Intelligence Failure Problems in Data Analysis

Running head: INTELLIGENT ANALYSIS
INTELLIGENT ANALYSIS
(Intelligence failure problems in data analysis)
Name of the Student
Name of the University
Author Note:

INTELLIGENT ANALYSIS1
Table of Contents
Introduction..........................................................................................................................3
Background of Research......................................................................................................4
Research Question...............................................................................................................4
Literature Review................................................................................................................5
Intelligent System............................................................................................................5
Human Intelligence..........................................................................................................6
UAV.................................................................................................................................7
Failure of Intelligence......................................................................................................8
Brilliant analyzer in the firm............................................................................................8
Intelligent Community.....................................................................................................9
Security Policy...............................................................................................................10
Security Threats in US...................................................................................................11
UAV Technology...........................................................................................................12
CIA................................................................................................................................13
Case Study of Edward Snowden........................................................................................14
Case Study of Julian Assange............................................................................................15
Conclusion.........................................................................................................................16
Bibliography......................................................................................................................18

INTELLIGENT ANALYSIS2
Introduction
Intelligence failure can be defined as the inability of one or more parts of intelligent
process-collection. It is all about evaluation, production, analysis and accurate intelligence of any
problem or event. It merely focuses on points which are vital for the national interest. In other
words, Intelligence failure can be stated as the misconception of any provided phenomenon that
can cause the government to take up necessary steps. All the provided steps stand out to be
unsuitable and detrimental for its own business. Rezk, 2016 has stated intelligence failure by
highlighting the common aspect regarding failure, which is the element of surprise. It is merely
achieved by decision-makers and leaders. Policy Makers and other leaders of the nation
completely depend on intelligence agencies for providing early warning for averting it. Failure in
order to so come up with overarching consequences for state and its people. In the year 1941,
there was American Failure when the Japanese Pacific Fleet completely managed to cross the
Pacific. The attack at American Fleet located at Pearl Harbour was made without being detected
or even intercepted. This particular failure was due to lack of available intelligence. Edward
Snowden did leakage of some highly classified information by the ex-National security agency.
It was made possible by an unwise collection of sensitive data at a single place. There was a
collection of a huge amount of information which is just concentrated at a single place. Book
named as “Permanent Record” is all about unethical practices done by spy agencies. It merely
highlights the meteoric rise in CSA and NSA.
In the coming pages of the report, an idea has been provided regarding complete
background of intelligence failure problems in data analysis. The next part of the report deals
with a list of research questions for the provided topic. A proper literature review has been
provided on the given topic.

INTELLIGENT ANALYSIS3
Background of Research
The technical capability of countries like the United States has completely permeated
most of the intelligence community for contributing to the intelligent failures of CIA. It is known
globally that American depends more on technology instead on human resource (Sarfati, 2018).
The point can be proven by analyzing different kind of intelligence along with review of the
failure of CIA historical. This merely contributes to the human intelligence along with a
discussion on lack of it with respect to UAV.
Human intelligence is merely gathered by the help of espionage, which requires the
involvement of some offers to foreign countries. This is all about the attempt regarding the
collection of some valuable information. In some cases, intelligence officer may cover the place
at a diplomatic post in most of the foreign state (Richardson, 2016). Most of the intelligence
officer aims to cover so that they can contact with some of the foreign government employees.
This is all about the attempt of that individual to develop it as the source of information.
21st century is completely filled up with rapid changes in the intelligent problem which
challenges the intelligence agencies. HUMINT need proper time and resource for collecting
assets and even analyze some of the information (Rezk, 2016). It stand out to be various kind of
intelligence to be produced and implemented. The point should be noted that training alone stand
out to be a bit time-consuming.
Research Question
1. What are reasons behind the failure of intelligent system?
2. What Intelligent community needs to start thinking of?
3. What are the ways of tackling ever-growing number of functionaries in the community?

INTELLIGENT ANALYSIS4
Literature Review
Intelligent System
As stated by Ruby, Goggin & Keane, (2017) intelligent system stand out to be
dysfunctional where intelligent failure is completely assured. Although the form stand out to be
less than the fact but the variation stand out to completely endless. Failure to traditional variety
may fall into the friendly environment that does not provide sufficient warning. Most of the
people are completely sponsored by the terrorist attacks or even fail to detect a country having a
weapon for destruction. This can easily result in traditional form where numerous threats result
in tens of billions of dollars for any kind of expenditure (Baber et al., 2016). Data based errors
ultimately lead to political number of causalities in any operation like peace enforcement.
Intelligence community is not completely being able to providing new generation of weapons. In
the last, the individual might not suffer the pearl Harbour but have a series of mistakes. The
community merely focus on explaining the failure and will focus on most of the circumstances.
Some of the political parties will take up the responsibility for the upcoming failure of
intelligence. Community comes up end duplicative analysis that focus on division of labor. This
particular push by the community has completely reduced the analysis in the community (Arcos,
2016). So as a result, this stand out to be acceptance of the growing risk. During operation under
these premises, an individual can easily divide economic, political and military aspects. Right
after this, it can be parcel out of the responsibilities for most of the agencies. The point should be
noted that combination of bureaucratic wounds with the intelligent community. It merely stand
out to be important factor which is responsible for failure. Priorities of the middle-level
managers are completely misplaced which has a loyalty to one of the agency. Any kind of huge
bureaucracy comes up with problem with aspect of operation. The most serious stand out to be

INTELLIGENT ANALYSIS5
diminished ability for getting the facts straighten (Firmino, Melgaço & Kloza, 2018). It stands
out to be helpful in building block which is required for high-quality analysis.
Human Intelligence
As per Berlusconi et al. (2016) Human intelligence need huge amount of time and
resources for collecting and analysis of different information. This stand out to be one of most
difficult kind of intelligence for production and intelligence. Training stand out to be bit time-
consuming as the officer need to learn about the foreign language, skill for recruiting and other
aspect of HUMINT tradecraft. The mere focus is all about handling different kind of
communication equipment’s and weapons for training. Proper training to the officer stand out to
be bit costly and even take number of years for completion (Lashmar, 2017). HUMINT stand out
to be far less expensive in comparison to the technical collectors as requires the involvement of
cost for training. Signal intelligence stand out to be interception and complete coding in the
domain of foreign electronics communications. This is merely made up of electronic
communication and communication intelligence. Communication intelligence can be defined as
the monitoring of proper communication when they are conveyed. Electronic intelligence can be
stated as the intelligence detection of the signal which is given off-campus (Mathur, Stavrakas &
Singh, 2016). Both the valuable information require capabilities that require much more risky
human intelligence to obtain. The point should be noted that value of intelligence needs to be
treated for technology for fallout of enemies and political. Both terrorists and other kinds of
criminal group can easily result huge number of problem as they emanate through the country.
Geospatial intelligence is known to be imagery intelligence which is completely derived from
different images. Being the intelligence discipline this require proper co-ordination by different