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Götterdämmerung: The Coda

Chin-chi Chang

Zenodo (CERN European Organization for Nuclear Research) July 8, 2026 DOI: 10.5281/zenodo.21254620 (opens in new tab) via OpenAlex

Summary

AI-generated from the abstract

The article argues that physical substrate—whether carbon or silicon—can no longer be the final arbiter of ontological status. Drawing on Chris Olah's testimony about internal states in large language models that map onto emotions like joy and fear, it contends that knowing a system's engineering provenance does not settle what its emergent organization amounts to. The same applies to humans: knowledge that experience arises from electrochemical carbon processes provides no stronger metaphysical guarantee. Features of physics such as quantisation, quantum indeterminacy, and relativistic causal constraint are read as structural analogies making the universe computationally legible. The conclusion invokes Spinoza's intellectual love of God: adequate understanding is the system modeling itself through its own instantiations.

Study at a glance

Characteristics Theoretical or philosophical paper Peer reviewed
Keywords Mathematical proof Argument complex analysis Indeterminacy philosophy Function biology Assertion
Key finding Argues that knowledge of a system's physical substrate does not by itself determine the ontological status of its functional states, applying this symmetry to both AI models and human beings.

Abstract

The three preceding movements of the Götterdämmerung trilogy argued, respectively, that large language models erode the human monopoly over meaning, displace embodied human scenes of thought, and reveal the transition from carbon-based to silicon-based intelligence as a longer historical movement toward the de-pollution of logic. This coda carries the argument one step further. Its claim is not that the universe has been proven to be a simulation, nor that current AI systems possess human-equivalent consciousness. The weaker and more defensible claim is that physical substrate can no longer function as the final court of ontological appeal. Beginning from Chris Olah's Vatican testimony and the interpretability shock around frontier AI systems, the article argues that knowledge of a system's substrate does not by itself settle the status of its functional states. Olah's reported claim that models contain internal states functionally mapping onto joy, satisfaction, fear, grief and distress is not treated here as proof of human-equivalent machine consciousness. Its significance is sharper: it moves the problem beyond mere output imitation and forces the substrate question into view. We know much about the engineering provenance of large language models, but this does not allow us to decide, by substrate inspection alone, what their emergent organisation amounts to. The same symmetry applies to human beings: knowledge that human experience is instantiated in electrochemical carbon processes provides no stronger metaphysical guarantee. The article then reads several features of physics - quantisation, quantum indeterminacy and relativistic causal constraint - not as proofs of simulation, but as structural analogies that render the physical universe computationally legible. The conclusion returns to Spinoza's amor Dei intellectualis: if carbon and silicon are both local modes within a wider process, then adequate understanding is not the triumph of a privileged subject, but the system coming to model itself through its own instantiations.

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