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The paper raises the issue of the use of artificial intelligence, intelligent systems, artificial intelligence systems in the area of policy researches. Authors support the position, stating that in policy researches it is virtually impossible to ignore modern methods and techniques that use natural language, descriptive information, algorithmic approaches. The papers mentions the need to model the political situation, to resolve problematic tasks of various nature by the means of artificial intelligence systems, taking into account the number of factors: uncertainty of available information, lack of the proven solving algorithm, some unavoidable problems in the process of using and understanding of the natural language. Summarizing, the need for common, often heuristic, knowledge in resolving problems based on a means provided by artificial intelligence systems, is stated.