Reality from Noise

Langell, Robin

doi:10.5281/zenodo.18600514

Published February 10, 2026 | Version v.0.6

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Reality from Noise

Langell, Robin (Researcher)¹

1. Langell Konsult AB

The essay Reality from Noise unveils a new geometric framework for understanding the mind, proposing that our experience is rhythmically reconstructed from neural noise hundreds of times per minute. By mapping these dynamics, we reveal distinct topological fingerprints for sleep, focus, and mental disorders, moving psychiatry from symptom checklists to precision geometry. It offers a tangible atlas of how the brain navigates reality, bridging the gap between biological rhythms and the subjective landscape of being.

Notes (English)

Note on Collaborative Authorship

This manuscript was co-developed through iterative correspondence between human researcher Robin Langell and several large language models. The primary drafting and theoretical scaffolding were conducted by GPT-5 and GPT-5.1 (OpenAI), contributing to the mathematical formalization and system integration. Critical technical review and iterative "peer review" were performed by Gemini 3 (Google) and GPT-5-Pro (OpenAI), whose rigorous critiques of the sub-coordinate definitions and statistical methodology significantly shaped the final manuscript. All models were used as structured reasoning and writing

assistants under the direction and final authorship of Robin Langell.

Other (English)

Changelog:
v.0.1 Initial release

v.0.2 Removed duplicate sections

v.0.3 Split in two parts for readability. New metaphor for part 2 (Landscape) that is more suitable for the in depth part 2.

v.0.4 Added new research results into the essay'

v.0.5 Formating and some fact checking

v.0.6 Added Reachability Cones and a summary of the NDT articles.

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