Beyond Relative Superiority: Updating McRaven’s Principles of Special Operations for the Age of Drones, AI, and Persistent Surveillance
Abstract
William H. McRaven’s theory of relative superiority remains a foundational framework for understanding how special operations forces generate decisive advantage. This article reinterprets McRaven’s six principles—simplicity, security, repetition, surprise, speed, and purpose—for the contemporary operational environment and introduces adaptive superiority, defined as the organizational capacity to continually create and regenerate temporary advantages faster than an adversary can understand, counter, or replicate them. It argues that the future special operations advantage will depend less on possessing unique technologies than on building organizations capable of learning, adapting, integrating technology, and creating new operational solutions faster than their opponents.
Introduction
For three decades, William H. McRaven’s theory of special operations has provided one of the clearest explanations for how small, elite forces can defeat larger and better-defended opponents. In Spec Ops: Case Studies in Special Operations Warfare: Theory and Practice, McRaven identified six principles—simplicity, security, repetition, surprise, speed, and purpose—that enable special operations forces (SOF) to achieve what he called relative superiority: a temporary condition in which a smaller attacking force gains a decisive advantage over a larger or well-defended enemy. The theory remains remarkably durable. A contemporary special operations unit still needs simple plans, operational security, rigorous rehearsal, surprise, speed, and clarity of purpose. Technology has not repealed friction, uncertainty, or the fundamental problem of attacking from a position of numerical inferiority. But the operational environment in which SOF must generate relative superiority has changed dramatically.
Drones can maintain persistent surveillance over areas that once provided concealment. Commercial satellites expose activity previously observable only by sophisticated intelligence services. Electronic warfare threatens communications and navigation. Digital devices produce exploitable signatures. Artificial intelligence (AI) accelerates the processing of enormous quantities of sensor data. Autonomous systems extend surveillance and strike networks while reducing their cost. Perhaps most importantly, successful tactics and technologies can now be observed, copied, countered, and replaced with extraordinary speed. The implication is not that McRaven’s principles have become obsolete. It is that relative superiority itself has become increasingly temporary.
Contemporary SOF, therefore, face a challenge that goes beyond achieving superiority at the decisive moment. They must repeatedly create new advantages before adversaries can identify and neutralize the previous ones. Call this adaptive superiority. If relative superiority describes the temporary tactical condition that allows a smaller force to prevail, adaptive superiority describes the organizational capacity to continually create such conditions faster than an adversary can understand, counter, and replicate them. That distinction should become central to how SOF think about future operations.
McRaven’s Enduring Insight
McRaven began with an apparent paradox. Special operations forces routinely undertake missions in which conventional calculations of combat power would predict failure. Small units attack larger forces, penetrate defended areas, conduct raids deep inside hostile territory, and operate far from conventional support. They overcome these disadvantages not by matching the enemy’s mass but by temporarily making that mass irrelevant.
McRaven called the resulting condition relative superiority. His historical cases demonstrated that successful special operations created a decisive advantage at a critical moment and exploited it before the enemy could recover. A contemporary review of McRaven’s book emphasized that achieving relative superiority is not enough; the advantage must be sustained, because losing the initiative allows the larger force’s inherent advantages to reassert themselves. This remains fundamentally correct, but McRaven developed his theory primarily around discrete operations. The critical question was whether a small force could create sufficient advantage to accomplish a specific objective before the adversary recovered. Today, that competition may begin long before the assault force reaches the objective.
An adversary might detect unusual activity at a staging base through commercial imagery. Electronic intelligence might identify communications patterns. Cyber reconnaissance could expose logistical preparations. A drone might discover an infiltration route. Artificial intelligence might identify anomalous patterns across thousands of observations that a human analyst would never connect. The battle for relative superiority, therefore, increasingly begins before physical contact, and it does not end when the assault force leaves the objective.
Ukraine and the Shrinking Life Cycle of Advantage
Ukraine offers perhaps the clearest contemporary illustration. It would be misleading to treat every lesson from Ukraine as directly transferable to special operations. Much of the fighting involves conditions very different from traditional SOF missions. Yet the conflict demonstrates something that should deeply concern special operations forces: the shrinking life cycle of tactical advantage. First-person view (FPV) drones provide a particularly striking example.
