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Intelligence analysis

Intelligence analysis is the application of individual and collective cognitive methods to weigh data and test hypotheses within a secret socio-cultural context. The descriptions are drawn from what may only be available in the form of deliberately deceptive information; the analyst must correlate the similarities among deceptions and extract a common truth. Although its practice is found in its purest form inside national intelligence agencies, its methods are also applicable in fields such as business intelligence or competitive intelligence.The problem of incremental analysis—especially as it applies to the current intelligence process—was also at work in the period preceding hostilities. Analysts, according to their own accounts, were often proceeding on the basis of the day's take, hastily comparing it with material received the previous day. They then produced in 'assembly line fashion' items which may have reflected perceptive intuition but which accrue from a systematic consideration of an accumulated body of integrated evidence.Pursuit of expertise in analytic tradecraft is a central element of this plan. Our tradecraft enables analysts to provide 'value-added' to consumers of intelligence by ensuring:Ambassador Robert D. Blackwill ... seized the attention of the class of some 30 by asserting that as a policy official he never read ... analytic papers. Why? 'Because they were nonadhesive.' As Blackwill explained, they were written by people who did not know what he was trying to do and, so, could not help him get it done:DI analysts did not have the foggiest notion of what I did; and I did not have a clue as to what they could or should do.'Most consumers do not care how attractive a report looks or whether the format is correct. I have lost count of the number of times consumers have told me they do not care if an assessment has a CIA seal on it, if it is in the proper format, or even if it has draft stamped all over it; they just want the assessment in their hands as soon as possible, at least in time to help make a decision. Unfortunately, a number of mid-level managers get overly worried about form, and wise top-level intelligence officials make sure that does not happen. Intelligence analysis is the application of individual and collective cognitive methods to weigh data and test hypotheses within a secret socio-cultural context. The descriptions are drawn from what may only be available in the form of deliberately deceptive information; the analyst must correlate the similarities among deceptions and extract a common truth. Although its practice is found in its purest form inside national intelligence agencies, its methods are also applicable in fields such as business intelligence or competitive intelligence. Intelligence analysis is a way of reducing the ambiguity of highly ambiguous situations. Many analysts prefer the middle-of-the-road explanation, rejecting high or low probability explanations. Analysts may use their own standard of proportionality as to the risk acceptance of the opponent, rejecting that the opponent may take an extreme risk to achieve what the analyst regards as a minor gain. Above all, the analyst must avoid the special cognitive traps for intelligence analysis projecting what she or he wants the opponent to think, and using available information to justify that conclusion. To assume that one's enemies try to confuse is not being paranoid but realistic, especially in the areas of intelligence cycle security and its subdiscipline counterintelligence. During World War II the German word for counterintelligence art was Funkspiel, or radio game—not a game in the sense of playing fields, but something that draws from game theory and seeks to confuse one's opponents. Obviously, a set of problem-solving talents are essential for analysts. Since the other side may be hiding their intention, the analyst must be tolerant of ambiguity, of false leads, and of partial information far more fragmentary than faces the experimental scientist. According to Dick Heuer, in an experiment in which analyst behavior was studied, the process is one of incremental refinement: 'with test subjects in the experiment demonstrating that initial exposure to blurred stimuli interferes with accurate perception even after more and better information becomes available...the experiment suggests that an analyst who starts observing a potential problem situation at an early and unclear stage is at a disadvantage as compared with others, such as policymakers, whose first exposure may come at a later stage when more and better information is available.' The receipt of information in small increments over time also facilitates assimilation of this information into the analyst's existing views. No one item of information may be sufficient to prompt the analyst to change a previous view. The cumulative message inherent in many pieces of information may be significant but is attenuated when this information is not examined as a whole. The Intelligence Community's review of its performance before the 1973 Yom Kippur War noted . Writers on analysis have suggested reasons why analysts come to incorrect conclusions, by falling into cognitive traps for intelligence analysis. Without falling into the trap of avoiding decisions by wanting more information, analysts also need to recognize that they always can learn more about the opponent. The body of specific methods for intelligence analysis is generally referred to as analytic tradecraft. The academic disciplines examining the art and science of intelligence analysis are most routinely referred to as 'Intelligence Studies', and exemplified by institutions such as the Joint Military Intelligence College, University of Pittsburgh Graduate School of Public and International Affairs (Security and Intelligence Studies major), and Mercyhurst College Institute for Intelligence Studies. The goal of the Analytic Tradecraft Notes of the Central Intelligence Agency's Directorate of Intelligence (DI) include the

[ "Computer security", "Data mining", "Artificial intelligence", "Law", "Data science", "Analysis of competing hypotheses", "Analytic confidence" ]
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