Constitutional Agency and the Predator's Hour: Institutional Correction Mechanisms in the Face of Power and Technological Acceleration

• • 🇵🇱 Polski

The article addresses the problem of 'temporal asymmetry' in contemporary governance, where actors termed 'predators' gain dominance through the ability to act at a pace significantly faster than the reaction of oversight institutions. The author posits that the solution to this crisis is neither the naive slowing down of systems nor the mindless acceleration of procedures, but rather the creation of a model of 'constitutional agency.' This is a concept of modern, polycentric institutions that combine high operational efficiency and technological competence with rigorous mechanisms of correctability, epistemic pluralism, and the reversibility of decisions. The text argues that in the era of AI and the dominance of digital platforms, true systemic resilience results not from an absence of errors, but from minimizing the time between the occurrence of a mistake and its effective correction. Thus, the author advocates for the 'constitutionalization of technical architecture,' where democratic guarantees and the right to object are embedded directly into the design of decision-making systems, allowing for the separation of the technical capacity to act from the normative authorization of power.

Constitutional Agency and the Predator's Hour: Institutional Correction Mechanisms in the Face of Power and Technological Acceleration

Introduction

Modern states are grappling with the problem of temporal asymmetry. This refers to the vast discrepancy between the pace at which modern power actors make decisions and the speed with which oversight institutions can react.

The reader will learn how to construct a model of constitutional agency that blends technological efficiency with democratic supervision. This article analyzes how to avoid the trap of arbitrariness in a world of AI and global acceleration.

Temporal Asymmetry as an Institutional Design Flaw

Traditional institutions are failing because they operate on cycles that are ill-suited for the era of instantaneous communication and cyber operations. This creates what is known as temporal power arbitrage, where an actor gains an advantage by having a shorter response time than the entity tasked with controlling them.

Examples include disinformation campaigns or changes to digital platform algorithms, which produce effects faster than the law can hold them accountable. This problem stems not from the character of individual leaders, but from design flaws within procedural frameworks.

The solution lies in reducing idle friction (unnecessary bureaucracy) while preserving productive friction, which serves as a safeguard against arbitrariness.

Reversible Agency as a Risk Control Mechanism

To act swiftly during a crisis without losing control, institutions must implement the concept of reversible agency. This means designing interventions such that errors can be easily corrected or undone.

It is crucial to introduce mechanisms such as syndet clausus (the automatic expiration of competencies) and human-in-the-loop verification paths for AI systems. This allows for decisive action while simultaneously limiting the risk of irreversible harm.

In this way, the state can respond rapidly to threats while mandating periodic evaluations and a return to standard procedural guarantee regimes.

Integrating Legitimacy with Epistemic Pluralism and Correctability

Reconciling speed with oversight requires epistemic pluralism. The state must be technically competent so as not to rely solely on the knowledge of regulated entities, yet it cannot allow expert authority to become the sole source of political legitimacy.

A separation of Epistemic Powers should be introduced, decoupling the creator of a system from its auditor. In the case of AI, contestability—the real possibility of challenging an algorithmic decision and securing its correction—is paramount.

Such a model prevents the arbitrary dominance of digital platforms. It embeds democratic principles directly into the technical architecture, making systems transparent and susceptible to external control.

Conclusion

The highest civilizational achievement is not the mere power to create new possibilities, but the courage to build structures capable of effectively limiting that power.

True systemic resilience does not lie in the absence of errors, but in minimizing the time between a mistake and its rectification. This is the foundation of constitutional agency.

In an accelerating world, the highest form of freedom is an order that prevents technical "capability" from being mistaken for moral "permissibility." No power can be granted permanent immunity from criticism and correction.

📚 Based on

The Hour of the Predator

👤 About the book's author

Giuliano da Empoli

Sciences Po Paris

Giuliano da Empoli (born August 27, 1973) is an Italian-Swiss writer, political scientist, and essayist. He is a lecturer at Sciences Po Paris and the founding chairman of Volta, a Milan-based think tank focusing on European public policy. Previously, Da Empoli served as Deputy Mayor for Culture in Florence (2009–2012) and as a senior political advisor to Italian Prime Minister Matteo Renzi (2014–2016). His research and writing explore modern political communications, power dynamics, propaganda, and the intersection of big data and populist politics. He gained international prominence with his essay Les ingénieurs du chaos (2019), which examines digital campaign strategists and political spin doctors, and his best-selling debut novel Le Mage du Kremlin (The Wizard of the Kremlin, 2022), which received the Grand Prix du roman de l'Académie française and was a finalist for the Prix Goncourt.

