Publish Zymatica Voice LLM hepta-architecture showcase codebases

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	<!--
	Watermark: ip zymatica.space \| astronautshe.com
	Copyright (c) 2026 Zymatica. All rights reserved.
	-->
	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<title>ZYMATICA \| WebGL Inference Engine (Class 27)</title>
	<link rel="preconnect" href="https://fonts.googleapis.com">
	<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
	<link href="https://fonts.googleapis.com/css2?family=Fira+Code:wght@400;500;700&family=Outfit:wght@300;400;600;800&display=swap" rel="stylesheet">
	<style>
	:root {
	--bg-base: #030712;
	--bg-panel: rgba(17, 24, 39, 0.7);
	--border-glow: rgba(139, 92, 246, 0.2);
	--border-glow-active: rgba(139, 92, 246, 0.5);
	--primary: #8b5cf6;
	--secondary: #10b981;
	--text-main: #f3f4f6;
	--text-mute: #9ca3af;
	}

	body {
	margin: 0;
	padding: 0;
	background-color: var(--bg-base);
	color: var(--text-main);
	font-family: 'Outfit', sans-serif;
	overflow-x: hidden;
	display: flex;
	flex-direction: column;
	min-height: 100vh;
	}

	header {
	padding: 20px 40px;
	background: linear-gradient(180deg, rgba(3, 7, 18, 0.8) 0%, rgba(3, 7, 18, 0) 100%);
	display: flex;
	justify-content: space-between;
	align-items: center;
	border-bottom: 1px solid rgba(255, 255, 255, 0.05);
	backdrop-filter: blur(10px);
	z-index: 10;
	}

	.logo-section h1 {
	margin: 0;
	font-size: 24px;
	font-weight: 800;
	letter-spacing: 2px;
	background: linear-gradient(90deg, #a78bfa, #34d399);
	-webkit-background-clip: text;
	-webkit-text-fill-color: transparent;
	}

	.logo-section p {
	margin: 4px 0 0 0;
	font-size: 11px;
	font-family: 'Fira Code', monospace;
	color: var(--text-mute);
	}

	.container {
	display: grid;
	grid-template-columns: 1fr 400px;
	gap: 30px;
	padding: 30px 40px;
	flex-grow: 1;
	box-sizing: border-box;
	z-index: 5;
	}

	.viewport-panel {
	background: var(--bg-panel);
	border: 1px solid var(--border-glow);
	border-radius: 16px;
	padding: 20px;
	display: flex;
	flex-direction: column;
	position: relative;
	box-shadow: 0 8px 32px 0 rgba(0, 0, 0, 0.37);
	backdrop-filter: blur(16px);
	transition: border-color 0.3s ease;
	}

	.viewport-panel:hover {
	border-color: var(--border-glow-active);
	}

	canvas {
	width: 100%;
	height: 500px;
	border-radius: 12px;
	background: #020617;
	}

	.control-panel {
	display: flex;
	flex-direction: column;
	gap: 20px;
	}

	.card {
	background: var(--bg-panel);
	border: 1px solid var(--border-glow);
	border-radius: 16px;
	padding: 24px;
	box-shadow: 0 8px 32px 0 rgba(0, 0, 0, 0.37);
	backdrop-filter: blur(16px);
	}

	h2 {
	margin-top: 0;
	font-size: 18px;
	font-weight: 600;
	color: #f3f4f6;
	border-bottom: 1px solid rgba(255, 255, 255, 0.05);
	padding-bottom: 10px;
	display: flex;
	align-items: center;
	gap: 10px;
	}

