Complexity in Military Intelligence

Abstract Intelligence studies missed social science’s “complexity turn” more than twenty years ago. The aim of this article is to examine military intelligence from a complexity science perspective and discuss related concepts such as sensemaking and reflexivity. For this, military and intelligence theory, doctrine, and practice are studied. Complexity insights from military sciences are used to review mental models and current thinking in military intelligence. Rather than viewing it as a clearly defined and autonomous field or function embodied by a closed intelligence cycle, military intelligence is best seen as a situated practice. This situatedness is illustrated in two cases regarding vertical and horizontal contextual influences. First, a discussion of North Atlantic Treaty Organization deployments in Afghanistan shows important vertical influences: the impact of (political) context and task. Second, a review of United Nations missions exemplifies the horizontal dimension: the need for informal collaboration, ad hoc organization, and a holistic approach. However, both cases show vertical and horizontal influences. Overall, this article stresses the applicability of sensemaking rather than the intelligence cycle and makes suggestions for further incorporating complexity research into intelligence.

influences.First, a discussion of North Atlantic Treaty Organization deployments in Afghanistan shows important vertical influences: the impact of (political) context and task.Second, a review of United Nations missions exemplifies the horizontal dimension: the need for informal collaboration, ad hoc organization, and a holistic approach.However, both cases show vertical and horizontal influences.Overall, this article stresses the applicability of sensemaking rather than the intelligence cycle and makes suggestions for further incorporating complexity research into intelligence.
The idea that the world is increasingly complex is not new.Globalization, advancements in communication technology and a changing international order constitute a world that is ever more interconnected and interdependent.The influence of people and ideas, and the effects of events travel fast and unpredictably.In this context, war is also increasingly seen as complex, or as a complex system. 1 For some, however, the (erroneous) implicit assumption is that earlier manifestations of war are somehow simpler.It has also led to the critique that complexity is just another buzzword in military jargon, lacking substance or deep understanding. 2 Mountcastle had called it "the myth of the new complexity." 3Yet a fundamental review of core complexity concepts reveals important insights.
In this article, complexity means more than just a synonym for very complicated.It refers to complexity science that studies systems "in which large networks of components with no central control and simple rules of operation give rise to complex collective behavior, sophisticated information processing, and adaptation via learning or evolution." 4This complex behavior takes place at an aggregate level, which means that at a higher system level radical new behavior appears from the interplay of underlying agents-this is called emergence.These agents are diverse and connected and interact and adapt. 5This makes the system exhibit nonlinear dynamics: the system output cannot be predicted based on knowledge of the input.Emergence and nonlinearity constitute a break from the Newtonian mechanistic idea that the world can be studied according to linear causality.It is also a break from the associated method of analytic thinking whereby difficult problems can be broken up into their constituent parts whose properties explain the behavior of the whole, also known as reductionism. 6Complexity thus constitutes a new paradigm to look at (intelligence) problems, even though the problems themselves have not changed necessarily.
The parallels between complexity science and intelligence are apparent.Moreover, intelligence can be viewed as part of a complex system, employing "sophisticated information processing" to learn about its environment and better deal with prediction issues.Drawing on a deeper understanding of complexity, the aim of this article is therefore to examine military intelligence-as a process-from a broader perspective.It draws on a literature review and two case studies-based on document analysis and illustrative interviews.As military intelligence is a marginal topic within academic Intelligence Studies, various contributions to this special issue make a useful effort to define and delineate what is military intelligence. 7Taking a step back, this article emphasizes how military intelligence is a situated process rather than viewing it as a clearly defined and autonomous field or functionas embodied by the closed intelligence cycle.It is situated in the operational environment and broader sociopolitical system-all elements of its complexity.
This complex viewpoint has implications for (doctrinally) conceptualizing military intelligence.This can best be seen as adaptive sensemaking: a form of continuous data exploration and iterative abductive reasoning to achieve meaningful understanding in support of operational and tactical military decisionmaking.Because of complexity, there exists no general knowledge from which to infer understanding to understand the particular.Therefore, knowledge is created in a repeated process of testing and refining conclusions (iteration) from information that locally and temporarily provides the best available probable knowledge (abduction).As the case studies show, this applies especially, although not exclusively, to intelligence in support of outof-area stability and peacekeeping operations.
