The Play of Interpretation: Law, AI, and the Quest for Meaning

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Key Takeaways

  • Legal meaning is not a static set of rules but a continual process of interpretation that produces normativity through situated judgment.
  • Play, as described by Gadamer, reveals that interpretation exceeds the intentional control of participants and is best understood as an event that “plays” the subjects involved.
  • Law shares this structure: each judicial decision both interprets past precedent and reshapes the conditions for future readings, creating a recursive, temporally layered field of meaning.
  • Artificial intelligence does not merely assist legal interpretation; it becomes embedded in the interpretive field, reorganizing similarity, analogy, and precedent in ways that shape how arguments are formed before they are consciously articulated.
  • Responsibility and authority in law are therefore distributed across judges, archives, traditions, and algorithmic systems, requiring a more reflexive conception of legal authority that acknowledges the opacity of mediating infrastructures.
  • Contemporary jurisprudence must become a reflexive practice inside the law’s own game, recognizing that theory is performative and that any attempt to stand outside the interpretive field risks describing a legal world that no longer exists.

Play as Emergent Normativity
The author recalls a childhood courtyard game in which children negotiated who would play the husband, turning a seemingly trivial role‑assignment into a serious negotiation over rules, justifications, and corrections. “What appeared, from the distance of adulthood, as a trivial or even absurd game was in fact the construction of a miniature normative universe.” This episode illustrates how normativity can arise spontaneously through situated interpretation, without external imposition, mirroring the way law generates its own constraints through ongoing judicial practice.


Gadamer’s Hermeneutic Insight on Play
Turning to Hans‑Georg Gadamer, the text explains that play is not governed by a sovereign subject but is an event that exceeds the participants’ intentional control: “In play, the subject is not simply the origin of action; rather, the subject is drawn into a movement that has its own logic, its own rhythm, its own insistence. One does not simply play a game; one is played by the game.” This reverses the modern assumption of self‑transparent agency and shows that meaning emerges from the process itself, a point the author argues is directly applicable to legal interpretation.


Law as a Performative, Temporal Field
Legal order is often described as a static system of rules applied by authoritative subjects, but the author contends that this misses law’s performative and temporal dimension. Law exists as “a sequence of interpretive acts in which meaning is continuously stabilized and destabilized at the same time.” Each application of a rule simultaneously interprets its past and transforms its future, making precedent a living memory that gains significance only through repetition under new conditions.


Judicial Practice as Participation in an Ongoing Interpretive Event
Because meaning is never exhausted, judicial reasoning cannot be reduced to the mechanical application of norms. Instead, judges participate in an ongoing interpretive event where “what a precedent ‘is’ cannot be separated from what it becomes through its use.” The courtroom is thus not where law ends in decision, but where law continues in a different form—an active, recursive production of meaning.


Law as a Structured Field of Play
Acknowledging the hermeneutic insight, law appears less as a hierarchical command system and more as a structured field of play. This does not render law arbitrary; rather, law’s structure lies in its capacity to generate constraints that are internally produced through interpretation. A legal argument does not merely test a fixed rule but participates in the ongoing determination of what the rule is taken to mean, making interpretation constitutive of law itself.


Artificial Intelligence as an Internal Intensification
AI is often framed as an external tool for efficiency—retrieving precedents, predicting outcomes, or assisting decision‑making. Yet the author argues this view is too limited: AI systems “do not merely retrieve legal meaning; they actively reorganize the field in which legal meaning becomes legible.” By structuring similarity, suggesting analogies, clustering precedent, and generating patterns of relevance, AI shapes the conditions under which arguments are formed before they reach explicit articulation.


From Tool to Participant: The Principle of Artificial Interpretation
Once legal information is mediated through algorithmic systems, the distinction between tool and participant collapses. Interpretation was never purely human; it has always depended on mediating structures such as language, institutions, and archives. AI is a new configuration of such mediation, operating at different scale and speed. The “principle of artificial interpretation” names a condition where legal interpretation is no longer exclusively located within human subjectivity but distributed across a hybrid field of human and non‑human operations. Meaning becomes “the effect of a field” rather than the property of a subject.


Implications for Responsibility, Authority, and Legitimacy
If interpretation is distributed, responsibility cannot be assigned to a single locus without remainder. Judges remain institutionally responsible, but the conditions enabling a judgment are shaped by information‑processing infrastructures that influence what counts as relevant, comparable, or foreseeable. This does not dissolve responsibility but complicates it, demanding a reflexive understanding of legal authority that acknowledges the opacity of the interpretive field without surrendering to it.


Recursive Temporality and AI‑Accelerated Anticipation
Judicial activity is no longer the application of stable norms to fixed facts; it is participation in a dynamic process of meaning production where each decision is simultaneously backward‑looking and forward‑generating. AI intensifies this recursion by accelerating precedent circulation, generating probabilistic predictions, and producing dense similarity networks across large corpora. Consequently, law becomes systematically anticipatory: “the future is continuously anticipated within the present, and the present is saturated with algorithmically generated projections of possible outcomes.”


Critical Participation Rather Than Purist Resistance
Resisting AI as an external threat to legal purity misses the point; refusing engagement merely obscures how deeply legal interpretation is already structurally mediated. What is required is an attitude of critical participation—neither fetishizing computation nor denying its role in shaping legal meaning. This reflective stance allows legal actors to navigate the transformed field while remaining aware of the mediating forces at work.


Jurisprudence as a Reflexive, Performative Practice
The author concludes that jurisprudence can no longer stand outside law to describe or systematize it. It must be understood as a reflexive practice that is itself part of the interpretive game it seeks to analyze. Legal theory becomes a move within the game, introducing distinctions and frameworks that alter the field of possible interpretations. Theory is therefore performative: “to speak about law is already to intervene in law’s mode of self‑understanding.” In the age of artificial interpretation, a jurisprudence that ignores these transformations risks becoming anachronistic.


Law’s Persistent Playfulness in the Age of AI
Ultimately, law does not dissolve but transforms into a more explicitly processual and relational form. Its stability rests not on permanence but on repetition; its authority rests not on transcendence but on participation. Returning to the courtyard, the children’s play was not mere imitation but a rudimentary form of law’s own logic of emergent normativity. Contemporary law, like that childhood game, is itself a form of play in Gadamer’s sense—an event that exceeds the intentions of its participants while requiring their continuous involvement. AI does not interrupt this play; it enters it, altering the conditions under which rules are generated, interpreted, and transformed. There is no external vantage point from which to survey law, interpretation, or technology; only participation within a field constantly reconstituting itself through its own movements. The game does not end; it merely changes its players, its rules, and the way it is played.

https://www.jurist.org/commentary/?p=109663

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