Conceiving Latent Reality as the ontological terrain where manifest histories and speculative futures coexist in ‘superposition’, this artistic research proposes a ‘coordinate system of meaning’ to navigate between the ‘fixed archives of the past’ encapsulated in the training data of Generative AI, and the trajectories of meaning inferred from them. The conceptual framework resonates with Hillary Lawson’s idea of ‘Closure’- where reality is understood not as a system of fixed objects but as vast, open potentiality made intelligible only through the imposition of boundaries. Unlike Object-Oriented Ontology where foundational objects are withdrawn from full observation, Closure argues that reality is actively constructed by "closing" open possibilities into coherent patterns. This mechanism directly mirrors the Bayesian architecture of Large Language Models, which recursively update priors to collapse infinite semantic potential into intelligible outputs. This navigational act of selecting one coherent reality from a sea of latent potential, grounds infinite possibilities within real-world limits, aligns with the framing of memory as recursively learned generative patterns in neuroscience, and is complemented by Bensusan’s Spectral Realism, which situates memory as the central fabric of reality.
Inspired by John Wood’s Metadesign frameworks – the Creative Quartet and Tetrahedron, we conceive this memory-induced fabric as a navigable space shaped by a four-dimensional constraint we refer to as the Cognitive Dimensional Correspondence Principle (CDCP). This infers a working cognitive limit of three spatial and one temporal dimension as being evolutionarily wired into human perception and memory, necessitating an approach that manages multi-dimensional realities by collapsing them into the four comprehensible to us, akin to dimensional reduction in machine learning. Latent Reality thus provides a ‘cosmic’ coordinate system structurally aligned with the CDCP. In practice, we engage this through the Synesyn Framework, a suite of ‘Strange Tools’ (à la Alva Noë) we developed to position art as epistemological instrument. Composed of four modules – Metapunkt (orchestration), Syntree (semantic reasoning), Synpunkt (image generation and visual processing), and Synaxes (pattern mapping and synthesis) - it creates a "Creative Quartet" of human-machine collaboration, transforming the researcher from passive user to active agent enacting Vilém Flusser’s call to ‘play with the apparatus’; orchestrating a synthesis of human abductive reasoning with AI’s Bayesian probability into an ‘Inference Architecture’ that deploys four ‘Cosmic Instruments’ as active methods: Dimensional Shifting (role play), Reality Bending (hypothetical framings), Gravitational Drift (iterative refinement), and Quantum Reasoning (abductive hypotheses). These enable the traversing of the latent space to shift the ‘Window of Overton’- the aperture of permissible ideas – revealing hidden constellations of meaning.
The core trajectory is Forward Remembrance: a bi-directional act simultaneously "remembering forward" into speculative futures while "reflecting backward" to archetypal patterns encoded in data. By mapping Latent Reality, we reveal the AI not as oracle but as mirror, refracting collective myths and thus confronting us with the shifting architecture of human memory as the fundamental substrate to human consciousness. Navigating Latent Reality: A Reflection on my Research Trajectory. Finding traditional critical frameworks that impose a dichotomy between modernist universalism and postmodernist relativism inadequate for navigating complexity, I arrived through a metamodern framing of my Forward Remembrance project at the notion of protopia as coined by Kevin Kelly – also referred to as Micro-Utopia by John Wood. This paradigm favours the discovery of incremental and emergent, immanent transformations rooted in existing possibilities rather than grand prescriptive visions of the future. In my own languaging process, I refer to the substance of this paradigm as Latent Utopias, qualifying the impossible notion of ‘stasis in perfection’ that ‘Utopia’ suggests, with the evolving immanent potentiality suggested by the word ‘latent’. When utopia is seen as latent, it stops being an idyllic yet impossible dream of a state of perfection, and transforms instead into a plausible future. The coinage of the expression ‘Latent Reality’ therefore attempts to provide a means of treating this field of possibility as a territory that can be mapped and analysed for insight. This recursive relationship means AI not only reflects but influences the evolution of human civilisation, oscillating between utopian, dystopian and many