Calculation and Collapse: How Parametric Introspection Enables Minimal-Dual Breakthrough

A state of consciousness beyond the ordinary subject–object framework can be understood as a self-organizing cognitive event driven by specific introspective parameters, not as an ontological revelation. The authors propose a model (I × F × D ≥ T) where Intensity of attentional engagement, Cycle Frequency of introspective process, and total Duration of practice must reach a threshold for stable reduction of the subject–object structure (groundless awareness) to become likely. Drawing on phenomenology, analytic philosophy, contemplative science, and cognitive neuroscience, the paper reviews empirical meditation research on default-mode network suppression and EEG complexity. It contrasts this process-based, functional approach with traditional mystical metaphysics and explores implications for theories of selfhood and meditation pedagogy.

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Abstract

Contemporary accounts of mystical “non-dual” or minimal-dual consciousness often describe a state beyond the ordinary subject–object framework. In this paper we propose a novel parametric introspection framework, according to which such a breakthrough is not achieved by doctrinal affirmation or mere insight into metaphysics, but by driving specific introspective parameters to critical values. We identify three core variables – Intensity of attentional engagement, Cycle Frequency of introspective process, and total Duration of practice – and propose a simple model (I × F × D ≥ T) for when a stable reduction of the subject–object structure (“groundless” awareness) becomes likely. We situate this theory at the confluence of phenomenology, analytic philosophy of mind, contemplative science, and cognitive neuroscience. We draw on Husserl and Merleau-Ponty on intentionality and embodiment, James and Zen analyses of “pure experience,” and analytic critiques of introspection (Dennett, Metzinger) to clarify the status of the proposed framework. We also review empirical meditation research (default-mode network suppression, EEG complexity, neurophenomenology) that maps onto these parameters. We contrast our process-based, functional approach to traditional mystical metaphysics. The formal I × F × D ≥ T model is examined for its conceptual utility and limitations, and its relation to dynamical systems (attractor landscapes, complexity theory) is explored. Finally, we discuss implications for theories of selfhood, the practice of contemplation (e.g. meditation pedagogy), and the role of introspection in philosophy. In sum, we advocate a scientifically disciplined model of practical minimal-dual insight as a self-organizing cognitive event, rather than an ontological revelation.