## 4 Validation and Consequences  
### Human vs. Machine Capabilities  
When following this basic approach, there would be no need for further (mostly cramped) discussion on what is human and what is artificial. In CI concepts, they simply coexist and cooperate. This will, however, require a kind of general \"societal contract\" or agenda on the weighting of societal values and human skills relative to AI. As AI will become increasingly smarter, this is not a one-time fixed agreement; rather, it needs to \begin{table}
\begin{tabular}{c c c c} \hline \hline
**Subject Domain** & **Contribution by Human Intelligence (HI)** & **Contribution by Complementary Intelligence** & **Guardrails and Precautions Needed for Risk Management and Optimum Use** \\ \hline Socializing and partnering & Organizing and performing human exchange. Discussion of personnel selection parameters; psychological advises & Finding better matching partners; support groups of common interest. Intelligent partner matching of not only the “equal” but also the “different” & Data protection and privacy rules; psychological support \\ \hline Job creation and assignment & Setting the basic personal preferences and assessing personal restrictions & Find the optimum job around the globe. Providateofs, e.g., between location, income, perspective, family situation. & Amelioration/harmonization of national, gender, racial, etc., restrictions and differences \\ \hline Communications & Sharing of private and public authority over networks, and network services & Undecryptable coding, Real-time language translation, intelligent use of social networks & Control of information contents, e.g., of fake news, illegal contents, of profiling and abuse of algorithms \\ \hline Global challenges & International agreements on objectives and control of efforts & Optimum strategies for climate control, exploitation of natural resources, bio diversity and sustainability; Suggestions for better governance of treating global challenges & Rules of fairness of distribution of benefits and of impacts \\ \hline Managing the future & Identification of subject priorities, e.g., climate, bio-sphere, population, migration and involved problems; setting of priorities & Intelligent analysis and interpretation of mass data. Improved forecasting confidence and reliability; support in choosing priority subjects & Legal frameworks; international treaties and control mechanisms \\ \hline \hline \end{tabular}
\end{table} 
Table 1: Cont. become a continuous process, including \"sandboxes\" for experimenting with all related societal groups, and clear criteria for the validation of benefits and risks. There may be necessary limitations, beyond which AI has no say. Then, the somehow still fictitious discussion of whether AI is, or will ever become, superior to HI, and even endanger human existence, should become irrelevant. Inherent to the concept should be regulations to avoid false or counterproductive competition between AI and humans. False and counterproductive here means with new risks or insufficient compensation for those people or organizations affected (see also Sections 7 and 8 on benefits and risks). In the longer term, and from a more philosophical perspective, as in our concept, issues which are not so relevant today, but may possibly in the future, should be discussed, such as whether machines may ultimately acquire properties of consciousness, free will, a \"spirit\", or whatever \"mental\" characteristics may be attributed to AI above or beside rationality. Attributing consciousness to AI systems, however, would require a clear definition and understanding of what consciousness really means, physically and logically [8]; this is not available at present, and it could take a long time to fully understand (see e.g., [9]). The consciousness of AI, then, would lead to extended elaborations on ethical impact of AI, and the evolution of superintelligence, transhumanism and digital \"Singularity\" [10], terms that form a different level of philosophy, which we will not further detail here.