From Algorithmic Opacity to the Consumer's Right of Verification

Federal antitrust foundations, state law developments, and a structural reform proposal



Introduction



Central Thesis

Transparency is not an ethical ideal imposed on businesses by a well-meaning legislator. It is the structural condition without which no market can be qualified as effective, operational, or competitive. Without transparency, there is no competition — there is only a stage on which dominant operators perform without referees.

Competition has one legitimate object: to distinguish products and services by their intrinsic quality, their real price, and their utility to the consumer. Any mechanism — algorithmic, pricing, or informational — that substitutes another criterion corrupts the market. Transparency is the only structural device that forces each actor to compete solely on what it actually is, not on what it conceals.



For decades, antitrust doctrine has circled a fundamental void: how do you sanction what you cannot see? How do you prove algorithmic manipulation without access to the algorithm? How do you establish a biased ranking without access to the ranking criteria? Regulators sanction after the fact, at great procedural cost, practices that have persisted for years — when they can prove them at all.

This article proposes a structural response to that impasse: the right of competitive access. Not as a legal revolution from scratch, but as the formalization of rights already present in existing law — the Sherman Act Sections 1 and 2, the FTC Act Section 5, the Clayton Act, California's AB 325 (Cartwright Act, effective January 1, 2026), New York's Algorithmic Pricing Disclosure Act (May 2025), and the Supreme Court's longstanding precedent on per se price-fixing — that no one has yet articulated as a coherent system.

This article builds on The Swarm Theory and the article on Recidivism as a License to Repeat, published on Digital Synapse Exchange. It supplies the missing link: the swarm can only reconstitute itself if information circulates freely. And information will only circulate freely if transparency becomes a structural obligation — disclosed in terms of service, registered with the relevant intellectual property authority, and overseen by a dedicated institution.



I. Transparency as a Constitutive Condition of the Market



A. The Swarm and Uncaptured Coordination: Opacity as Structural Breakdown



The Swarm Theory holds that the market is not a state — it is a process of spontaneous coordination among free actors. Like a swarm of bees, coordination emerges without hierarchy, through the circulation of signals — price, quality, reputation — that each actor receives, interprets, and retransmits. Competition is, in Hayek's formulation, 'a procedure of discovery.'

But a procedure of discovery can only function if data is accessible. Today, real prices are opaque, ranking algorithms are opaque, conditions of treatment of third parties are opaque, real costs are opaque. The coordination of the swarm is captured — not by a visible hierarchy, but by an invisible technical architecture.

Founding Principle

Opacity is not merely disloyal — it is structurally incompatible with the existence of the market. This is not a moral nuance: it is a constitutive thesis. An opaque market is not a poorly regulated market. It is a market that does not exist.

The breakdown of the swarm is observable: it is measured by concentration, by the persistence of abnormal margins, by the systematic exclusion of new entrants. But to observe, one must see. And to see, one must access data. Transparency is therefore a condition of observation, of effectiveness, and ultimately of the market itself.



B. The Ranking Algorithm as a Unilateral Market Act — The Circle Closed Since 1998



In 1998, a master's thesis presented at the University of Montpellier examined unilateral price determination and its abuses in contracts. The central insight: when one actor alone sets the conditions of an exchange that is supposed to be synallagmatic, it breaks the commutativity that contract law presupposes. It is no longer a contract — it is a disguised capitulation.

Twenty-eight years later, the phenomenon has shifted: it is no longer the price that is unilaterally determined — it is the ranking. And the ranking has become a market power in its own right, more powerful than price itself. Because before the consumer even compares prices, the algorithm has already decided what they will see — and what they will not.

Case Law — U.S. v. Google, DOJ, April 2025 & CJUE confirmed September 2024

The opening ends here.

You have just read the part that poses the problem. That is deliberately where open access stops. The corpus is a personal research project carried on since 1998, and the question has always interested me more than the conclusion.

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