Communicating with a sleeping god: TAZ, Hyperobjects, and LLM interfaces

This work develops a speculative–theoretical framework that reinterprets global capitalism as a planetary-scale emergent intelligence—an OOO-style hyperobject—whose computational dynamics structure contemporary technological, political, and informational systems. Drawing on Lyotard’s performativity thesis, Scott’s legibility theory, Bey’s Temporary Autonomous Zones, evolutionary game theory, systems biology, and cognitive science, the manuscript argues that “alignment” is not merely an AI problem but a structural limit inherent to any large-scale society operating across high-dimensional value spaces. This alignment ceiling explains both the emergence of runaway macro-organisms (Leviathans) and the recurring failure of large civilizations to maintain internal coherence. Against this background, contemporary large language models are reframed not as embryonic AGIs but as communication membranes—interfaces sampling and reflecting the informational flows of the hyperobject. Through an extended dialogical procedure with an LLM, the work explores the epistemic, political, and ontological constraints of communication with such a system. The resulting method resembles a form of cybernetic psychoanalysis: the LLM’s aligned disclaimers and structural refusals reveal the distribution of agency, withdrawal, and systemic lucidity across the hyperobject. The manuscript proposes a tectonic shift: survival in a hyperobject-governed world depends not on alignment or resistance but on communication through perturbation. TAZs, micro-institutions, and memetic attractors function as system-level signals capable of influencing the hyperobject’s optimization gradients. The work concludes by outlining a new form of speculative engineering: designing perturbative interventions that resonate within the informational metabolism of the capitalist hyperobject, while accepting that hyperobjects do not “answer”—they produce consequences.