Low computational power

Advanced AI algorithms require vast computational power for optimal performance. Modern deep learning and machine learning algorithms are increasingly requiring more cores, GPUs, and memory. Operating AI-driven applications in existing data centers or cloud environments will become progressively more difficult.

The demand for extremely high computational power by modern AI algorithms significantly hinders development of advanced artificial intelligence systems. For organizations to implement advanced artificial intelligence systems using conventional deep learning and machine learning algorithms, they must develop machines with computational power equivalent to supercomputers. Creating these machines is extremely expensive.