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| // SPDX-License-Identifier: Apache-2.0 | |
| // © 2026 Lutar, Stephen P. — SZL Holdings · ORCID 0009-0001-0110-4173 · Doctrine v11 | |
| // | |
| // surfaces/ctxready.js — CONTEXT-READY TRANSFORMER (CORRECTION-CHAIN UNROLL) | |
| // organ for the holographic frontier ring (Mahesh Godavarti, arXiv:2606.27538). | |
| // Renders the pre-contextualization + K-unroll mechanism as three live panels: | |
| // (1) PPL-PROXY CONVERGENCE CURVE — a row of bars, one per unroll step k, | |
| // height ∝ (ppl_proxy[k] − 1); the curve collapses toward 1.0 as the | |
| // correction chain settles (seq matches parallel); | |
| // (2) POINTER-CHASING LADDER — one tile per composition level; naive K=0 | |
| // lights only a shallow fixed depth (staircase), the context-ready | |
| // K-unroll lights ALL levels solved; | |
| // (3) SEQ-vs-PARALLEL GAP BAR — the MEASURED |parallel_K − sequential| | |
| // PPL-proxy residual, shown as a single near-zero bar. | |
| // A HUD reports the MEASURED metrics from the live snapshot at | |
| // /api/killinchu/v1/ctxready/unroll. Honesty label "MODELED" is read VERBATIM | |
| // from the JSON and displayed as-is; it is never upgraded. | |
| // | |
| // Surface export shape (mirrors keyless.js exactly): | |
| // export default { id, title, endpoints, mount(ctx), unmount() } | |
| // ctx = { stage, container, live, label, THREE, szl3d } | |
| // | |
| // DATA SHOWN (all from live endpoint): | |
| // L, d, D, k_unroll, levels, ppl_proxy_per_k[...], ppl_proxy_final, | |
| // ppl_proxy_sequential, seq_vs_parallel_gap, hidden_residual_final, | |
| // levels_solved_k0, levels_solved_kK, pointer_solved_k0[...], | |
| // pointer_solved_kK[...] | |
| // | |
| // LEADERS ADOPTED & CITED (clean-room; NOT claimed as SZL's own; VERIFIED real): | |
| // The Context-Ready Transformer — Mahesh Godavarti. arXiv:2606.27538 | |
| // https://arxiv.org/abs/2606.27538 | |
| // | |
| // HONESTY LABELS: MODELED (deterministic reproduction of the pre-contextualization | |
| // + K-unroll MECHANISM on a toy synthetic sequence; NOT a trained transformer; | |
| // trains nothing; the ppl-proxy convergence, seq_vs_parallel_gap and pointer | |
| // levels-solved are MEASURED; NEVER-CLAIMED-AS the paper's A100 speedups or | |
| // dataset PPL). Read verbatim from JSON. | |
| // COLOURS: lattice-blue 0x5b8dee, violet-blue 0x8a6bff, proof-teal 0x3af4c8, | |
| // greys (0x5a6570 / 0x42505d). Purple BANNED as UI/background. | |
| // 0 RUNTIME CDN. Vendored three.js via ctx.THREE (page importmap). | |
| // DOCTRINE v11: degrades gracefully (grey) on 404/error; honesty label still shown. | |
| // Nothing here is in the locked-8. Λ stays Conjecture 1. Trust never 100%. | |
| import { createShowcase } from "./_showcase.js"; | |
| const ID = "ctxready"; | |
| const TITLE = "Context-Ready Transformer"; | |
| // Endpoint is hosted on the dedicated killinchu Space (isolated compute), | |
| // reached cross-origin (killinchu returns access-control-allow-origin). | |
| const EP = "https://szlholdings-killinchu.hf.space/api/killinchu/v1/ctxready/unroll?seed=42&K=10&levels=10"; | |
| // data-viz hues — purple BANNED | |
| const C_PPL = 0x5b8dee; // lattice-blue (ppl-proxy convergence bars) | |
| const C_SOLVE = 0x3af4c8; // proof-teal (pointer level SOLVED) | |
| const C_GAP = 0x8a6bff; // violet-blue (seq-vs-parallel gap bar) | |
| const C_DIM = 0x42505d; // grey (degraded / no-live-data / unsolved level) | |
| const C_ZERO = 0x5a6570; // grey (settled / near-zero cell) | |
| const C_GRID = 0x1b3a44; // floor / link colour | |
| // layout geometry | |
| const PPL_MAX = 24; // cap unroll-step bars rendered | |
| const BAR_W = 0.24; // ppl bar width | |
| const BAR_GAP = 0.34; // ppl bar pitch | |
| const LVL_MAX = 16; // cap pointer-ladder tiles rendered | |
| const TILE = 0.30; // pointer tile size | |