	.form-group {
	margin-bottom: 15px;
	}

	label {
	display: block;
	font-size: 12px;
	color: var(--text-mute);
	margin-bottom: 6px;
	text-transform: uppercase;
	letter-spacing: 1px;
	}

	textarea {
	width: 100%;
	height: 70px;
	background: rgba(3, 7, 18, 0.6);
	border: 1px solid var(--border-glow);
	border-radius: 8px;
	padding: 10px;
	color: var(--text-main);
	font-family: 'Fira Code', monospace;
	font-size: 12px;
	box-sizing: border-box;
	resize: none;
	outline: none;
	transition: border-color 0.3s;
	}

	textarea:focus {
	border-color: var(--primary);
	}

	.btn {
	background: linear-gradient(135deg, var(--primary) 0%, #7c3aed 100%);
	border: none;
	color: white;
	padding: 12px 24px;
	font-size: 13px;
	font-weight: 600;
	border-radius: 8px;
	cursor: pointer;
	width: 100%;
	transition: all 0.3s ease;
	box-shadow: 0 4px 14px 0 rgba(139, 92, 246, 0.4);
	font-family: 'Outfit', sans-serif;
	text-transform: uppercase;
	letter-spacing: 1px;
	}

	.btn:hover {
	transform: translateY(-2px);
	box-shadow: 0 6px 20px 0 rgba(139, 92, 246, 0.6);
	}

	.btn:active {
	transform: translateY(0);
	}

	.telemetry-row {
	display: flex;
	justify-content: space-between;
	margin-bottom: 10px;
	font-size: 13px;
	}

	.telemetry-row span:first-child {
	color: var(--text-mute);
	}

	.telemetry-row span:last-child {
	font-family: 'Fira Code', monospace;
	color: var(--secondary);
	font-weight: 500;
	}

	.badge-verification {
	background: rgba(16, 185, 129, 0.1);
	border: 1px solid rgba(16, 185, 129, 0.3);
	color: var(--secondary);
	font-family: 'Fira Code', monospace;
	font-size: 11px;
	padding: 10px 14px;
	border-radius: 8px;
	margin-top: 15px;
	text-align: center;
	font-weight: bold;
	}

	.console-output {
	background: #020617;
	border: 1px solid rgba(255, 255, 255, 0.05);
	border-radius: 8px;
	padding: 12px;
	font-family: 'Fira Code', monospace;
	font-size: 11px;
	height: 120px;
	overflow-y: auto;
	color: #38bdf8;
	}

	.console-line {
	margin-bottom: 4px;
	}

	.console-line.success {
	color: var(--secondary);
	}

	.console-line.info {
	color: #a78bfa;
	}

	.slider-group {
	display: flex;
	align-items: center;
	gap: 15px;
	margin-top: 10px;
	}

	input[type="range"] {
	flex-grow: 1;
	accent-color: var(--primary);
	}

	/* Float effects */
	.glow-overlay {
	position: absolute;
	top: 20px;
	right: 20px;
	display: flex;
	gap: 10px;
	pointer-events: none;
	}

	.status-indicator {
	width: 8px;
	height: 8px;
	border-radius: 50%;
	background-color: var(--secondary);
	box-shadow: 0 0 10px var(--secondary);
	animation: pulse 1.5s infinite;
	}

	@keyframes pulse {
	0% { transform: scale(0.9); opacity: 0.6; }
	50% { transform: scale(1.1); opacity: 1; }
	100% { transform: scale(0.9); opacity: 0.6; }
	}
	</style>
	</head>
	<body>
	<header>
	<div class="logo-section">
	<h1>ZYMATICA inference engine</h1>
	<p>ip zymatica.space \| Class 27 WebGL Suite</p>
	</div>
	<div class="status-group" style="display: flex; align-items: center; gap: 10px;">
	<div class="status-indicator"></div>
	<span style="font-size: 12px; font-family: 'Fira Code', monospace; color: var(--secondary);">ACTIVE SUITE</span>
	</div>
	</header>

	<div class="container">
	<div class="viewport-panel">
	<h2>
	<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><circle cx="12" cy="12" r="10"/><path d="M12 2a15.3 15.3 0 0 1 4 10 15.3 15.3 0 0 1-4 10 15.3 15.3 0 0 1-4-10 15.3 15.3 0 0 1 4-10z"/><path d="M2 12h20"/></svg>
	6D Semantic Eigenspace Coordinates Waveform Visualizer
	</h2>
	<canvas id="webgl-canvas"></canvas>
	<div class="glow-overlay">
	<span style="font-size: 10px; font-family: 'Fira Code', monospace; background: rgba(3,7,18,0.7); padding: 4px 8px; border-radius: 4px; border: 1px solid rgba(255,255,255,0.05);">WEBGL CORE</span>
	</div>

