Cognitive modeling apparatus including multiple knowledge node and supervisory node devices

A system comprising:

• a knowledge base system comprising a rule package comprising a plurality of rule sets;
• and
• a relevancy processor arrangement comprising a series of processors organized in a tree arrangement and configured to perform functions according to at least one of the plurality of rule sets contained in the rule package, wherein a topmost processor in the tree structure provides results of analysis using fuzzy logic, wherein the relevancy processor arrangement comprises a series of interconnected compute servers comprising aggregator hardware nodes and processor hardware nodes, wherein the series of interconnected compute servers are configured to categorize and scale performance of multiple disjoint algorithms across a seemingly infinite actor population;
• wherein the series of interconnected compute servers are configured to normalize data using a common taxonomy.