Relatively inexpensive systems evolved from supporting capabilities into important reconnaissance and strike systems. Countermeasures followed. Electronic warfare expanded. Operators altered frequencies and tactics. Fiber-optic-controlled drones appeared in response to jamming. Forces changed movement, concealment, logistics, and defensive measures. A 2025 Military Review analysis documented this competitive adaptation in Russian forces, describing how FPV drones, counter-unmanned aircraft systems (UAS) electronic warfare, organizational changes, and battlefield tactics evolved as both sides attempted to counter the other’s innovations. The specific technologies matter less than the underlying dynamic: Innovation → advantage → enemy observation → countermeasure → adaptation → new advantage.
By 2026, United States (US) Army formations were explicitly incorporating these lessons into counter-drone training. A May 2026 event involving 1st Special Forces Command tested responses to FPV drones and emphasized rapid experimentation rather than waiting years for traditional acquisition processes to deliver solutions. The Army described a feedback loop in which operational requirements could move through testing and refinement within months while training and doctrine were updated from real-world lessons. This competitive cycle has profound implications for McRaven’s theory. Relative superiority still exists, but its half-life is shrinking.
The force that discovers an effective technique cannot assume that the technique will remain effective. An adversary observing the battlefield can identify it, copy it, develop countermeasures, or attack the systems on which it depends. The contemporary problem is therefore not merely achieving relative superiority. It is regenerating it.
Simplicity: Complexity Outside, Clarity Inside
McRaven’s first principle remains indispensable precisely because warfare is becoming more technologically complicated. Contemporary SOF can potentially integrate cyber effects, electronic warfare, space-based intelligence, surveillance, and reconnaissance (ISR), autonomous systems, precision fires, unmanned aircraft, artificial intelligence, partner forces, and conventional formations during a single operation. There is an obvious danger: technological sophistication can produce operational complexity. Future SOF should therefore reinterpret simplicity as operational clarity despite technological complexity.
Operators do not necessarily need simpler technology. They need technological architectures that make complex systems usable under combat conditions. Plans must also remain executable when technology fails. A unit dependent upon continuous connectivity, flawless Global Positioning System (GPS), persistent ISR, or uninterrupted access to cloud-based capabilities may possess extraordinary capabilities while simultaneously creating extraordinary vulnerabilities. McRaven’s principle consequently becomes more—not less—important. The more complicated the external technological environment becomes, the simpler the operator’s understanding of mission, authorities, contingencies, and priorities must become.
Security: From Secrecy to Signature Management
Security requires a more substantial reinterpretation. Traditional operational security emphasized protecting information concerning the force, mission, location, timing, and intentions. All remain necessary, but modern forces emit signatures almost continuously. Radios generate electromagnetic signatures. Digital devices create metadata. Vehicles generate recognizable movement patterns. Satellites observe bases and routes. Social media can expose personnel relationships. Commercial databases reveal information once obtainable only through intelligence operations. A unit may therefore be physically concealed but electronically visible. The future application of McRaven’s security principle must consequently expand from secrecy toward multidomain signature management.
SOF must understand what they look like not only physically but electronically, digitally, behaviorally, and informationally. That also creates opportunities. If signatures can reveal operations, they can also be manipulated. A force could deliberately create misleading electronic activity, false movement patterns, deceptive logistics indicators, decoy systems, or fabricated digital footprints. Security and deception, therefore, increasingly converge. The objective is no longer merely to remain unseen. It is to control what the enemy sees and what the enemy concludes from seeing it.
Repetition: Rehearse the Mission—and Its Failure
McRaven correctly emphasized repetition because special operations leave little margin for error. Detailed rehearsal builds mastery and identifies weaknesses before execution. That logic remains unchanged. What must change is what SOF rehearse. Traditional repetition tends to perfect execution of the intended plan. Contemporary repetition must also prepare the force for the destruction of that plan’s assumptions. Rehearsals should therefore ask questions like: What happens when GPS disappears? What happens when the primary communications architecture is jammed? What happens when drones discover the infiltration route? What happens when ISR is unavailable? What happens when an autonomous platform fails? What happens when the adversary deploys a capability the force has never encountered? The objective is not merely repetition. It is adaptive repetition. Operators rehearse sufficiently to master the plan but encounter enough variation that they learn to modify it. This transforms repetition from procedural mastery into organizational learning.