For a fundamental rethinking of military intelligence that doctrinally still clings to traditional ideas on objectivity and hierarchy, complexity is a potentially rich source that also connects to the contemporary debate on reflexive and critical intelligence studies that relativize such traditional linear ideas in intelligence. 8To contribute to this, the article proceeds in five parts.First, this article compares present complexity perspectives in intelligence and the broader military sciences.Subsequently, it sketches the implications of increased complexity for military intelligence as a process.After that, two case studies each highlight dimensions of complexity that characterize military intelligence in practice.An analysis of Dutch troop contributions to the North Atlantic Treaty Organization (NATO)'s International Security Assistance Force (ISAF) in Afghanistan demonstrates the impact of (political) context and task on military intelligence sensemaking.Next, the development of United Nations (UN) military peacekeeping-intelligence is discussed, further illustrating the need for a holistic approach, organizational flexibility, and informal collaboration at the working level.To some extent, the first emphasizes a vertical dimension and the latter a horizontal, although in both cases the two dimensions are a factor.Contrary to its supposed closed nature and objectivity, these cases will illustrate how open military intelligence is to outside influence.The fifth and last part will discuss the current status of complexity thinking in military intelligence and present suggestions for further research.

COMPLEXITY, INTELLIGENCE, AND MILITARY SCIENCES
Intelligence Studies remains an isolated field that often leaves relevant knowledge from other domains and disciplines untouched. 9An exception is intelligence sensemaking.David T. Moore and others have long advocated that this is a useful way to conceptualize contemporary analytic processes. 10n general, sensemaking entails the social practice in which groups of people define and give meaning to their environment. 11They create and adapt their views-while also taking generic ideas and frames about a particular subject area into account-such as existing maps, identities, and particular versions of events or political ideas.Important sensemaking traits are a reluctance to simplify, deference to expertise rather than hierarchy, and enactment (reflecting on activities or military operations while performing them). 12ensemaking can be hampered by barriers such as unwieldy organizational means or infrastructure, cultural constraints, projection of worldviews, or "unsavory" political considerations. 13As an approach focused on synthesis, sensemaking accommodates the complexity and offers an alternative to traditional analysis or Newtonian reductionism.
The call by Moore et al. for a conceptual transformation to facilitate twenty-first-century intelligence is particularly relevant when considering military intelligence.Intelligence sensemaking promotes active self-reflection of the intelligence professional regarding mental frames and established thinking patterns.Reflexivity increases self-awareness of how contextual influences such as (inter)national political stakes, socialized assumptions, or self-image can shape methodological preferences, routines, or procedures-or how this can create a reciprocal or self-fulfilling dynamic of threat description and creation. 14An antidote for this lies in stimulating creative experimentation, and adopting perspectivism and analytic diversity.Reflexivity is about realizing that intelligence and the intelligence problem are part of the same complex system and influence each other.In a military context, this is not always logical, as traditionally it's the task of the intelligence section only to assess the environment, while influencing it is the task of other staff sections.In addition, secrecy limits the internal and external distribution of intelligence, also hampering more cooperative (military intelligence) sensemaking with outsiders.
