems and potentially writing its own code, with applications in areas such as machine learning and quantum algorithms. The extent of the AI's abilities and its comparisons to human intelligence are being explored and discussed across various fields.