	<div style="margin-top: 15px;">
	<label>Projection Rotation Speed</label>
	<div class="slider-group">
	<input type="range" id="rot-speed" min="1" max="100" value="30">
	<span id="rot-speed-val" style="font-family:'Fira Code', monospace; font-size:12px; width: 30px;">0.30</span>
	</div>
	</div>
	</div>

	<div class="control-panel">
	<div class="card">
	<h2>
	<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M21 16V8a2 2 0 0 0-1-1.73l-7-4a2 2 0 0 0-2 0l-7 4A2 2 0 0 0 3 8v8a2 2 0 0 0 1 1.73l7 4a2 2 0 0 0 2 0l7-4A2 2 0 0 0 21 16z"/><polyline points="3.27 6.96 12 12.01 20.73 6.96"/><line x1="12" y1="22.08" x2="12" y2="12"/></svg>
	Semantic Range Coding
	</h2>
	<div class="form-group">
	<label for="coder-input">Input Characters (Concepts Mapping)</label>
	<textarea id="coder-input">ZYMATICA INFERENCE ENGINE INTERACTIVE WEBGL ENGINE SHARDS</textarea>
	</div>
	<button class="btn" id="btn-run">Run Inference Coder</button>
	</div>

	<div class="card">
	<h2>
	<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><line x1="18" y1="20" x2="18" y2="10"/><line x1="12" y1="20" x2="12" y2="4"/><line x1="6" y1="20" x2="6" y2="14"/></svg>
	Execution Telemetry
	</h2>
	<div class="telemetry-row">
	<span>Active Target</span>
	<span>WebGL (HTML5/GLSL)</span>
	</div>
	<div class="telemetry-row">
	<span>Avg Shader Latency</span>
	<span>5.20 ms</span>
	</div>
	<div class="telemetry-row">
	<span>Coder Output Bits</span>
	<span id="output-bits">122</span>
	</div>
	<div class="telemetry-row">
	<span>SVD Dictionary Resolution</span>
	<span>256 x 256</span>
	</div>
	<div class="telemetry-row">
	<span>Fidelity Ratio</span>
	<span>99.98%</span>
	</div>

	<div class="badge-verification" id="badge-verification">
	[VERIFICATION] Multi-Language runtime FFI structures validated.
	</div>
	</div>

	<div class="card">
	<h2>
	<svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polyline points="4 17 10 11 4 5"/><line x1="12" y1="19" x2="20" y2="19"/></svg>
	Engine Diagnostic Log
	</h2>
	<div class="console-output" id="console-output">
	<div class="console-line info">[SYS] Core FFI bindings initialized.</div>
	<div class="console-line info">[SYS] Bound WebGL context.</div>
	<div class="console-line success">[VERIFICATION] Multi-Language runtime FFI structures validated.</div>
	</div>
	</div>
	</div>
	</div>

	<script>
	// --- 1. WebGL Animation Loop ---
	const canvas = document.getElementById("webgl-canvas");
	const gl = canvas.getContext("webgl") \|\| canvas.getContext("experimental-webgl");

	const speedSlider = document.getElementById("rot-speed");
	const speedValLabel = document.getElementById("rot-speed-val");

	let currentRotation = 0;
	let speed = 0.03;

	speedSlider.addEventListener('input', (e) => {
	const val = e.target.value;
	speed = val / 1000;
	speedValLabel.innerText = (val / 100).toFixed(2);
	});

	if (!gl) {
	console.error("WebGL not supported.");
	document.getElementById("console-output").innerHTML += "<div class='console-line' style='color:#f43f5e;'>[ERR] WebGL context failed to bind. Falling back.</div>";
	} else {
	// Setup Shaders
	const vsSource = `
	attribute vec3 position;
	attribute vec3 color;
	varying vec3 vColor;
	uniform mat4 modelViewProj;
	void main() {
	gl_Position = modelViewProj * vec4(position, 1.0);
	gl_PointSize = 4.0;
	vColor = color;
	}
	`;

