Xeon Phi is a high-performance computing architecture developed by Intel that is optimized for parallel processing and deep learning applications. It consists of many cores and has its own memory, making it a form of many-core processor. Xeon Phi requires specialized programming skills and tools to take full advantage of its capabilities.