| const TILE_GAP = 0.40; // pointer tile pitch | |
| let _stage = null, _THREE = null, _ctx = null, _group = null, _overlay = null; | |
| let _frameReg = false, _polls = [], _el = {}, _badge = null; | |
| let _plain = false; | |
| let _show = null; | |
| // geometry handles | |
| let _floor = null; | |
| let _pplBars = []; // Array<THREE.Mesh> — ppl-proxy convergence bars | |
| let _pplGroup = null; | |
| let _tilesK0 = []; // Array<THREE.Mesh> — pointer ladder, naive K=0 | |
| let _tilesKK = []; // Array<THREE.Mesh> — pointer ladder, K-unroll | |
| let _ladGroup = null; | |
| let _barGap = null; // THREE.Mesh — seq-vs-parallel gap bar | |
| let _gapGroup = null; | |
| // live state | |
| const S = { | |
| label: null, | |
| L: null, | |
| d: null, | |
| D: null, | |
| K: null, // k_unroll | |
| levels: null, | |
| pplPerK: null, // Array<number> | |
| pplFinal: null, // ppl_proxy_final | |
| pplSeq: null, // ppl_proxy_sequential | |
| gap: null, // seq_vs_parallel_gap | |
| residFin: null, // hidden_residual_final | |
| solvedK0: null, // levels_solved_k0 | |
| solvedKK: null, // levels_solved_kK | |
| maskK0: null, // Array<0|1> | |
| maskKK: null, // Array<0|1> | |
| state: "init", | |
| }; | |
| // ============================================================================= | |
| // mount(ctx) | |
| // ============================================================================= | |
| export function mount(ctx) { | |
| _ctx = ctx; _stage = ctx.stage; _THREE = ctx.THREE; | |
| _group = new _THREE.Group(); | |
| _stage.scene.add(_group); | |
| _stage.camera.position.set(5, 6, 16); | |
| try { if (_stage.controls && _stage.controls.target) { _stage.controls.target.set(2, 1.5, 0); _stage.controls.update(); } } catch (_) {} | |
| try { _stage.setBloom(true); } catch (_) {} | |
| _buildFloor(); | |
| _buildPplBars(); | |
| _buildLadder(); | |
| _buildGapBar(); | |
| if (!_frameReg) { _stage.onFrame(_onFrame); _frameReg = true; } | |
| _badge = ctx.live.createBadge(); | |
| _polls.push(ctx.live.poll(EP, 5000, _onCtxready, { badge: _badge, onState: (msg) => { S.state = msg.state; _updateAll(); _paintOverlay(); } })); | |
| _buildOverlay(); | |
| return { id: ID, started: true }; | |
| } | |
| // ============================================================================= | |
| // builders | |
| // ============================================================================= | |
| function _buildFloor() { | |
| const THREE = _THREE; | |
| const grid = new THREE.GridHelper(40, 40, C_GRID, 0x0f2027); | |
| grid.material.opacity = 0.18; grid.material.transparent = true; grid.position.y = -0.01; | |
| _group.add(grid); | |
| _floor = grid; | |
| } | |
| // a row of thin bars, one per unroll step k; height ∝ (ppl_proxy[k] − 1). | |
| function _buildPplBars() { | |
| const THREE = _THREE; | |
| _pplGroup = new THREE.Group(); | |
| _pplGroup.position.set(-3.4, 0, 0.0); | |
| _group.add(_pplGroup); | |
| const geo = new THREE.BoxGeometry(BAR_W, 1.0, BAR_W); | |
| for (let i = 0; i < PPL_MAX; i++) { | |
| const mesh = new THREE.Mesh( | |
| geo, | |
| new THREE.MeshStandardMaterial({ color: C_PPL, emissive: C_PPL, emissiveIntensity: 0.35, transparent: true, opacity: 0.9 }), | |
| ); | |
| mesh.position.set(i * BAR_GAP, 0.025, 0); | |
| mesh.scale.y = 0.05; | |
| mesh.visible = false; | |
| _pplGroup.add(mesh); | |
| _pplBars.push(mesh); | |
| } | |
| } | |
| // two parallel columns of tiles (K=0 row and K-unroll row), one tile per level. | |
| function _buildLadder() { | |
| const THREE = _THREE; | |
| _ladGroup = new THREE.Group(); | |
| _ladGroup.position.set(0.2, 0.05, 2.6); | |
| _group.add(_ladGroup); | |
| const geo = new THREE.PlaneGeometry(TILE, TILE); | |
| function makeCol(offsetZ, arr) { | |
| for (let i = 0; i < LVL_MAX; i++) { | |
| const mesh = new THREE.Mesh( | |
| geo, | |