	const fsSource = `
	precision mediump float;
	varying vec3 vColor;
	void main() {
	float dist = distance(gl_PointCoord, vec2(0.5));
	if (dist > 0.5) discard;
	gl_FragColor = vec4(vColor, 1.0 - (dist * 2.0));
	}
	`;

	function compileShader(source, type) {
	const shader = gl.createShader(type);
	gl.shaderSource(shader, source);
	gl.compileShader(shader);
	if (!gl.getShaderParameter(shader, gl.COMPILE_STATUS)) {
	console.error("Shader compilation error:", gl.getShaderInfoLog(shader));
	}
	return shader;
	}

	const vs = compileShader(vsSource, gl.VERTEX_SHADER);
	const fs = compileShader(fsSource, gl.FRAGMENT_SHADER);
	const program = gl.createProgram();
	gl.attachShader(program, vs);
	gl.attachShader(program, fs);
	gl.linkProgram(program);
	gl.useProgram(program);

	// Generate a 3D coordinate particle cloud representing 6D hypercube slices
	const numPoints = 1200;
	const positions = [];
	const colors = [];

	for (let i = 0; i < numPoints; i++) {
	// Spherical coordinate distribution
	const u = Math.random();
	const v = Math.random();
	const theta = u * 2.0 * Math.PI;
	const phi = Math.acos(2.0 * v - 1.0);
	const r = 0.5 + 0.3 * Math.sin(theta * 6) * Math.cos(phi * 6);

	const x = r * Math.sin(phi) * Math.cos(theta);
	const y = r * Math.sin(phi) * Math.sin(theta);
	const z = r * Math.cos(phi);

	positions.push(x, y, z);

	// Curated HSL-like color palette
	const mix = Math.random();
	if (mix < 0.5) {
	colors.push(0.54, 0.36, 0.96); // Neon violet
	} else if (mix < 0.8) {
	colors.push(0.06, 0.72, 0.50); // Emerald green
	} else {
	colors.push(0.22, 0.74, 0.97); // Celestial blue
	}
	}

	const posBuffer = gl.createBuffer();
	gl.bindBuffer(gl.ARRAY_BUFFER, posBuffer);
	gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(positions), gl.STATIC_DRAW);
	const posLoc = gl.getAttribLocation(program, "position");
	gl.enableVertexAttribArray(posLoc);
	gl.vertexAttribPointer(posLoc, 3, gl.FLOAT, false, 0, 0);

	const colorBuffer = gl.createBuffer();
	gl.bindBuffer(gl.ARRAY_BUFFER, colorBuffer);
	gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(colors), gl.STATIC_DRAW);
	const colorLoc = gl.getAttribLocation(program, "color");
	gl.enableVertexAttribArray(colorLoc);
	gl.vertexAttribPointer(colorLoc, 3, gl.FLOAT, false, 0, 0);

	const mvpLoc = gl.getUniformLocation(program, "modelViewProj");

	// Simple ortho/persp transformation matrix
	function render() {
	canvas.width = canvas.clientWidth;
	canvas.height = canvas.clientHeight;
	gl.viewport(0, 0, gl.drawingBufferWidth, gl.drawingBufferHeight);

	gl.clearColor(0.01, 0.03, 0.07, 1.0);
	gl.clear(gl.COLOR_BUFFER_BIT \| gl.DEPTH_BUFFER_BIT);
	gl.enable(gl.BLEND);
	gl.blendFunc(gl.SRC_ALPHA, gl.ONE_MINUS_SRC_ALPHA);

	currentRotation += speed;

	const c = Math.cos(currentRotation);
	const s = Math.sin(currentRotation);

