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xsigil/README.md

Hi, I'm @xsigil 👋

Bridging Theoretical Physics, Computational Neuroscience, and High-Resolution Behavioral Profiling.

Deconstructing traditional psychological frameworks, mysticism, and dogmas into pragmatic, mathematically grounded information engineering. Focused on state-space modeling of human cognition, non-verbal leakage signal decoding, and ethical systems architecture.


🔬 Core Architecture & Focus Areas

  • Computational Cognitive Science & NLP:
    Formalizing internal representation loops (TOTE architectures, double-bind dynamics, and predictive Bayesian priors).
  • Bio-Signal & Micro-Expression Profiling:
    Overcoming the Othello Error through active orthogonal probing, likelihood-ratio updates, and FACS-level state-space estimation.
  • Cybernetics & Feedback Topologies:
    Formulating relational dynamics and communicative breakdown as coupled feedback networks and non-linear limit cycles.
  • Minimalist Kernel Optimization:
    Engineering the shift to baseline zero-states ($\mathcal{S}(\mathrm{ZERO})$) via radical impedance matching and cognitive noise elimination.

⚡ Featured Project

  • scientific-nlp
    Automated CI/CD compilation pipeline for advanced cognitive engineering and behavioral profiling treatises.
    Formulates a deterministic and Bayesian framework over deceptive heuristics, replacing intuitive profiling with falsifiable mathematical models.

🛠 Toolchain & Subsystems

  • Modeling & Computation: Bayesian Inference, State Estimation, Dynamical Systems
  • Signal Analysis: FACS (Facial Action Coding System), Autonomic Reflex Decomposition
  • Tooling & Engineering: LaTeX / LuaLaTeX, Git / GitHub Actions CI, Python, Systems Architecture

$ sudo engage-kernel
[sudo] password for observer: 
#1) Respect the privacy of others.
#2) Think before you type.
#3) With great power comes great responsibility.

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