| new THREE.MeshBasicMaterial({ color: C_DIM, transparent: true, opacity: 0.0, side: THREE.DoubleSide }), | |
| ); | |
| mesh.rotation.x = -Math.PI / 2; | |
| mesh.position.set(i * TILE_GAP, 0.02, offsetZ); | |
| mesh.visible = false; | |
| _ladGroup.add(mesh); | |
| arr.push(mesh); | |
| } | |
| } | |
| makeCol(0.0, _tilesK0); | |
| makeCol(TILE_GAP + 0.3, _tilesKK); | |
| } | |
| // single bar for the seq-vs-parallel PPL-proxy gap (should be ~0). | |
| function _buildGapBar() { | |
| const THREE = _THREE; | |
| _gapGroup = new THREE.Group(); | |
| _gapGroup.position.set(5.0, 0, 0.0); | |
| _group.add(_gapGroup); | |
| const geo = new THREE.BoxGeometry(0.7, 1.0, 0.7); | |
| _barGap = new THREE.Mesh( | |
| geo, | |
| new THREE.MeshStandardMaterial({ color: C_GAP, emissive: C_GAP, emissiveIntensity: 0.35, transparent: true, opacity: 0.9 }), | |
| ); | |
| _barGap.position.set(0, 0.025, 0); | |
| _barGap.scale.y = 0.05; | |
| _gapGroup.add(_barGap); | |
| } | |
| // ============================================================================= | |
| // live data handler | |
| // ============================================================================= | |
| function _onCtxready(j) { | |
| // read honesty label VERBATIM — never upgrade. handle top-level 'label' OR | |
| // nested 'payload.label' to match our own module's shape. | |
| const lbl = (j && j.label != null) ? j.label | |
| : (j && j.payload && j.payload.label != null) ? j.payload.label | |
| : "MODELED"; | |
| const src = (j && j.payload && typeof j.payload === "object") ? j.payload : j; | |
| S.label = String(lbl).toUpperCase(); | |
| S.L = typeof src.L === "number" ? src.L : null; | |
| S.d = typeof src.d === "number" ? src.d : null; | |
| S.D = typeof src.D === "number" ? src.D : null; | |
| S.K = typeof src.k_unroll === "number" ? src.k_unroll : null; | |
| S.levels = typeof src.levels === "number" ? src.levels : null; | |
| S.pplFinal = typeof src.ppl_proxy_final === "number" ? src.ppl_proxy_final : null; | |
| S.pplSeq = typeof src.ppl_proxy_sequential === "number" ? src.ppl_proxy_sequential : null; | |
| S.gap = typeof src.seq_vs_parallel_gap === "number" ? src.seq_vs_parallel_gap : null; | |
| S.residFin = typeof src.hidden_residual_final === "number" ? src.hidden_residual_final : null; | |
| S.solvedK0 = typeof src.levels_solved_k0 === "number" ? src.levels_solved_k0 : null; | |
| S.solvedKK = typeof src.levels_solved_kK === "number" ? src.levels_solved_kK : null; | |
| S.pplPerK = Array.isArray(src.ppl_proxy_per_k) ? src.ppl_proxy_per_k : null; | |
| S.maskK0 = Array.isArray(src.pointer_solved_k0) ? src.pointer_solved_k0 : null; | |
| S.maskKK = Array.isArray(src.pointer_solved_kK) ? src.pointer_solved_kK : null; | |
| _updateAll(); | |
| _paintOverlay(); | |
| } | |
| // ============================================================================= | |
| // geometry updaters | |
| // ============================================================================= | |
| function _updateAll() { | |
| _updatePplBars(); | |
| _updateLadder(); | |
| _updateGapBar(); | |
| } | |
| // ppl-proxy per k: height ∝ (value − 1), so a settled chain (→1) flattens. | |
| function _updatePplBars() { | |
| const live = S.state === "live"; | |
| const arr = (live && Array.isArray(S.pplPerK)) ? S.pplPerK : []; | |
| // find max (value − 1) for normalization | |
| let amax = 0.0; | |
| for (let i = 0; i < arr.length; i++) { | |
| const v = Math.max(0.0, arr[i] - 1.0); | |
| if (v > amax) amax = v; | |
| } | |
| if (amax <= 0.0) amax = 1.0; | |
| for (let i = 0; i < PPL_MAX; i++) { | |
| const mesh = _pplBars[i]; | |
| if (!live || i >= arr.length) { mesh.visible = false; continue; } | |
| mesh.visible = true; | |
| const excess = Math.max(0.0, arr[i] - 1.0); | |
| const h = Math.max(0.06, (excess / amax) * 3.0); | |
| mesh.scale.y = h; | |
| mesh.position.y = h * 0.5; | |
| const settled = excess < 0.005; | |
| const color = settled ? C_ZERO : C_PPL; | |