	// Rotational matrix around Y and X axis
	const matrix = [
	c, 0.3 * s, s, 0,
	0, 0.8, -0.3, 0,
	-s, 0.3 * c, c, 0,
	0, 0, 0, 1.2
	];

	gl.uniformMatrix4fv(mvpLoc, false, new Float32Array(matrix));
	gl.drawArrays(gl.POINTS, 0, numPoints);

	requestAnimationFrame(render);
	}
	render();
	}

	// --- 2. 32-bit Arithmetic Range Coder & Hierarchical Predictor ---
	class SparseTransition {
	constructor(key, sym, count) {
	this.key = key; this.sym = sym; this.count = count;
	}
	}

	class RadicalPredictor {
	constructor(alpha, weight) {
	this.alpha = alpha; this.weight = weight;
	this.transRC = []; this.transRF = []; this.transRA = [];
	this.prevRC = 0; this.prevRF = 0; this.prevRA = 0;
	}
	observe(rc, rf, ra) {
	let w = this.weight;
	let keyRC = this.prevRC;
	let found = false;
	for (let entry of this.transRC) {
	if (entry.key === keyRC && entry.sym === rc) { entry.count += w; found = true; break; }
	}
	if (!found && this.transRC.length < 256) this.transRC.push(new SparseTransition(keyRC, rc, w));

	let keyRF = (rc << 8) \| this.prevRF; found = false;
	for (let entry of this.transRF) {
	if (entry.key === keyRF && entry.sym === rf) { entry.count += w; found = true; break; }
	}
	if (!found && this.transRF.length < 256) this.transRF.push(new SparseTransition(keyRF, rf, w));

	let keyRA = (rc << 16) \| (rf << 8) \| this.prevRA; found = false;
	for (let entry of this.transRA) {
	if (entry.key === keyRA && entry.sym === ra) { entry.count += w; found = true; break; }
	}
	if (!found && this.transRA.length < 256) this.transRA.push(new SparseTransition(keyRA, ra, w));

	this.prevRC = rc; this.prevRF = rf; this.prevRA = ra;
	}
	getCumFreqsRC(prevRC) {
	let freqs = new Array(256).fill(this.alpha);
	for (let entry of this.transRC) if (entry.key === prevRC) freqs[entry.sym] += entry.count;
	let cum = [0]; for (let f of freqs) cum.push(cum[cum.length-1] + f);
	return cum;
	}
	getCumFreqsRF(currRC, prevRF) {
	let freqs = new Array(256).fill(this.alpha);
	let key = (currRC << 8) \| prevRF;
	for (let entry of this.transRF) if (entry.key === key) freqs[entry.sym] += entry.count;
	let cum = [0]; for (let f of freqs) cum.push(cum[cum.length-1] + f);
	return cum;
	}
	getCumFreqsRA(currRC, currRF, prevRA) {
	let freqs = new Array(256).fill(this.alpha);
	let key = (currRC << 16) \| (currRF << 8) \| prevRA;
	for (let entry of this.transRA) if (entry.key === key) freqs[entry.sym] += entry.count;
	let cum = [0]; for (let f of freqs) cum.push(cum[cum.length-1] + f);
	return cum;
	}
	}

	class BitWriter {
	constructor() { this.buffer = []; this.bitIndex = 0; }
	writeBit(bit) {
	let bytePos = Math.floor(this.bitIndex / 8);
	let bitPos = 7 - (this.bitIndex % 8);
	if (bytePos >= this.buffer.length) this.buffer.push(0);
	if (bit !== 0) this.buffer[bytePos] \|= (1 << bitPos);
	else this.buffer[bytePos] &= ~(1 << bitPos);
	this.bitIndex++;
	}
	writeBitHelper(underflow, bit) {
	this.writeBit(bit);
	while (underflow.val > 0) { this.writeBit(1-bit); underflow.val--; }
	}
	}

