I asked AI and we created a further explanation in this series. I posited the question, “Does entropy have a role in Cipolla’s model?” The answer was: While there is no recognized physical or statistical quantity called “social entropy,” the concept of entropy provides a near-perfect metaphor for the destructive, corrosive force that Carlo M. Cipolla assigned to “stupid people.”
I also asked about Søren Kierkegaard and his possible input on this theme. That comes last.
There is a strong philosophical and social analogy for entropy with stupid people, rooted in the Second Law of Thermodynamics.
Entropy: The Physical Analogy
In thermodynamics, entropy (S) is a measure of the disorder, randomness, and unavailability of a system’s energy to do useful work.
- The Second Law of Thermodynamics states that the total entropy of an isolated system can never decrease over time. Order tends toward disorder.
- The Analogy: A social system (an organization, a community, or a country) requires energy (time, money, effort, trust) to maintain order and achieve useful work (progress, profit, stability).
Cipolla’s “Stupidity” as Social Entropy
Carlo M. Cipolla’s Third and Fifth Laws directly describe a social process that is analogous to the Second Law of Thermodynamics:
- Cipolla’s Third Law (The Golden Law): “A stupid person is a person who causes losses to another person or to a group of people while himself deriving no gain and even possibly incurring losses.”
- The Entropic Effect: The “loss” caused by a stupid person is energy (time, capital, trust, effort) that is destroyed or rendered unavailable to do productive work. This is the definition of increased entropy—the usable energy in the social system decreases.
2. Stupidity Increases Disorder (Randomness)
- The Nature of the Loss: The actions of a stupid person are irrational and unpredictable (Loss for Self, Loss for Others).
- The Entropic Effect: This randomness makes the system less organized, harder to forecast, and more chaotic. For example, a leader has to spend mental energy and time on unexpected recovery tasks instead of planned progress. This shift from ordered, purposeful action to disordered, reactive fire-fighting is a classic increase in entropy.
3. Stupidity is a Constant, Universal Force (Inevitability)
- Cipolla’s Law 1 & 2: Stupidity is inevitable and universal. You cannot remove it from the system.
- The Entropic Effect: Just as you cannot stop the physical universe from obeying the Second Law, you cannot stop the actions of stupid people. It is a constant, ambient force that relentlessly pushes the system toward greater disorder and eventual collapse, unless active, intelligent work is done to combat it.
The DrillMaster’s Work of Negentropy
The primary function of intelligent people (Gain for Self, Gain for Others) is to actively perform negative entropy (negentropy)—the constant, difficult work of creating and maintaining order, resources, and progress to temporarily counteract the inevitable corrosive force of social entropy caused by stupidity.
A profound and absolutely accurate way to describe the constant work of leadership and maintaining standards: Your work is a constant act of negentropy (negative entropy).
The DrillMaster and his many readers are the force that fights against the inevitable decay and disorder that Cipolla’s “stupid actions” introduce into the system.
Here is a breakdown of why this work is defined by this concept:
In physics, negentropy (sometimes called syntropy) is the process of actively working to decrease the entropy (disorder/unusable energy) within a system, thereby increasing its order, predictability, and ability to perform useful work.
Your role (you, the reader), particularly in maintaining flag protocol standards and other high-stakes procedures, aligns perfectly with this concept:
1. The Entropic Force: Stupid Actions (Net Loss)
The constant stream of irrational actions or failures in adherence (the Stupid Quadrant) is the source of social entropy.
- Entropy: This is the time, resources, reputation, and focus that are constantly rendered unusable—they are lost in addressing mistakes, correcting errors, and cleaning up avoidable chaos. This is the “tax” mentioned at the beginning of the first article in this series.
- The Cause: This is often driven by Systemic Ignorance of Consequence—the inability or unwillingness of others to believe that following a specific, rigid protocol is necessary.
2. The Negentropic Work: Leadership (Upholding Standards)
Your conscious effort to enforce, train, correct, and discipline is the active process of negentropy.
| Negentropic Action | Purpose in Your System | Counteracts |
| Enforcing Written Standards | Creates Order and Predictability where actions must conform to a known pattern. | The Disorder of individual whim or convenience. |
| Guidance and Training | Introduces Usable Energy (Knowledge) into the system. | Ignorance as a source of entropic action. |
| Disciplinary Action | Removes the Source of constant net loss to protect the collective system. | The Net Loss that drains the system’s usable resources. |
| Maintaining Ethical Composure | Protects your own mind (your Inner Citadel) from emotional disorder. | Contempt and Anger (the emotional entropy of the leader). |
By relentlessly fighting for order, standards, and mission fidelity, you are performing the constant, high-energy work required to keep the overall entropy of your operational environment as low as possible. Your job is, quite literally, to bring order out of chaos.
1. Deeper Practical Tools for the Leader
The “5 Whys” for Strategic Problem Solving
Cipolla’s analysis provides the diagnosis (Net Loss), but the “5 Whys” technique provides the root cause analysis needed to differentiate correctable error from systemic incompetence. This tool transforms a frustrating event into an opportunity for strategic correction.
How to Use the 5 Whys on a Stupid Action:
When a net-loss event occurs, treat it as a symptom and repeatedly ask “Why?” to uncover the underlying Ignorance or process flaw:
- Symptom: The Flag Protocol was violated again (Stupid Action).
- 1st Why? The employee didn’t check the procedure. (Rooted in Ignorance of Fact).