other trajectories. Forward Remembrance engages this by scaffolding a methodology around the concept of Latent Reality; foregrounding latent utopias against the palpable backdrop of patterns learnt from the past. Latent Reality is an abstract dimensional space where ideas and patterns mined from reality are encoded and made navigable. The mapping of Latent Reality is not merely technical but ontological and experiential. It is the charting of a "cosmic coordinate system" where the fluid interplay of data, computation, and perception allows us to traverse the liminal space between encoded possibility and embodied experience, ultimately revealing AI as a mirror that reflects the shifting architecture of our own memory and desire. My artistic research practice proceeds along two pathways to map this territory. The first, through creative technology, prototypes a suite of tools (named Synesyn) for experiencing and experimenting with Latent Reality. The second utilises an Applied World Building approach that takes speculation and design fiction as prime methodology, working with, contending with and pondering with the cognitive tools that today’s age of Generative AI makes available. The Forward Remembrance PhD artistic research project therefore converges on a praxis that can be elaborated under the banner of Metafuturism – a protopian manifestation of futurism that is anchored in Applied World Building. My arrival at this nexus has been steered through a ‘thinking through languaging’ process that has led me to Metadesign as a design paradigm for protopian visions and Metamodernism as an oscillating operating system for navigating complexity through plural perspectives, to a meeting point which I now call Metapunkt. This emerging practice which builds on my previous trajectories in the arts, design, architecture and creative technology finds validation in pioneering efforts such as Mona Nasser’s MetaFuturism Lab and completes the research circle that my Forward Remembrance artistic research project has traversed, while indicating the trajectory to follow, into the future.
In March 2026, Ayodele Arigbabu presented Mapping Latent Reality: In Search of Forward Remembrance at CA²RE Hannover, hosted by Leibniz University Hannover under the theme: Trajectories.
CA²RE, the Community for Artistic and Architectural Research, is an open network dedicated to strengthening design-driven and artistic research through intensive peer review. The Hannover edition brought together senior staff, advanced researchers, and early-career researchers to examine artistic and architectural research at critical stages of development.
The theme of Trajectories offered a fitting context for Forward Remembrance. The conference framed trajectories as movements through uncertainty, risk, skill, practice, and emerging directions in design-driven and artistic research. Within this setting, the presentation reflected on how Forward Remembrance had moved from speculative worldbuilding and tool development toward a more defined methodology for navigating Latent Reality.
Arigbabu’s presentation, listed in the conference programme on Friday 27 March, introduced Forward Remembrance as a praxis for moving through the space between what generative AI models have learned and what futures they can help imagine. Drawing on experience gained while building Synesyn - the custom suite of tools developed through the research project - the presentation outlined how artistic research can treat inference as a navigational act rather than a passive request for output.
The submitted abstract, published in the CA²RE book of abstracts, describes Latent Reality as the encoded field of possibility inside generative models, and proposed that artists can steer inference beyond the default closures that AI systems tend to produce. The contribution was methodological: to turn speculation into inference, with AI models as tools and the artist as navigator.
For the wider Metapunkt trajectory, the presentation marked another step in making the vocabulary of Forward Remembrance legible within artistic and architectural research communities. It positioned Latent Reality, Synesyn, and Metapunkt not only as internal concepts of the PhD project, but as transferable methods for working with uncertainty, futures, and generative systems.
Event: CA²RE Hannover 2026
Theme: Trajectories
Location: Leibniz University Hannover, Faculty of Architecture and Landscape
Dates: 26-28 March 2026
Presentation: Mapping Latent Reality: In Search of Forward Remembrance
Presenter: Ayodele Arigbabu, NTNU Trondheim
Session: Friday 27 March, 09:00
Subject: Latent Reality, Forward Remembrance, Synesyn, generative AI, artistic research, and inference as navigation