Mind map: Constitutional Agency and the 'Predator's Hour'

📖 Glossary

Asymetria temporalna
Różnica w tempie między szybkim wywoływaniem skutków przez nowoczesne technologie a powolnym procesem ich prawnego i społecznego rozliczania.
Contestability
Realna możliwość zakwestionowania decyzji systemu (np. AI) i doprowadzenia do jej ponownego zbadania oraz skutecznej korekty.
Policentryczność
System zarządzania, w którym wiele niezależnych ośrodków decyzyjnych pełni funkcje kontrolne, zapobiegając monopolowi jednej instytucji.
Double-loop learning
Zdolność organizacji do kwestionowania i zmiany samych celów oraz założeń modelu działania, a nie tylko poprawiania sposobu ich realizacji.
Arbitraż temporalny władzy
Sytuacja, w której aktor zdobywa przewagę nad kontrolerem dzięki działaniu w znacznie krótszym cyklu czasowym (np. szybki cyberatak vs powolna atrybucja).
Regulatory moat
Zjawisko, w którym wysokie wymogi regulacyjne stają się barierą wejścia dla mniejszych firm, paradoksalnie chroniąc największe korporacje.

Frequently Asked Questions

Why do traditional democratic institutions lose when facing modern actors of power?
Traditional democratic institutions lose due to temporal misalignment, i.e., the asymmetry between the speed of action of modern actors and the pace of their accountability. This advantage results from faster access to information and the ability for immediate implementation of decisions in a world of instantaneous communication and AI systems.
1. How to design institutions so that they can operate quickly in crisis situations without sacrificing democratic control and the ability to correct errors?
2. Institutions should be designed based on the principle of reversible agency, so that actions taken under conditions of uncertainty can be corrected or limited. In the case of emergency measures, it is crucial to combine rapid response with independent proportionality control and mechanisms for the automatic verification of the continued necessity of their application.
3. How to reconcile the need for speed and technical competence of the state with the necessity of maintaining control over the arbitrariness of power?
4. One should strive for the integration of technical competencies with pluralism and the application of the principle of separation of epistemic powers, so that the entity possessing the data is not its sole interpreter. It is necessary to ensure mechanisms of contestability—the real possibility of re-examining and correcting decisions—while simultaneously maintaining the protective functions of procedures.
5. In what way can the arbitrary dominance of digital platforms and AI systems be countered to restore the real agency of users?
6. Countering platform dominance requires introducing regulations regarding interoperability, data portability, and open standards, which lower the cost of leaving a system. It is necessary to implement polycentric oversight involving various actors and a collective capacity for contestability, allowing for the auditing of AI systems and the correction of errors at the source.
7. Why are technical efficiency and optimization speed alone insufficient for building resilient institutions?
8. High technical efficiency does not compensate for errors at the level of assumptions, as systems can effectively optimize incorrectly formulated goals. The choice of values and the weights between them is a normative and political problem, not a computational one; therefore, resilient institutions require pluralism and mechanisms of dissent to correct flawed models.
9. How to design systems of control and accountability in the face of AI speed and the complexity of modern structures?
10. Control systems should mirror the structure of real agency, where responsibility is borne by the entity best able to mitigate a given harm. Human oversight of AI becomes real only when the operator possesses the competence and practical ability to reject an output without disproportionate organizational costs.
How to build a system that operates quickly and efficiently without becoming arbitrary in the process?
The principle of responsible acceleration should be applied, which involves speeding up correction mechanisms and introducing adaptive controls (e.g., statistical monitoring and anomaly detection) that operate in parallel with decision-making processes. The system should combine modern administration with independent information sources, transparency of accountability rules, and safeguards designed according to the technological rhythm of operation.
Where is the line between technological efficiency and the legitimacy of decisions, and how can a system handle inevitable errors?
The boundary lies between the computational and predictive capacity of the system and the normative decision, which requires legitimacy and treating the human as a subject. Systems should deal with errors not by striving for infallibility, but by creating institutional pathways for their rapid detection and permanent correction.
How to translate constitutional and democratic principles into the functioning of modern administration and technological systems in practice?
This requires the constitutionalization of technical architecture, meaning embedding procedural guarantees directly into the digital infrastructure (e.g., through human review paths or data interoperability). One should strive for an adaptive state model that combines a dynamic division between centralization and polycentricity and designs systems to increase real human capabilities without stripping them of influence over the conditions of their own operation.
How to build institutions that act fast enough to counter predators, but do not lose mechanisms of control and accountability in the process?
The answer is to build institutions based on so-called constitutional speed, which combines the capacity for efficient action with mechanisms of control, reversibility, and accountability. This requires designing systems resilient to power asymmetries and implementing tools such as digital proceedings, continuous auditing, or mechanisms for periodically questioning their own rules.
What should modern institutions look like in order to effectively control power in a world of AI and global acceleration?
Modern institutions should combine a center capable of mobilizing resources with peripheries providing information, blending human oversight and goal-setting with automation. They must ensure that no concentrated power is immune from scrutiny and possess the ability to rapidly detect errors, repair them, and correct operational rules.

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