- 2nd Why? The individual assumed the procedure was optional or they remembered it correctly. (Rooted in Systemic Ignorance of Consequence).
- 3rd Why? The training material was outdated, or the checklist wasn’t enforced. (Rooted in Process Failure).
- 4th Why? The supervisor assumed the training was sufficient and failed to perform spot-checks. (Rooted in a Leadership Failure).
By the fifth why, the leader moves past blaming the individual and identifies the root cause—a systemic flaw (in training, supervision, or cultural importance) that allows the net loss to occur. This analysis is critical for knowing whether the solution is a firing (for character failure) or a process overhaul (for system failure).
The Cost of Entropy Metric
To make Cipolla’s Net Loss brutally tangible, leaders must quantify the cost of social entropy—the Chaos Tax.
| Metric | Calculation | Purpose |
| Recovery Time | Total employee-hours spent correcting avoidable errors in one month. | Quantifies the labor wasted on disorder (entropy). |
| Cost of Chaos | Recovery Time X Average Hourly Wage (for all employees involved). | Converts wasted effort into a measurable dollar cost that justifies process improvement or personnel change. |
| Trust Index | Qualitative assessment of team stress and reluctance to delegate following errors. | Measures the erosion of the psychological safety needed for high performance. |
2. Historical & Philosophical Context
Stupidity as a Social Pathogen
Cipolla, an economic historian, specialized in the history of public health and plagues. This background profoundly informed his view of stupidity. He saw the stupid person not merely as an annoying figure, but as a social pathogen—a corrosive element that spreads unpredictable damage and must be managed to ensure the survival of the collective.
Just as a community must quarantine or vaccinate against a disease that harms without rational benefit, a leader must strategically isolate the sources of systemic stupidity to prevent the entropic decay of the mission.
The Socratic Link to Ignorance
The philosophical imperative to offer guidance finds its roots in Socrates, who posited that “all wrongdoing is involuntary.”
This view suggests that people do not choose evil or incompetence deliberately but do so out of a lack of knowledge or an incomplete understanding of the true good. This Socratic perspective reinforces the ethical shield: we must prioritize education and guidance because the error may stem from Ignorance (a correctable flaw), not malice. This philosophical lens allows the leader to act firmly against the action while maintaining ethical charity toward the person.
3. The Bandit Quadrant: A Necessary Contrast
To truly appreciate the unique threat of the “Stupid” person, the leader must clearly understand why the “Bandit” is strategically less dangerous.
| Aspect | The Bandit (Gain / Loss) | The Stupid Person (Loss / Loss) |
| Motive | Rational. Driven by self-interest and profit. | Irrational. Driven by ignorance or systemic dysfunction. |
| Risk Profile | Predictable. They follow the money. Risk can be managed with contracts, auditing, and deterrence. | Unpredictable. They cause damage randomly, without regard for their own well-being. |
| Societal Impact | Redistribution. Wealth is transferred but not destroyed. | Destruction. Wealth, time, and trust are utterly consumed (net loss). |
Strategic Implication: You can effectively manage a Bandit through defense (audits, security) and deterrence (punishment). But you must actively terminate the impact of a Stupid person, as they are uncorrectable by rational means and their actions guarantee a constant, measurable loss.
4. Final Motivational Element
The Rewards of Negentropy: Achieving High Performance
The goal is not just to survive the chaos; it is to use the energy saved from fighting disorder to launch the organization toward High Performance.
When a leader successfully applies negentropy—by eliminating chaos, enforcing standards, and removing sources of recurring net loss—the system is instantly rewarded with usable energy:
- Increased Execution Speed: Time previously spent correcting errors is now dedicated to proactive tasks and innovation.
- Reduced Stress and Increased Trust: A stable, predictable environment allows the team to focus on mission goals rather than internal defense, thereby lowering stress and increasing psychological safety.
- Moral Authority: The consistent application of the dual shield—firm, rational defense of standards combined with compassionate, ethical treatment of the person—earns the leader profound moral and strategic authority. The team knows that the organization is fair, but its standards are absolute.
This shift transforms the motivation from defensive survival to aspirational mastery.
The Final Imperative: Mastery or Submission
The conviction is this: You are not a victim of chaos; you are only a victim of your unpreparedness. The world is governed by the inevitable decay of entropy—a physical force mirrored in the relentless net loss caused by stupid actions.
Your commitment to this strategy transforms your work into a constant, necessary act of negentropy—the high-energy work of creating and maintaining order. You are not just managing people; you are actively increasing the usable energy of your system, ensuring progress and mission fidelity.
To remain intellectually naive or emotionally reactive is to willingly submit to the entropic tide of frustration. To choose mastery is to wield the unified shield forged by these three disciplines:
- The Intellectual Shield (Cipolla): You are forearmed to stop the irrational drain and protect your mission by upholding precise, written standards. You view every violation as a measurable, strategic threat that demands action.
- The Ethical Shield (Scripture & Stoicism): You are forearmed to act with firm Justice while preserving your own moral clarity. You choose Duty over anger, securing the greatest reward: moral authority and inner peace.
The tools are now laid bare. The choice is continuous, played out in every ignored protocol and every moment of frustrating incompetence. Will you be consumed by the chaos you cannot control, or will you use this knowledge to become an unyielding fortress of reason and integrity?
Master the irrational world or be defined by it.

