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Availability, partition tolerance, and self-organizing maps

To construct a map, there must be an expectation of the environment. The CAP theorem lays out an abstract view of how agents can interact in an environment. The common utilization of a semantic interpretation of a response is what enables a map to be built. As an example, if the expectation of a response is that the responding entity must respond if it is non-failing, then a map can be built whereby the atomic expansion of the map happens all at once or not at all. Similarly, if the expectation of a response is that the responding entity may never reply at all, then a map can be built whereby the shrinking of the map happens partially all the time. In a sense, the semantic interpretation that is used to construct the map depends on the probability of error. If the probability of error is very low, then it is a reasonable expectation that every entity must respond if it is non-failing. If the probability of error is very high, then it is not a reasonable expectation that every entity mu