Surprise: From Invisibility to Ambiguity
Persistent surveillance creates perhaps the greatest challenge to McRaven’s principle of surprise. SOF historically relied heavily upon concealment. Night, terrain, stealth, and disciplined operational security allowed small forces to approach objectives without detection. Those advantages remain relevant, but concealment is becoming harder. The proliferation of drones illustrates the problem. Ukraine has demonstrated environments in which aerial observation can be pervasive enough to change how forces move, concentrate, resupply, and fight. The effect is not simply better reconnaissance. Persistent observation changes the fundamental relationship between movement and exposure, but transparency does not eliminate surprise. It changes its nature.
The critical distinction is between detection and comprehension. An adversary may observe activity without understanding its purpose. That gap creates an opportunity. SOF can generate surprise through deception, false signatures, unexpected timing, cyber effects, electronic warfare, autonomous decoys, unconventional infiltration, or novel combinations of otherwise familiar technologies. The objective increasingly becomes not to prevent the enemy from seeing us, but to prevent the enemy from understanding what it is seeing until it is too late. Surprise, therefore, evolves from invisibility toward ambiguity.
Speed: From Physical Velocity to Decision Advantage
McRaven emphasized speed because relative superiority deteriorates rapidly once the enemy understands the situation. That insight becomes even more important in a sensor-rich environment, but speed should no longer be understood principally as physical velocity. The decisive competition increasingly concerns the interval between detection and action. A force that can collect information, understand it, decide, and act faster than its opponent can repeatedly generate temporary advantages. This makes organizational architecture crucial.
Artificial intelligence can accelerate data processing. Sensors can provide unprecedented awareness. Autonomous systems can rapidly generate effects. But none of those technologies guarantees speed if decisions remain trapped inside centralized approval processes. A force capable of detecting a target in seconds but requiring hours to authorize action does not possess decision advantage. Future SOF, therefore, need resilient communications, decentralized authorities, mission command, and operators capable of acting without continuous direction. McRaven’s speed becomes decision advantage, which is the ability to create relevant effects before the adversary can understand the situation and respond effectively.
Purpose: The Foundation of Adaptation
Purpose may be McRaven’s most enduring principle. In fact, contemporary warfare strengthens it. Distributed operations, electronic warfare, degraded communications, and rapid battlefield changes make continuous centralized direction increasingly unrealistic. Operators, therefore, need more than instructions. They need intent.
A force that understands only what it has been ordered to accomplish becomes brittle when conditions change. A force that understands why an outcome matters can improvise alternative methods. Purpose, therefore, becomes the foundation of decentralized adaptation. The greater the uncertainty, the more important shared understanding becomes.
From Relative Superiority to Adaptive Superiority
Taken together, these changes suggest an extension of McRaven rather than his replacement. His six principles still generate relative superiority in short-term single kinetic actions, but contemporary forces need an additional organizational capability that allows them to regenerate relative superiority repeatedly. That capability is adaptive superiority.
While relative superiority is a temporary condition in which a smaller force achieves decisive advantage over a larger or well-defended opponent, adaptive superiority is the capacity of a force to continually identify, create, exploit, and regenerate temporary advantages faster than an adversary can understand, counter, or replicate them. The distinction between the two concepts is important. Relative superiority describes a condition. Adaptive superiority describes a capacity. The resulting cycle can be conceptualized as: Sense → understand → adapt → create advantage → exploit → disperse → learn → reconfigure → repeat.