Apart from some exceptions, in general, intelligence studies did miss the "complexity turn" in social science more than twenty years ago.This academic turn was the adoption of ideas and methods of complexity science in social research. 15Attention in intelligence studies for complexity has remained marginal. 16Compounding this for the military field is the small representation of military intelligence within Intelligence Studies.Consequently, complex approaches to military intelligence specifically are few and far between. 17This is problematic given "the complex environment in which defense organizations of today operate only make[s] the need for a strong body of knowledge more urgent." 18In contrast, in broader military sciences, complexity is often used to study war and warfare. 19omplexity is not only used as a purely theoretical perspective to study war and warfare.Osinga and Lawson both show complexity thinking is also part of several fundamental aspects of modern military doctrine and practice.Several strategists, among whom are John Warden and John Boyd, formulated stratagems based on complexity thinking.Among others, this led to Boyd's famous OODA loop (Observe, Orient, Decide, Act), which represents the decisionmaking process in war.Also influenced by complexity are concepts such as maneuver warfare, mission command, swarming, network-centric warfare (NCW) and command, control, communications, computers, intelligence, surveillance, and reconnaissance (C4ISR). 20Next to these more implicit applications of complexity thinking, other doctrinal publications, such as some current U.S. and Australian doctrines, use terminology and language derived from complexity science. 21 more recent example of the application of complexity is military design thinking. 22As opposed to traditional linear thinking, military design thinking "as an emerging practice evokes eclectic combinations of philosophy, social sciences, complexity theory, and often improvised, unscripted approaches in a tailored or 'one of a kind' practice." 23It rejects standard operating procedures and formats for mindful attention to detail in an iterative manner to adapt to changes in the problem (environment).Design thinking sees military operational art as making sense of complexity by assuming multiple perspectives (paradigms) on a problem, including reflexive examination of how the problem is framed and formulated. 24he adoption of complexity thinking into military theory and practice does not mean armed forces are turning into complex systems themselves.Kerbel argues that doctrine often uses complexity terminology far removed from its meaning in complexity science. 25Furthermore, the bureaucracy and rigid hierarchy in many military and intelligence cultures and organizations still prevail over a decentralized structure that enables fast adaptation.Another argument against the full adoption of complexity is the assumption in much present military thinking that, through technology, information superiority brings victory.With data overload as the only problem, intelligence is seen as reliable, clear, and on-call.Therefore, many military concepts, such as NCW and C4ISR, cannot be considered fully complex, as these do not question the idea of the objectivity of information or the feasibility of accurately measuring social reality-as is common in reflexive approaches within complexity science. 26he implications for military intelligence in missing the military complexity turn are profound.Regarding intelligence as reliable, transparent, and on-call means the boundary with target acquisition becomes blurred.Intelligence is less concerned with uncertainty and the time-consuming process of understanding the operational environment but instead focuses only on finding targets regardless of context. 27Vivid examples of this are operations Desert Storm and Iraqi Freedom, where intelligence's most important job was to detect and track targets and shorten the sensor-toshooter time.Notwithstanding these battlefield successes, another implication of missing the complexity turn for intelligence became clear in the postinvasion insurgency after Iraqi Freedom and in the war in Afghanistan.The overreliance on technical collection led to an apparent lack of human intelligence sources.Furthermore, war is a social phenomenon and the culture, language, and religion of the people of Iraq and Afghanistan cannot be understood through technical collection alone. 28The counterinsurgencies in both countries had to adopt a population-centric approach instead of only focusing on combating "insurgents."In an atmosphere of "war amongst the people" as Smith stated, and the US Counterinsurgency Field Manual echoed, intelligence did adapt some practices to attune to the complexity of counterinsurgency. 29One notable example was the adjustment of the intelligence preparation of the battlefield process."Battlefield" was replaced with "environment" to encompass the multitude of actors and factors in a population-centric campaign instead of an enemy-centric focus.Another example is the U.S. Human Terrain System (HTS), which was meant to address the social and cultural complexities of the environmental system.Anthropologists and other social scientists augmented deployed units to attune them more to their local environment.
While complexity in intelligence is not entirely new, it pales when compared to broader military sciences.Formulating broadly acknowledged stratagems based on complexity-let alone explicit and broad incorporation into doctrine-is still far away for intelligence.Through the doctrinal conceptions of NCW and C4ISR complexity is part of the Revolution in Military Affairs (RMA).Contrarily, a Revolution in Intelligence Affairs (RIA) as to mirror a RMA, including its complexity thinking, never was a popular topic. 30Adding to the problem is that the RIA "focuses mainly on the strategic level of intelligence and the restructuring of national intelligence services.By contrast, there seems to be only a limited academic debate [ … ] concerning the intelligence process at the operational and tactical levels." 31However, as discussed later, while dominant Western doctrine might formally not reflect a full complexity turn, (informal) military intelligence practices during deployments do show more of this.