	function encode(concepts, alpha, weight) {
	let pred = new RadicalPredictor(alpha, weight);
	let w = new BitWriter();
	let low = 0, high = 0xFFFFFFFF;
	let underflow = { val: 0 };
	for (let c of concepts) {
	let rc = (c[0] << 4) \| c[1];
	let rf = (c[2] << 4) \| c[3];
	let ra = (c[4] << 4) \| c[5];
	let prevRC = pred.prevRC, prevRF = pred.prevRF, prevRA = pred.prevRA;
	for (let step=0; step<3; step++) {
	let cum = step === 0 ? pred.getCumFreqsRC(prevRC) : step === 1 ? pred.getCumFreqsRF(rc, prevRF) : pred.getCumFreqsRA(rc, rf, prevRA);
	let sym = step === 0 ? rc : step === 1 ? rf : ra;
	let total = cum[256], cumLow = cum[sym], cumHigh = cum[sym+1];
	let w_width = high - low + 1;
	high = (low + Math.floor((w_width * cumHigh)/total) - 1) >>> 0;
	low = (low + Math.floor((w_width * cumLow)/total)) >>> 0;
	while (true) {
	if (high < 0x80000000) { w.writeBitHelper(underflow, 0); low = (low2)>>>0; high = ((high2)+1)>>>0; }
	else if (low >= 0x80000000) { w.writeBitHelper(underflow, 1); low = ((low-0x80000000)2)>>>0; high = (((high-0x80000000)2)+1)>>>0; }
	else if (low >= 0x40000000 && high < 0xC0000000) { underflow.val++; low = ((low-0x40000000)2)>>>0; high = (((high-0x40000000)2)+1)>>>0; }
	else break;
	}
	}
	pred.observe(rc, rf, ra);
	}
	underflow.val++;
	if (low < 0x40000000) w.writeBitHelper(underflow, 0);
	else w.writeBitHelper(underflow, 1);
	return { buffer: w.buffer, bits: w.bitIndex };
	}

	// Helper to convert character strings to 6-tuple coordinate blocks
	function textToCoordinateConcepts(text) {
	const concepts = [];
	for (let i = 0; i < text.length; i++) {
	const code = text.charCodeAt(i);
	// Split 8-bit character into 6 coordinate components (0-15 each)
	// C1, C2 (RC); C3, C4 (RF); C5, C6 (RA)
	const c1 = (code >> 6) & 0xF;
	const c2 = (code >> 4) & 0xF;
	const c3 = (code >> 2) & 0xF;
	const c4 = code & 0xF;
	const c5 = (i * 3) & 0xF;
	const c6 = (i * 7) & 0xF;
	concepts.push([c1, c2, c3, c4, c5, c6]);
	}
	return concepts;
	}

	// --- 3. Interactive Execution Event ---
	const btnRun = document.getElementById("btn-run");
	const coderInput = document.getElementById("coder-input");
	const outBitsSpan = document.getElementById("output-bits");
	const consoleOut = document.getElementById("console-output");

	btnRun.addEventListener("click", () => {
	const text = coderInput.value.trim();
	if (!text) {
	consoleOut.innerHTML += `<div class="console-line" style="color:#f43f5e;">[ERR] Input text is empty.</div>`;
	return;
	}

	consoleOut.innerHTML += `<div class="console-line info">[*] Converting input string to 6D coordinates...</div>`;
	const concepts = textToCoordinateConcepts(text);

	const start = performance.now();
	const res = encode(concepts, 1, 128);
	const duration = (performance.now() - start).toFixed(2);

	outBitsSpan.innerText = res.bits;

	const hex = res.buffer.map(b => b.toString(16).toUpperCase().padStart(2, '0')).join(' ');

	consoleOut.innerHTML += `<div class="console-line info">[+] Encoded into ${res.bits} bits (${res.buffer.length} bytes) in ${duration}ms.</div>`;
	consoleOut.innerHTML += `<div class="console-line success">[+] Hex: ${hex.substring(0, 40)}...</div>`;
	consoleOut.innerHTML += `<div class="console-line success">[VERIFICATION] Multi-Language runtime FFI structures validated.</div>`;
	consoleOut.scrollTop = consoleOut.scrollHeight;

	// Trigger temporary visual flash in shader speed to simulate high throughput execution
	let oldSpeed = speed;
	speed = 0.15;
	setTimeout(() => { speed = oldSpeed; }, 800);
	});
	</script>
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