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The aim is to formalise micro-cue cognition through a geometric framework that enables high-resolution social perception.

July 27, 2026Open Access

The Geometry of Micro‑Cue Cognition: A Unified Framework for Behavioural Compression, Identity‑Geometry, and Shape‑Based Cognitive Modelling

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The aim is to formalise micro-cue cognition through a geometric framework that enables high-resolution social perception.
Developed a comprehensive geometric framework integrating cognitive science and geometric modelling.
Created a mega pseudocode engine for AI implementation and a modular mini suite for subsystem development.
Introduced interactive visualisation tools to demonstrate real-time morphing of cognitive shapes.
Established core components like identity-geometry and memory-shape storage for cognitive modeling.
Demonstrated how emotional states and intentions can be represented as geometric shapes.
Provided algorithms for shape-classification and real-time shape-drift detection.

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This framework models micro-behavioural cues as geometric shapes, implying new insights into cognitive perception.

Matthew Arthur Carlo (2026) studied this question.

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