Adaptive superiority cycle builds on, but differs from, established theories of decision advantage and military adaptation. Boyd’s OODA loop explains how forces can gain advantage by observing, orienting, deciding, and acting faster or more effectively than an opponent, while the military-adaptation literature associated with scholars such as Frans Osinga, Theo Farrell, and Williamson Murray explains how military organizations learn and change in response to operational problems. Adaptive superiority shifts the analytical focus from the process of adaptation to its competitive purpose: the repeated creation, exploitation, and regeneration of temporary asymmetries before an adversary can understand, counter, or replicate them. Its contribution is therefore not another model of organizational learning or decision-making, but a framework connecting those processes to McRaven’s concept of relative superiority: relative superiority describes the temporary advantage, adaptation and learning explain how organizations change, and adaptive superiority describes the organizational capacity to regenerate that advantage repeatedly under conditions of continuous adversarial adaptation. The objective is no longer permanent superiority. That may be unrealistic against adaptive opponents possessing similar technologies. Instead, SOF repeatedly manufactures temporary asymmetries.
From the Tactical to the Strategic
This also suggests that McRaven’s six principles should sit within a broader three-level hierarchy of special operations advantage. The three levels are not separate theories but nested forms of advantage. At the tactical level, McRaven’s six principles help a force create relative superiority at a particular place and time. At the operational level, adaptive capabilities enable the organization to apply, modify, and regenerate those principles across successive missions as adversaries observe and counter them. At the strategic level, enduring access, relationships, influence, resilience, and persistence create the conditions within which repeated operational adaptation can produce effects beyond individual engagements. The relationship therefore runs in both directions: strategic conditions enable operational adaptation, operational adaptation repeatedly regenerates tactical advantage, and tactical successes provide opportunities that can be accumulated into operational and strategic effects.
Tactical Level — Relative Superiority
Simplicity → Security → Repetition → Surprise → Speed → Purpose
These principles create decisive advantage at a particular place and time.
Operational Level — Adaptive Superiority
Adaptability → Rapid Experimentation → Distributed Command → Technological Integration → Continuous Learning
These capabilities are genuinely organizational. They allow SOF to change how they generate simplicity, security, repetition, surprise, speed, and purpose as conditions evolve. These five operational capabilities are not intended as an exhaustive or immutable taxonomy. Rather, they identify organizational capacities particularly important to regenerating relative superiority in a rapidly changing operational environment: adaptability allows forces to alter methods as conditions change; rapid experimentation converts operational problems into testable solutions; distributed command permits adaptation without waiting for continuous centralized direction; technological integration enables operators to combine emerging capabilities with existing tactics; and continuous learning allows successful and unsuccessful adaptations to be captured, disseminated, and revised. Together, they provide the organizational machinery through which McRaven’s tactical principles can be repeatedly reconfigured rather than applied as a fixed formula.
Strategic Level — Persistent Advantage
Access → Partnerships → Influence → Resilience → Persistence
These allow SOF to convert operational advantages into strategic effects. This third level matters because contemporary SOF missions extend far beyond raids. At the strategic level, repeated tactical and operational adaptation matters only if SOF can convert temporary advantages into effects that endure beyond individual missions. Access allows forces to understand and shape environments before crises occur; partnerships provide local knowledge, legitimacy, networks, and capabilities that cannot be rapidly generated after conflict begins; influence can shape perceptions and behavior without requiring continuous physical presence; resilience allows networks and relationships to survive disruption; and persistence enables SOF to accumulate knowledge and effects over time. These capabilities are particularly relevant to missions such as foreign internal defense, unconventional warfare, resistance preparation, strategic reconnaissance, and support to deterrence, where success cannot be measured by dominance during a single engagement. In such missions, the strategic advantage of SOF often derives precisely from maintaining relationships, knowledge, networks, and options that adversaries cannot quickly reproduce.
As with the operational capabilities, these five elements should be understood as illustrative rather than exhaustive. Their purpose is to identify the strategic conditions that allow adaptive superiority to matter beyond successive tactical engagements. Relative superiority enables a force to prevail at the decisive moment; adaptive superiority enables it to regenerate such advantages across operations; persistent advantage allows those repeated advantages to accumulate toward strategic objectives.
