Neuro-Symbolic Artificial Intelligence with Human Teaming
Every type of artificial intelligence has a set of specific capabilities and a set of specific limitations. Neuro-symbolic artificial intelligence with human teaming takes the best capabilities of each type of machine and combines that with the best capabilities of humans. The strengths of each is used to remedy the weaknesses of each and the sum of what results is better than any of the individual approaches used individually. The complete quadrant. The four agent workflow model. A multi-agent workflow . Within teams, agents cooperate to improve the overall performance of the group. Teaming is the only way to safely deploy certain systems in complex, high-stakes, high-risk environments where there is low or even zero tolerance for error. And this includes human intelligence, human agents, as part of the team. Human intelligence is an integrated component, not just a passive user. Besides, human intelligence and machine intelligence are different. My worki...