Human machine integration intelligence

Human machine fusion intelligence, in simple terms, refers to fully utilizing the strengths of both humans and machines to form a new form of intelligence.

Compared to artificial intelligence, we are more willing to talk about human-machine fusion intelligence. Perhaps artificial intelligence is more focused on applications and technologies, while talking about human-machine fusion intelligence can be more fundamental. Additionally, it should be noted that human-machine fusion intelligence is not just a scientific issue, but also involves other disciplines such as humanities, arts, philosophy, and even religious theology. Also, intelligence is not a unique ability of humans, but also involves other living organisms such as animals, plants, etc. So what exactly is intelligence? The first president of the American Psychological Association, William James, once said, "Wisdom is an art of neglect

One important reason why human-machine intelligence is difficult to integrate is the inconsistency between time, space, and cognition. The information and knowledge processed by humans can vary, and the things and facts represented by them are both themselves and other things and facts, which have always been relative. The data identification processed by machines lacks this relative variability. More importantly, the time and space in human intentions are not on the same scale as those in machine forms, with one leaning towards psychology and the other towards physics; In terms of cognition, human learning, reasoning, and judgment are flexible and adaptable, and the temporal and temporal methods also change. The learning, reasoning, and judgment mechanisms of machines are formulated or selected by specific designers for specific spatiotemporal tasks, and are often not completely consistent with the user intentions in the current spatiotemporal tasks, resulting in poor variability. The intentionality of humans is not related to space, but only to the extensibility of time, while the formal system of machines is often related to both time and space. Finding a formal means to generate intentionality is the key to achieving effective human-machine integration intelligence, and current mathematical and physical methods are not yet capable of undertaking this task.

The universal conclusion drawn from observation is thatImagination and creativity are the interface between sensibility and rationality. Perhaps the integration of human-machine intelligence can achieve a certain degree of adaptive fusion between subjectivity and objectivity, sensibility and rationality!