The Irresponsibility Machine: Cybernetic Systems Analysis

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The Irresponsibility Machine: Cybernetic Systems Analysis

📚 Based on

The unaccountability machine

👤 About the Author

Dan Davies

Frontline Analysts

Dan Davies is a former regulatory economist at the Bank of England and analyst for investment banks. He's known for his expertise in financial crime and regulations. He is the author of 'Lying for Money' and 'The Unaccountability Machine'. He is currently Head of Research for Frontline Analysts.

Introduction

Modern organizations, in their pursuit of maximum efficiency, paradoxically lose their capacity for adaptation and real accountability. Dan Davies diagnoses this phenomenon as institutional lobotomy—the atrophy of higher cognitive functions and the erosion of communication channels. Consequently, decisions become automatic, detached from human consequences, and responsibility dissolves in a thicket of procedures. The core problem lies in the suppression of variety and the lack of correction mechanisms, leading to structures that shield power centers from inconvenient feedback. Understanding this "unaccountability machine" requires a cybernetic perspective that exposes the technical causes of institutional blindness.

Decision Vacuums and the Cybernetics of Control

In large organizations, a decision vacuum emerges—a state where decisions are made constantly, yet have no identifiable author capable of changing them. This is a problem of a broken feedback loop. According to the cybernetic principle of POSIWID (The Purpose Of a System Is What It Does), the real purpose of a system is what it actually does, not what it declares in its mission statement. If an institution repeatedly generates errors, those errors are its technical function.

The foundation of effective control is Ashby’s Law of Requisite Variety: only variety can absorb variety. A regulator must possess at least as many responses as there are disturbances in the environment. Stafford Beer, in his Viable System Model (VSM), described an organization as a framework of five systems: from operations (S1) to identity (S5). When higher systems (strategic intelligence and policy) atrophy, the organization loses its ability to learn, becoming defenseless against the complexity of the world.

Outsourcing, Bureaucracy, and the Technology of Debt

Outsourcing and bureaucracy are variety-reduction technologies that lead to the "lobotomization" of organizations. Outsourcing replaces living information channels with dead binary contracts, drastically limiting the room for maneuver. Bureaucracy, meanwhile, standardizes individual cases, creating so-called responsibility sinks. These are places (such as call centers) where employees absorb emotions and complaints without having any authority to change decisions. The system does not resolve the conflict; it merely localizes it where it cannot threaten management.

Modern cognitive filters, such as the Friedman doctrine, reduce the complexity of organizational goals solely to profit. This mechanism is reinforced by debt technology, which acts like a jamming device: the only signal that cannot be ignored is timely repayment. Debt minimizes the creditor's cognitive costs but robs the debtor of the capacity to adapt and invest in competencies, turning management into the administration of coercion.

Polycrisis, Populism, and the Pathologies of Automation

Phenomena such as polycrisis and populism are symptoms of a profound failure in control systems. Populism is an algedonic signal—a primal impulse of pain that smashes the institution's window when normal correction channels have been walled up. Accountability, in this view, is not a moral virtue but a property of the system: a relationship of agency that allows for a real change in decisions. Its absence leads to catastrophes, exemplified by the Horizon scandal in the British Post Office, where blind faith in system errors destroyed many lives.

Automation without a feedback loop destroys the social fabric because AI systems treat humans as data errors. To avoid institutional insanity, real human oversight is necessary, understood as the competence to intervene and halt the automation. Without this, technology becomes a tool of organized thoughtlessness, where no one feels guilty for systemically produced suffering.

Summary: The Institutionalization of the Exception

Repairing the architecture of accountability requires the institutionalization of the exception. The exception should not be treated as a disturbance, but as invaluable information about the limits of the world model in which the organization operates. Accountability is only reborn when a "decision owner" appears in the system with the authority to suspend procedure in the name of overriding values. However, personalizing decisions is not a simple alternative—an individual lacks the bandwidth to replace a system. The solution lies in designing a feedback infrastructure that connects the lived world with the decision-making center.

In the pursuit of optimization, are we condemning ourselves to institutional blindness? Rebuilding accountability in the age of polycrisis is an engineering task on a systemic scale. It requires creating space for the exception, reminding us that behind every form and algorithm, there is ultimately a human being.

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📖 Glossary

POSIWID
Akronim (The Purpose of a System Is What It Does) oznaczający, że celem systemu jest to, co on faktycznie robi, a nie to, co deklaruje w swoich misjach czy strategiach.
Prawo koniecznej różnorodności
Zasada W. Rossa Ashby’ego głosząca, że regulator musi posiadać co najmniej tyle stanów odpowiedzi, ile stanów zakłóceń generuje otoczenie, aby skutecznie sterować.
Viable System Model (VSM)
Model diagnostyczny Stafforda Beera opisujący organizację jako układ pięciu współzależnych funkcji niezbędnych do przetrwania w zmiennym środowisku.
Decyzyjna próżnia
Stan w systemie, w którym decyzje zapadają w sposób zautomatyzowany, ale brakuje w nim autora zdolnego do wzięcia odpowiedzialności i dokonania korekty.
Zlewozmywak odpowiedzialności
Punkt styku w organizacji (np. infolinia), który ma za zadanie neutralizować emocje i skargi, nie posiadając żadnych uprawnień do zmiany błędnej decyzji systemu.
Pętla sprzężenia zwrotnego
Mechanizm powrotu informacji o skutkach działania do regulatora, umożliwiający mu naukę i korektę zachowania w celu osiągnięcia pożądanego stanu.

Frequently Asked Questions

What is the 'irresponsibility machine' in cybernetic terms?
It is a system in which procedures and structures (such as bureaucracy and outsourcing) prevent the authorship of decisions from being attributed to a specific person, which blocks the possibility of correcting errors and adapting.
What does 'de-braining institutions' mean according to Davies?
It is a process of decline of higher cognitive functions of the organization (Systems 4 and 5 in the VSM model), which leads to blindly following indicators and losing the ability to understand structural changes.
Why can outsourcing be harmful to an organization's cognitive abilities?
Outsourcing replaces content-rich informal channels with rigid binary contracts, which drastically reduces regulator diversity and prevents the generation of non-standard responses to problems.
What is the function of debt in control systems?
Debt acts as a powerful information filter that overrides other signals from the environment, forcing the organization to administer repayment obligations instead of investing in growth or relationships.
What did Stafford Beer mean by 'bare fact' in an organization?
This is a real, measurable effect of the system's operation (POSIWID), which is a much better starting point for analysis than the noble intentions or mission of the company declared by the management.

Related Questions

🧠 Thematic Groups

Tags: machine of irresponsibility cybernetics POSIWID the law of necessary diversity Viable System Model decision-making vacuum feedback bureaucracy outsourcing responsibility absorber Stafford Beer complex systems the sink of responsibility complexity reduction debt as an information mechanism