Bold Machina and the Adaptive Operator
North Atlantic Treaty Organization’s (NATO) Exercise Bold Machina 25 offers an instructive glimpse of what this approach could mean. During the exercise, Allied special operators did not simply train to employ a sophisticated new weapons system. They learned to build one.
Operators worked with industry to design, assemble, program, and deploy uncrewed surface vessels using 3D printing, affordable components, batteries, motors, and open-source software. NATO explicitly connected the experiment to lessons from Ukraine and to the possibility that relatively small forces could use inexpensive autonomous systems to gain advantages against larger opponents.
The exercise involved more than 150 personnel from 17 Allied and two partner special operations commands as well as industry and scientific organizations, deliberately bringing operators, engineers, and technology developers together to accelerate adoption of emerging capabilities. This represents something more consequential than learning how to operate drones. It suggests a different conception of the special operator. The future operator cannot simply be the exceptionally skilled user of equipment provided by an acquisition system. The operator increasingly becomes part of the innovation system itself. The SOF element identifies a problem, modifies technology, experiments with solutions, tests them operationally, learns from failure, and modifies the system again. That is adaptive superiority in practice.
Building Adaptive Superiority
If adaptive superiority is to become more than a conceptual framework, SOF organizations must deliberately build the capacity to regenerate advantage. Three changes deserve particular attention. First, USSOCOM and component commands should push experimentation and selected operational authorities downward, allowing deployed formations to modify tactics, integrate emerging technologies, and test solutions without waiting for lengthy institutional approval cycles. Commanders should establish clear boundaries within which operators can experiment rapidly while preserving appropriate legal, operational, and risk controls.
Second, SOF acquisition should increasingly treat operators as participants in capability development rather than simply end users. USSOCOM should expand mechanisms that connect operational units directly with engineers, industry, laboratories, and software developers through persistent experimentation cells and rapid acquisition pathways. Exercises such as Bold Machina point toward this model: operators identify operational problems, prototype solutions, test them under realistic conditions, discard what fails, and rapidly refine what works.
Third, training and exercises should measure adaptation rather than merely successful execution. Units should routinely confront degraded communications, denied navigation, compromised infiltration routes, unexpected enemy capabilities, rapidly changing electronic-warfare conditions, and adversaries deliberately adapting to friendly tactics during the exercise. Evaluation should ask not only whether the force accomplished the mission, but how quickly it recognized that an advantage had disappeared, developed an alternative, and created another one. The ultimate institutional measure of adaptive superiority is therefore not whether SOF possesses the best solution today, but how quickly it can produce the next solution when today’s advantage is neutralized.
McRaven Was Right—But the Problem Has Expanded
The emerging operational environment does not invalidate McRaven’s theory. It demonstrates how fundamental his insight remains. Small forces still require simplicity. They still require security. They must still rehearse. They still need surprise. They must still move faster than the opponent. And above all, they require a shared purpose. But the mechanisms through which these principles generate advantage are changing. Simplicity becomes operational clarity amid technological complexity. Security becomes multidomain signature management. Repetition becomes continuous experimentation. Surprise becomes ambiguity and deception. Speed becomes decision advantage. Purpose becomes the foundation for decentralized adaptation. These principles still generate relative superiority. The difference is that relative superiority can no longer be treated as the culmination of the process. It is one iteration within a continuous competitive cycle that changes the central question facing special operations.
McRaven essentially asked: How can a numerically inferior force achieve decisive superiority at the critical moment? Future SOF must answer another question: How can a force continually create new advantages faster than its adversary can identify, understand, and neutralize them? The answer is adaptive superiority.
In the emerging operational environment, special operations forces may rarely possess permanent technological superiority. Their tactics will be observed, their innovations copied, and their advantages countered. The defining characteristic of future SOF may therefore not be possession of capabilities adversaries lack, but the ability to learn, change, and create advantage faster than those adversaries can. McRaven gave special operations forces a theory for creating relative superiority; the institutional challenge now is to build organizations capable of creating it again and again. USSOCOM and allied SOF should consequently treat the speed of experimentation, learning, and adaptation as a source of combat power in its own right—and organize, train, exercise, and acquire capabilities accordingly.
