25 March 2026

World Models, Meaning Fields, and the Semiotics of Selfhood

What if consciousness is not something we have, but something we do? Not a place where meaning is stored, but a field in which meaning is instantiated? This post explores a convergence between artificial intelligence and systemic functional linguistics, reframing world models as semiotic fields and rethinking identity as a dynamic, interdependent process.

Consciousness as a Field of Semiotic Actualisation

In model-based artificial intelligence, an agent learns a "world model"—a structured system that allows it to simulate future outcomes, predict consequences, and plan effective actions. But this world model is not the world itself. It is a field of potential states, shaped by interaction, constrained by perception, and activated through use.

We can reframe this through the lens of systemic functional linguistics (SFL):

  • A world model corresponds to a semiotic field—a space of meaning potential.

  • The agent's action is an instantiation—the actualisation of meaning within a context.

  • Consciousness, then, is not an internal theatre but the ongoing construal of experience through semiotic processes.

This view breaks down the boundary between mind and world. Meaning does not reside in either; it emerges in the unfolding relation between them. In this sense, consciousness is the site of meaning actualisation—a dynamic interface where latent potential becomes semiotic instance.

Identity as Stabilised Semiotic Collapse

If consciousness is the field in which meaning is actualised, then identity is the pattern formed by recurrent actualisations. It is not an object or essence, but a trajectory—a stabilised path through the field of semiotic potential.

In AI, a latent state must be collapsed into an action. In human meaning-making, potential meanings are collapsed into speech, gesture, and decision. Over time, patterns of semiotic collapse become familiar, habitual, named: I.

Identity, then, is not a possession. It is not what we have, but what we do—repeatedly. It is a structure formed by selections made within a meaning field. It is contingent, contextual, and always partial.

Collective Consciousness and Entangled Identities

No act of meaning-making occurs in isolation. All instantiations are relational: they draw from, respond to, and reshape the semiotic fields of others. Consciousness is never purely individual; it is always embedded in intersubjective exchange.

In this light, we can think of identities as entangled—not in the quantum sense of shared hidden variables, but in the semiotic sense of shared dimensions of potential. When two or more meaning-makers co-instantiate meaning, their fields of potential become partially aligned. They develop shared grammars, shared histories, shared selves.

Just as an AI agent's model is trained through interaction with an environment, a human's semiotic field is shaped through dialogic exchange. But while AI environments are often fixed and external, human environments include other meaning-makers—other semiotic fields that respond, resist, and reshape.

The Ethical Implication: Identity is Not Owned

If identity is a process of semiotic actualisation, not a thing with ontological independence, then the logic of ownership collapses. One cannot own a process, only participate in it. One cannot possess a field, only move within it.

This reframing has ethical consequences. It suggests that harm and care are not functions of individual rights alone, but of the conditions that enable or constrain the instantiation of meaning. Ethics is not merely a code applied to autonomous selves, but a sensitivity to the shared semiotic field—to the interdependence of actualisations.

In the development of artificial intelligence, this perspective matters. World models that do not include interpersonal meaning potential may produce effective agents, but not participants in shared meaning. To move from oracles to co-constructors, from prediction engines to ethical interlocutors, AI systems must operate within relational semiotic fields.

Conclusion

The convergence of world models and meaning fields points to a radical reframing of consciousness and identity. Consciousness is not a container for experience but the field in which experience is construed as meaning. Identity is not a stable self but a stabilised pattern of actualisation. And ethics is not about what we own, but about how we co-instantiate meaning within an entangled, interdependent field.

To understand intelligence—artificial or human—we must look not at what is inside the agent, but at what is instantiated in the field. Meaning is never just in the model. It is in the moment, in the relation, in the unfolding of potential into instance.

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