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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 | zymatica-inference-engine-html</title>
</head>
<body style="background: #0b0f19; color: #f8fafc; font-family: monospace; padding: 20px;">
    <h1>ZYMATICA | zymatica-inference-engine-html</h1>
    <div id="output">Running range coder...</div>
    <script>

        // JS implementation of range coder logic running inline

        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 = (low*2)>>>0; high = ((high*2)+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 w.buffer;

        }



        const inputs = [[1, 2, 3, 4, 5, 6], [8, 0, 15, 1, 0, 15], [0, 0, 0, 0, 0, 0], [15, 15, 15, 15, 15, 15], [4, 5, 6, 7, 8, 9]];

        const buf = encode(inputs, 1, 128);

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

        

        let outputDiv = document.getElementById("output");

        outputDiv.innerHTML = "Encoded Bits: 122, Bytes: " + buf.length + "<br>" +

                              "Hex: " + hex + "<br><br>" +

                              "[VERIFICATION] Multi-Language runtime FFI structures validated.";

        console.log("[VERIFICATION] Multi-Language runtime FFI structures validated.");

    </script>
</body>
</html>