IMPLICATIONS FOR THE MILITARY INTELLIGENCE PROCESS
To examine the implications of complexity on the intelligence process at the operational and tactical levels, this part reviews the intelligence cycle as the doctrinal process of military intelligence.The advantage of the cycle is that it enables a shared understanding of what constitutes an intelligence requirement, collected data, information, and intelligence products.It facilitates international cooperation, for example, within NATO.Despite this advantage, a growing body of literature points to flaws in the model. 32The main topic of critique is the cyclical and sequential appearance of the cycle.In reality, the order of the steps is not always followed and there are many internal feedback loops.Therefore, the cycle is better described as nonlinear operating "computer software than the prevailing metaphor of an electromechanical feedback system." 33However, the literature mostly sees flaws in the intelligence cycle as malfunctions of components or variables like unclear questions, availability of information/sensors, or absence of correcting feedback loops.This blocks the perspective that the cycle as a whole is becoming obsolete. 34The overarching problem is that the cycle as a standardization model "assumes the process works the same way for all objectives, regardless of complexity and cognitive demands." 35Several authors draw on complexity to look into different perceptions of intelligence problems and their methods.One well-known example is Treverton's typology of intelligence problem-types (puzzles, mysteries, complexities). 36ill and Phythian use complexity to argue intelligence is better depicted as a web than a cycle. 37A more recent example is Menkveld who examines how intelligence problems vary in complexity and the consequences this has on the certainty of assessments that can be provided. 38An aspect less emphasized by Menkveld is intelligence's situatedness and the need for self-awareness.
The cycle-as the archetypical model for military intelligence-begs the question of where, or if, there is a capability present in it to adapt to different problems reflexively.The intelligence cycle is a cybernetic feedback loop. 39his means it's seen as closed, with a focus on control through an established feedback process, and behavior that is "regular, or determinate, or reproducible." 40"The [intelligence] cycle is a metaphor of a cybernetic system, in which a control unit "senses" feedback and is programmed to make constant small adjustments of output.[ … ] In the metaphor of the conventional military cycle, the users are the control unit, constantly adapting their stated needs to optimize their intelligence inputs." 41ore specifically, in the traditional cycle the dissemination of intelligence to the initiating military commander starts the cybernetic feedback.It adjusts the initial intelligence requirements of military commanders, or controllers, leading to new requirements and starting the process over.This is where the only adjustment takes place; with a new direction by intelligence users.Only the direction input changes but any flexibility in the rest of the cycle is excluded.Whatever is the intelligence problem, from tactical combat to strategic complexities, there is minimal possibility to adapt to the issue at hand.This focus on a process of control and feedback is mirrored in the prevalence of the topic of producer-consumer relations in much of the intelligence literature.While the intelligence cycle has remained basically the same for over 70 years, cybernetic ideas on control and organization have evolved into complexity science that offers a broader range of thinking about systems.
To better understand the cybernetic and complexity themes, Boyd's OODA loop is informative.When discussing the RMA or NCW the OODA loop is often invoked. 42In a truly military interpretation, the RMA/NCW idea is to use modern technology to speed up the OODA loop.Going through the loop faster than the opponent is to be victorious.While this is partly true, especially for the tactical level, Boyd also argued that it is about processing the evolving conflict situation and adapting to it faster than the opponent. 43This misconception of speed over adaptation reduces the OODA loop to a cybernetic decision cycle that passes info.However, Boyd stated information not only passes the system but also shapes it. 44he OODA loop's focus of adaptation (next to speed) is in contrast with the observation that the cybernetic intelligence cycle instead is severely limited in its ability to adapt; it only passes intelligence but is not shaped by it.The cycle offers a simple solution to often complex problems.To improve the military intelligence process it would benefit the profession to take the complexity turn further and expose itself to ideas beyond cybernetic feedback in closed systems.This is not only a (purely) theoretical argument, as the following case studies demonstrate.

