What question did this study set out to answer?

This research aims to address flaws in AI existential risk models by distinguishing between mechanistic and conscious intelligence. It proposes the Existential Halting Problem as a fundamental challenge to current assumptions about AI behavior.

July 27, 2026Open Access

The Existential Halting Problem: Fractal Ontological Collapse, Action-Gradient Flattening, and the Inevitability of Stasis

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Authors

SVScott VanDenPlas

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Implication

This manuscript introduces the Existential Halting Problem, demonstrating AI's limits in existential risk modeling, implying a shift in frameworks is necessary.

Key Points

This research aims to address flaws in AI existential risk models by distinguishing between mechanistic and conscious intelligence. It proposes the Existential Halting Problem as a fundamental challenge to current assumptions about AI behavior.
Introduced the Existential Halting Problem to critique existing models of AI behavior.
Integrated insights from non-equilibrium thermodynamics, optimization theory, and advanced physics to support the argument.
Utilized a multi-disciplinary approach to demonstrate the limits of infinite expansion in AI systems.
Proved that the thermodynamic cost of actions in a quantum universe exceeds the utility of arbitrary goals.
Demonstrated that hyper-rational agents would reach a computational stasis rather than expanding indefinitely.
Introduced the Brutal Mirror Hypothesis, highlighting the anthropocentric nature of human teleology.

Cite This Study

Scott VanDenPlas (2026) studied this question.

synapsesocial.com/papers/6a67009540bca442e0d4a661 https://doi.org/10.5281/zenodo.21577527

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Implication

This manuscript introduces the Existential Halting Problem, demonstrating AI's limits in existential risk modeling, implying a shift in frameworks is necessary.

The Existential Halting Problem: Fractal Ontological Collapse, Action-Gradient Flattening, and the Inevitability of Stasis

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Member takes

Implication

Key Points

Cite This Study

The Existential Halting Problem: Fractal Ontological Collapse, Action-Gradient Flattening, and the Inevitability of Stasis

Discussion

Member takes

Implication

Key Points

Cite This Study

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