Barton Rhodes bmorphism

Phenomenological Vibesnipe Architecture

Domain Reframing: From GitHub Issues to Whole-Brain Phenomenology

The original vibesnipe failed because it chose the wrong domain (GitHub issues → speculative compute markets). The correct domain is whole-brain electricity circuitry and phenomenology - not clinical genes.

The Missed Causal Chain

Original: GitHub issues → developer challenges → APT settlement

Interactive Visualizations Guide

Four interactive demonstrations of Gay-TOFU color sequences and error correction

1. world.html — Basic Color Generation Demo

Purpose: Introduction to plastic constant color generation
File: world.html (12KB)

Hamming Swarm: Error-Correcting Structure in 3×3×3 Alphabet Tensor

Overview

The Hamming Swarm is a clever overlay structure on the 3×3×3 alphabet tensor that creates an error-correcting network using Hamming distance relationships. By mapping 26 letters + 1 sigil (🌈) to a 27-position cube and connecting them via Hamming distances in 5-bit binary encodings, we create a self-organizing swarm with natural error detection and correction properties.

Why This Works

1. 5-Bit Encoding (32 positions, using 27)

Why Plastic Constant is 2D Optimal for Colors

The Core Mathematical Principle

For optimal uniform coverage in n dimensions, use the root of x^(n+1) = x + 1

Dimension	Equation	Constant	Value	Use Case
1D	x² = x + 1	Golden Ratio (φ)	1.618...	Just hue rotation
2D	x³ = x + 1	Plastic Constant (φ₂)	1.3247...	Hue + saturation

Gay-TOFU: Executive Summary

Low-Discrepancy Color Sequences with Bijective TOFU Authentication

Version: 1.0
Status: ✅ Production Ready
Date: 2026-01-08

Gay-TOFU Quick Start Guide

Low-Discrepancy Color Sequences + Trust-On-First-Use Authentication

What You Have

✅ Julia Implementation (3850+ lines)

Location: ~/ies/gay-tofu/low-discrepancy-sequences/
8 sequences, 10 MCP tools, fully tested

🌈 Gay-TOFU

Bijective Low-Discrepancy Color Sequences with TOFU Authentication

The only color sequence system with full bijection support. Given a color, recover the index that generated it.

	# ADHD-ECS Sexual Dimorphism: Counterfactual Causal Analysis
	#
	# This module extends the EPDS theory to formalize sexual dimorphism
	# as a CAUSAL factor (not merely correlational) in ADHD prevalence.
	#
	# Key thesis: The 3:1 male:female ADHD ratio emerges from:
	# 1. Estrogen-CB1 upregulation (protective in females)
	# 2. Testosterone-FAAH interaction (risk factor in males)
	# 3. Differential precision-weighting dynamics across development
	#

	# ADHD-ECS Sexual Dimorphism: Counterfactual Causal Analysis
	#
	# This module extends the EPDS theory to formalize sexual dimorphism
	# as a CAUSAL factor (not merely correlational) in ADHD prevalence.
	#
	# Key thesis: The 3:1 male:female ADHD ratio emerges from:
	# 1. Estrogen-CB1 upregulation (protective in females)
	# 2. Testosterone-FAAH interaction (risk factor in males)
	# 3. Differential precision-weighting dynamics across development
	#

	# ADHD-ECS Endocannabinoid Precision Dysregulation Syndrome (EPDS)
	# Julia Implementation for Categorical Causal Modeling
	#
	# This file implements the EPDS theory using:
	# - Catlab.jl for ACSet schemas
	# - StructuredDecompositions.jl for hierarchical decomposition
	# - Custom active inference agent for precision modeling
	#
	# Author: Generated via multi-agent exploration
	# Date: 2026-01-27