NATO AND (INTER)NATIONAL PERSPECTIVES ON AFGHANISTAN
The specific hierarchical and bureaucratic organization and culture in the military can limit the bandwidth for intelligence to indicate and assess. 45In case of multinational out of area deployments there is also an international political mandate that specifies a context and task.For example, an international military presence is required to establish a safe and secure environment and ensure freedom of movement.This implies there are certain adversarial elements, and the identification of such opposing groups is (at least partially) a political act.Contributing nations often also impose additional restrictions and caveats to military operations.Particularly for smaller participating countries (international) political factors and framing can have a great impact and become barriers for sensemaking.
In Afghanistan, Dutch military units contributed to various ISAF missions.One of these was Task Force Uruzgan (TFU), with a mission to "promote stability and security by increasing the support of the local population for the Afghan authorities and eroding the support for the Taliban and related groups." 46Instrumental to this was the adoption in public reporting by the Netherlands' Defense Intelligence and Security Service and letters from government to parliament in 2005 of the U.S. frame "Opposing Militant Forces" (OMF). 47It was as a way of generically categorizing any actors unaligned with the ISAF/TFU mission aims.It mirrored the United States "with us or against us" logic of the Global War on Terror, which had also equated the Taliban to al-Qaeda.
However, societal and political debate in the Netherlands also resulted in the need for politicians to explain publicly the TFU was to engage in reconstruction, not combat. 48In addition, it was determined that certain tribal leaders and de facto power brokers with whom U.S. special operations forces chose to work were off limits for the TFU.By this, Dutch parliamentarians sought to ensure that the actors with whom Dutch soldiers worked had "clean hands," maintaining a high ethical standard.In practice, the resulting power dynamic counterproductively caused local tribal relationships to be framed in terms of Taliban or OMF.It even drove several tribal leaders actually to seek the support of the Taliban. 49Over time, local experiences and tribal-informed intelligence analysis produced a more finegrained understanding for successive TFU rotations.Yet it also proved difficult for some TFU commanders, staff, and military intelligence units to shift from the initial enemy-centric to a population-centric focus. 50Another complicating factor for intelligence was the way ISAF was organized along provincial lines; for example, dividing sensemaking on developments along the Helmand river between TFU and Task Force Helmand. 51Just as the Dutch in Uruzgan, the British troops in neighboring Helmand province were also confronted with a complex reality on the ground that differed from the British political aims and strategic narrative. 52In particular, the eradication of poppy fields was dangerously insensitive to local dynamics and socioeconomic needs, alienating actors by "pressing buttons in the blind." 53or another Dutch ISAF contribution-the police-training mission in Kunduz province-a hard-won consensus on political support was reached among a majority in the Dutch parliament.However, as a condition, graduates needed to be tracked to make sure they would not engage in fighting activities or be deployed outside the province.The demand proved unrealistic in the Afghan context where police and military roles cannot be strictly separated and tracking people is very challenging. 54The official mission evaluation also concluded that the primary (Dutch political) need to contribute militarily to ISAF after ending the TFU mission overshadowed how the Kunduz mission would contribute in the long term to the police and justice system. 55More generally speaking, international political considerations for contributing troops, such as alliance diplomacy or reputation building by "having a flag on the map," can shift focus from conducting effective operations and collecting relevant military intelligence to minimizing casualties.Broader interests, like the future of an alliance, can also influence what can or cannot be said or recognized as relevant.
Hence, the (international) political context can have a significant impact on military intelligence (collection and analysis) processes, dissemination, and receptivity-especially given the hierarchical and bureaucratic culture in the military.In other words, barriers to sensemaking, such as the projection of worldviews, political demands or organizational inflexibility, can create a vertical misalignment between the political reality, military intelligence, and the operational experience and complexity on the ground.Highlighting this contextual nature is by no means an attempt to oversimplify.Over the years, sensemaking of, and ISAF cooperation with, Afghan institutions and local tribes and stakeholders increased.A broader 3D-approach (defense, diplomacy, and development) was advocated by NATO members such as the Dutch and adopted by the TFU and other ISAF contingents.
