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Introducing Spherepop, a 3D Programming Language.
The Categorical Structure of Alignment
Worldhood without Functionalism
Operational Mereology via Event-Sourced Semantics
The Ontology of Self-Organizing Forms — Nearly Complete
Manifold-Aligned Generative Inference (MAGI)
A Typology of Theoretical Failure
Trained a classifier to determine whether a word is easier to type using QWERTY or DVORAK
Tea drinking in Mytishchi, near Moscow
Hypoception — Hypothesis-based perception
Paradigm Shift — ʇɟıɥS ɯɓıpɐɹɐԀ LIVE NOW
Try my new cryptographic fonts, Clypto, Cheiro, and Logico-Philosophicus
Added Simplectomy Generator
Broadcast The Oblicosm Paradox
Updated main website, provethatyouarenotarobot.com, and added a Site Map.
Holistic Understanding
Holistic understanding demands that we give the machine everything we have. Filtering or cleaning input data can lead to confusion in real-life scenarios. To enable true understanding, we should avoid heavy-handed heuristic cleanup of the input data.
— Monica Anderson
Read more: The Red Pill of Machine Learning
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Geometric Bayesianism with Sparse Heuristics
In biological systems, sparsity emerges as a natural consequence of physiological pressures, including energetic constraints, signal noise, and chemical gradients, obviating the need for explicit computational penalties to enforce minimal network complexity.
Metabolic costs, such as ATP consumption in neural and cellular activity, favor sparse activation patterns, acting as an implicit prior for minimal energy configurations. Environmental noise and signal overlap amplify high-salience, sparsely distributed signals, while thermodynamic gradients drive systems toward low-entropy states.
This Natural Sparsity Principle underpins the efficiency of biological cognition and informs computational models like Geometric Bayesianism with Sparse Heuristics (GBSH), suggesting that sparse proxy navigation can be an emergent property in biomimetic systems, enhancing their adaptability and resilience in noisy, resource-constrained environments.
Play Chrobatos — a Resistor Color Number Game
Learn Assembly Theory
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