Episode 6: Human-Machine Integration-A Complex System of People, Things, and Environment

If you want to see something new, you have to build something newer


Without the emergence of new physics, mathematics, physiology, psychology, management, jurisprudence, liberal arts, geography, ethics..., it may be difficult to have real intelligence.

In the field of real human-machine environmental system interaction, human situational awareness/situation awareness SA (Situation Awareness) , machine physical SA , environmental geographic SA, etc. are often isomorphic in a unified time and space (the five perceptions of humans should also be Parallel), the switching of people's attention causes different themes and background feelings / experiences for people , similar to the Trinity in Christianity. In the process of interaction between the human behavioral environment and the physical environment and geographic environment of the machine, human situational awareness SA is regarded as an open system, which is a whole, and its behavioral characteristics are not determined by human elements alone. It depends on the internal characteristics of the human-machine environment system as a whole. Human situational awareness SA and its behavior are just a part of this overall process. In addition, many closed-loop systems in the human-machine environment are often parallel or nested, and the different feedback links of these closed-loop systems in certain situations are often cross-fused together, playing a role of excitement or inhibition, not only similar to religions. Emotional flexible feedback may be called soft-regulated feedback. People often delay the release of different emotions. There are also rigid feedbacks similar to legally enforced feedback, which may be called hard-regulated feedback, which is automatic control in the conventional sense. Most of the feedback falls into this category. How to quickly simplify the complex and transform the fictitious into the real is the main indicator to measure the stability, effectiveness and reliability of a human-machine system. It is a quick search comparison using mathematical methods or an optimized pruning calculation based on operations research. Issues worthy of in-depth study in the field of artificial intelligence.

In depth situational awareness, potential involves direction and speed, and direction is more important; state includes degree and size, and the degree is slightly ahead; knowing about the essence and connection, the essence is particularly prominent; feeling connects phenomena and attributes, and phenomena are greater than attributes; depth is people The fusion and interaction of the computer environment, the fusion of interaction.



The sixth episode of human-machine integration-a complex system of people, things, and the environment


  The current bottleneck restricting the development of robotics is artificial intelligence. The difficulty of artificial intelligence research is the interpretation and construction of cognition. The key issue of cognitive research is the interpretation of conscious phenomena such as representation, mixed feed, autonomy and emotion. No problem in life cognition is more challenging or more fascinating than figuring out the nature of consciousness. This field is the intersection of science, philosophy, humanities and arts, theology and other fields. Although the issue of consciousness is so important, it is very ridiculous: no matter the past or the present, when it comes to the issue of consciousness, everyone either keeps silent or stays away from it for fear. The reason is that the unpredictable and subjective characteristics of consciousness have seriously deviated from the logical empirical and sensory experience verification judgments of science and technology. Since it is far away from the science and technology system, it will naturally not receive corresponding recognition and support. Now, it's a matter of course, it should be so! However, a series of cutting-edge research in the scientific and technological circles recently is quietly changing this situation: the study of erratic consciousness does not conform to the scale of science and technology, so what about adding the word situation (or situation) before consciousness? People's consciousness in a large-scale space-time environment is uncertain, but "getting knowledge from things", there should be traces of consciousness in a small-scale space-time situation! Since ancient times, people will know the impact of "opportune" small-scale spatial and temporal context of situational awareness and consciousness, but clearly with the modern scientific means to study situational awareness / situational awareness of the implementation is derived from the 1988 Nian Mica Endsley proposed Situation Awareness conceptual framework. But this is only a conceptual model of qualitative analysis, and its mechanism analysis and quantitative calculation are far from perfect.


There is no mountain higher than people,

There is no way further than footsteps,




Saying Good-bye to Cambridge 



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Asking AI: From Cambridge to Beijing, from the past to the future


从数论到图论再到集合论,数学展现出了无比优美的舞姿,但只是反映了(基于公理性)部分的逻辑;从力学到电动力学、相对论再到量子力学,物理演奏出了绚丽多彩的乐章,但只是反映了(基于物质)部分的实验;从态到势,再从感到知,人机融合出了一幅广阔无边却又激情四射的画册,究其因,这不仅仅涉及科学技术,还有许许多多的非科学成分,就像智能一样……



























且听下回分解……


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