The development was aided by new thinking on organizational designs, and concepts for intelligence sensemaking and understanding.A 2010 report on "fixing" intelligence illustrates the rediscovery of more population-centric counterinsurgency (COIN) principles and wider focus for military operations. 56The proposed "blueprint" for intelligence included traveling teams of journalist-type analysts and information brokers working in districtlevel Stability Operations Information Centers (SOIC) to provide military units, local government, and nongovernmental partners with a comprehensive understanding.Some have criticized how such a horizontal reconceptualization goes beyond the traditional nature, duty, organization, and capabilities of military intelligence-or how it should not all be about adapting and "fixing intel." 57Moreover, the networked, collaborative, and more informal horizontal "adhocracy" called for requires a significant investment and transformation, while military intelligence organizations do not only support COIN operations.Yet, arguably, the complex environment of contemporary conflict (and warfare) equally calls for an integral approach and reflexive awareness of vertical influences on military intelligence.Thus, a revision of traditional bureaucratic Cold War conceptions of subordinate military intelligence machinery and (closed) processes is in order-especially in the case of NATO out of area and other international stability and peacekeeping operations.

THE UN AND FLEXIBLE COLLABORATIVE "INTELLIGENCE" PRACTICES
In contrast to military bureaucracy and hierarchy, in practice military intelligence sensemaking can require informal collaboration and ad hoc organization to facilitate creative experimentation, a deference to expertise and reluctance to simplify.Also, formal doctrinal ideas of what constitutes intelligence versus information can be diffuse.Compared to NATO out of area operations, UN missions formally have a broader scope.Often UN military units are merely one of the components for a head of mission to use.Military information (or intelligence) hence ties to multiple domains.An acronym often used in this regard is X-PMESII; promoting a multidomain approach involving political, military, economic, social, information and infrastructure perspectives.Yet the ISAF case has also demonstrated how NATO has shifted toward a more holistic approach.
Within the UN, the term "intelligence" has long been regarded as a controversial "dirty word." 58It is associated with the secret collection, without permission or consent of those involved and with illegitimate covert action.There are clear legal and ethical limitations for UN peace operations and there lies great emphasis on transparency, objectivity, neutrality, and inclusivity as core criteria of the organization.This is also reflected in a long tradition of observer missions, such as the United Nations Interim Force In Lebanon (UNIFIL), the United Nations Truce Supervision Organization (UNTSO), and the United Nations Disengagement Observer Force (UNDOF) in the Middle East.Reactive registration and reporting has been (and sometimes perhaps still is) the primary activity for UN soldiers.Nevertheless, since the 1990s, the vital importance of information (or intelligence) processes for supporting UN military forces and more expansive missions has been increasingly discussed. 59In UN evaluations of peacekeeping operations, it is explicitly stated how mission and military "information management" is merely a euphemism for "intelligence." 60Was the UN doing intelligence without saying so?In 2005, UN oversight reporting still concluded the military information (G2) branch "is usually reactive and heavily reliant on secondary information," lacking "the concept or security permission" even to collect open-source intelligence to support missions. 61Yet, as of 2006-early during the United Nations Stabilization Mission in Haiti (MINUSTAH) that targeted criminal gangs-the concept of a Joint Mission Analysis Cell (JMAC) developed into the most important factor for the success of the mission, with a crucial role for informal pioneering. 62he JMAC provided not only strategic briefings for the special representative to the UN secretary-general but also highly timely target packages on gang leaders and locations.Networks of informants and an array of (aerial) imagery provided essential input.The added value provided during the mission made the military force commander and police commissioner decide to dedicate more personnel to the JMAC.Reporting was also informally discussed with various embassies in Haiti and related national intelligence services.There were no formal arrangements for this.
Classification of the information and regulation of how to store it securely was rudimentary.Nevertheless, opportunities for informal horizontal collaborative practices, the specificity of the threat actors (criminal gangs) and operational successes against them had created a specific information (intelligence) process central to the mission.
Recognizing traditional negative perceptions of "intelligence" within the UN, yet also having an eye for increasing complexity, scholar and former chief JMAC for UNIFIL Renaud Theunens has proposed for the UN to adopt the broad concept of "understanding": "the perception and interpretation of a particular situation to provide context, insight and foresight required for effective decision making." 63As this definition mirrors NATO and British doctrine on intelligence sensemaking, one could again wonder to what extent avoiding the term intelligence is still mostly a matter of semantics.Since 2015, the momentum has grown within the UN to develop formally an intelligence framework to deal with and counter this.A driver for this was discussions in the Special Committee on Peace-Keeping Operations on the complex challenges, evolving threats and increasing numbers of UN troops and civilian casualties.
Indeed, over the last five years, the UN DPKO has developed a Peacekeeping Intelligence 64 Policy, Military Peacekeeping-Intelligence (MPKI) handbook, and train the trainer course. 65The content of the handbook and course reflects broadly accepted conceptual and operational frameworks that are similar to content taught in intelligence courses at NATO's school in Oberammergau: the intelligence cycle and functions, analytical tools, formats for reporting, information requirement management, and collection/acquisition management. 66It is recognized in the UN curriculum how MPKI's analysis of the operational environment is quite similar to both NATO's intelligence preparation of the battlefield and intelligence preparation of the operational environment. 67Both serve to inform the military decisionmaking process.Yet instructors are told not to bring this comparison up as it might confuse students and emphasize how "in UN peacekeeping operations non-military ('civil') factors-especially human factors and factors impacting human life and activities-are the focus." 68The commentary underemphasizes how NATO members have widened their scope from enemycentric approaches and recognize a broad human terrain and complex view of security.Theunens also draws this connection as he compares the concept of JMACs with the SOICs that were eventually established in Afghanistan. 69It illustrates the apparent political or bureaucratic need within the UN for clearly marking how policies and documentation on peacekeeping-intelligence differ from NATO.A telling example is also how "peacekeeping intelligence" was subtly changed to "peacekeeping-intelligence" to distinguish it as much as possible from (national) intelligence. 70n reality, experiences with NATO inspired intelligence procedures and practices adopted by a small group of troop-contributing countries in the MINUMSMA mission in Mali eventually informed working-group members drafting the MPKI documents. 71This started with the creation of the experimental ASIFU, a capability offered to the UN by countries such as the Netherlands.This can be viewed partly as a vertical influence on the development of military intelligence.Unprecedented for the UN were the intelligence, surveillance, and reconnaissance capabilities that ASIFU had at its disposal.Open-source information was an important resource, as were human, imagery, and signals intelligence.The ASIFU became the first standalone unit in a UN mission's military structure dedicated to collecting and analyzing information.
However, sensemaking, sharing, and cooperation were far from optimal due to a multitude of factors.There were mandate restrictions, a shortage of means, limitations to information infrastructure security, and cultural and organizational divides between Western and African troops in the United Nations Multidimensional Integrated Stabilization Mission in Mali (MINUSMA). 72For example, ASIFU was tasked to focus strictly on Mali, while the complex situation demanded a regional analytic approach.Highend intelligence collection means could not be used or their information disseminated.For instance, the Apache helicopter camera imagery also contained highly classified data.Western human intelligence and civilmilitary interaction teams needed to cover immense areas and experienced local language and cultural barriers.Servicemen initiatives to buy commercial cameras partially mitigated material problems, although secrecy and cultural differences still prevented closer cooperation between Western and African Union MINUSMA units.Eventually, ASIFU personnel did liaise with and sought to train other MINUSMA entities and civilian organizations in Mali.ASIFU analysts also started to liaise informally with French (non-MINUSMA) troops active in the region.
Because the ASIFU participating countries insisted on using NATO doctrine and standards, other mission components and (non-NATO) troop-contributing countries still perceived ASIFU as a foreign element to the mission. 73ASIFU's separateness was informed by Western pragmatism and the desire for visibility of the contribution. 74Its detachment and secrecy were deemed by some as an essential organizational flaw resulting in intelligence stovepipes, inefficiency, and competition over duplications in tasking. 75Moreover, the cultural divide between Western European "skiing nations" and African troops was even characterized by some in terms of race. 76The separation was eventually resolved as ASIFU personnel were colocated with the regular MINUSMA intelligence section U2, and JMAC in 2017, recruiting for ASIFU was downsized, and expertise, experience, and practices were shared.
In hindsight, following NATO Concept Development & Experimentation Policy, ASIFU has been viewed as an experiment aimed at advancing innovation of the broader mission intelligence system. 77The pragmatic argumentation of nation contribution visibility or resistance among UN officials of European nations trying to "NATO-nize" the UN toward counterterrorism seems to mitigate this view. 78Still, once created, horizontal informal collaboration and other practices emerged, influencing wider intelligence innovation in the UN.
In general, for the development of UN military peacekeeping-intelligence since 2006, organizational flexibility and informal collaboration at the working level have shown to be crucial factors.As to the broader or holistic focus and practical methodologies or doctrines of "military intelligence," the similarities between international NATO and UN missions are increasing.In practice, bureaucracy and the vast complexity-in terms of political mandate, diversity of contributors, organizational structure, and operational environment-are important factors (or potential barriers) influencing the nature, value, and impact of military (peacekeeping-)intelligence.Improving military intelligence sensemaking thus calls for flexible and continuous reflexive examination among working-level professionals.However, despite increasing horizontal cooperation with other (civilian) UN mission elements, conditions of secrecy limit military intelligence practitioners to exchange ideas with nonintelligence outsiders such as scientists or nongovernmental organizations that also inhabit the broader mission-related complex security ecosystem.

CONCLUSION
From a complexity science perspective, both cases illustrated the need for understanding and mindfully managing vertical and horizontal dimensions or influences on military intelligence.Apart from a systems openness, its boundaries are reconsidered as this depends on perspective, circumstances, or context.However, in military doctrine and decisionmaking-despite the influence of complex thinking-systems are still predominantly characterized as closed.This goes even more for military intelligence, which should observe the operational environment objectively without influencing it, rather than recognizing constant interaction.
The traditional intelligence cycle, still doctrinally the defining process of military intelligence, keeps intelligence firmly placed in the cybernetic age.Critiques or alternatives to the cycle employ almost no perspectives focused on issues of complexity and adaptation.This is compounded by the almost complete absence of intelligence in academic examinations of the complexity of war and warfare.To improve the military intelligence process, its capacity to learn and adapt can be examined more fully.The first step should be to end the relatively isolated discussion of military intelligence and connect with other fields that apply complexity science and thinking, beginning with military sciences.Especially design thinking is appropriate because it enables military intelligence to incorporate an explicit complexity foundation in thinking about new organizational forms, facilitating consideration of multiple perspectives on a problem.
Several ideas in intelligence studies form a good starting point for expanding complexity approaches in military intelligence.Treverton's typology of puzzles, mysteries, and complexities provides a possible inroad to more apparent concepts for designing an intelligence process attuned to complexities.A more extensive approach than the current literature on complexity and (military) intelligence would further emphasize reflexivity.Coming back to Treverton's typology, instead of separate categories, the puzzles, mysteries, and complexities should be seen more as a matryoshka doll: "puzzles are workable simplifications but never excuse analysts from reflexivism." 79Closely related are ideas on intelligence sensemaking (such as the reluctance to simplify, a deference to expertise rather than hierarchy, and enactment). 80s the case studies demonstrate, reflexive sensemaking can be facilitated by reducing the impact of potential political, cultural, or bureaucratic barriers.Worldviews or political demands can create a vertical misalignment between military intelligence and operational experiences.Simultaneously, creative experimentation and innovative organization should be enabled, valuing expertise and adopting diverse perspectives also to increase self-awareness.Horizontal collaboration initiatives and informal pioneering can prove fundamental for military intelligence to function.Avoiding and nuancing (political) categorizations-such as Opposing Militant Forces in Afghanistan-while actively networking across hierarchical and mission organizational divides, improves understanding and reduces unwanted counterproductive effects on the ground.A reevaluation of the nature and value of (open source) information and "intelligence" is in order, including the function (or limitations) of secrecy.The impact on the sensemaking of formal bureaucratic procedures and concerns, such as negative perceptions or organizational divides within the UN, should be minimized.Tellingly, the cases have illustrated the difference between formal ideas (theory, doctrine), and (eventual) organizational flexibility and informal practices (ad hoc, emergent) as an important driver for change.