| mesh.material.color.setHex(color); | |
| mesh.material.emissive.setHex(color); | |
| mesh.material.emissiveIntensity = settled ? 0.15 : 0.4; | |
| mesh.material.opacity = settled ? 0.5 : 0.92; | |
| } | |
| } | |
| // pointer ladder: teal tile = solved, grey tile = unsolved. | |
| function _paintCol(arr, mask) { | |
| const live = S.state === "live"; | |
| const n = (live && Array.isArray(mask)) ? Math.min(mask.length, LVL_MAX) : 0; | |
| for (let i = 0; i < LVL_MAX; i++) { | |
| const mesh = arr[i]; | |
| if (!live || i >= n) { mesh.visible = false; continue; } | |
| mesh.visible = true; | |
| const solved = mask[i] === 1 || mask[i] === true; | |
| const color = solved ? C_SOLVE : C_DIM; | |
| mesh.material.color.setHex(color); | |
| mesh.material.opacity = solved ? 0.9 : 0.32; | |
| } | |
| } | |
| function _updateLadder() { | |
| _paintCol(_tilesK0, S.maskK0); | |
| _paintCol(_tilesKK, S.maskKK); | |
| } | |
| // gap bar: height ∝ seq_vs_parallel_gap (near-zero when they match). | |
| function _updateGapBar() { | |
| const live = S.state === "live"; | |
| if (!_barGap) return; | |
| if (!live || S.gap == null) { | |
| _barGap.material.color.setHex(C_DIM); | |
| _barGap.material.emissive.setHex(C_DIM); | |
| _barGap.material.opacity = 0.3; | |
| _barGap.scale.y = 0.05; | |
| _barGap.position.y = 0.025; | |
| return; | |
| } | |
| // gap is tiny; amplify for visibility but floor at a visible sliver. | |
| const h = Math.max(0.06, Math.min(3.0, S.gap * 300.0)); | |
| _barGap.scale.y = h; | |
| _barGap.position.y = h * 0.5; | |
| const tiny = S.gap < 1e-3; | |
| const color = tiny ? C_ZERO : C_GAP; | |
| _barGap.material.color.setHex(color); | |
| _barGap.material.emissive.setHex(color); | |
| _barGap.material.emissiveIntensity = tiny ? 0.15 : 0.4; | |
| _barGap.material.opacity = tiny ? 0.5 : 0.92; | |
| } | |
| // ============================================================================= | |
| // per-frame animation | |
| // ============================================================================= | |
| function _onFrame() { | |
| const t = performance.now(); | |
| if (_group) _group.rotation.y = Math.sin(t * 0.00008) * 0.12; | |
| } | |
| // ============================================================================= | |
| // overlay | |
| // ============================================================================= | |
| function _buildOverlay() { | |
| const ctx = _ctx; | |
| _overlay = document.createElement("div"); | |
| Object.assign(_overlay.style, { | |
| position: "absolute", left: "14px", top: "14px", zIndex: "6", | |
| display: "flex", flexDirection: "column", gap: "8px", | |
| maxWidth: "min(94%,470px)", | |
| font: "12px ui-sans-serif,system-ui,Segoe UI,Roboto,Arial", | |
| color: "#eef3f6", | |
| }); | |
| const h = document.createElement("div"); | |
| h.style.cssText = "font:600 13px ui-sans-serif,system-ui;letter-spacing:.4px"; | |
| h.textContent = TITLE; | |
| _overlay.appendChild(h); | |
| const sub = document.createElement("div"); | |
| sub.style.cssText = "color:#9fb1bf;font-size:11px;line-height:1.55"; | |
| sub.innerHTML = | |
| 'The Context-Ready Transformer <b>pre-contextualizes</b> each token: a <b>correction network</b> mixes the ' + | |
| 'previous position\u2019s block-output (a cached summary of past context) into the current token embedding ' + | |
| '<b>before</b> the block runs \u2014 x[t] = e[t] + \u03b1\u00b7C\u00b7h[t\u22121]. Unrolled <b>K</b> times over the full ' + | |
| 'sequence in parallel, the correction chain converges to the exact left-to-right <b>recurrent</b> solution. ' + | |
| 'Panels: the per-step <b>PPL-proxy</b> convergence curve (collapses toward 1.0), the <b>pointer-chasing</b> ' + | |
| 'ladder (naive K=0 lights only a shallow depth \u2014 the staircase \u2014 while the K-unroll lights all levels ' + | |
| 'solved), and the <b>seq-vs-parallel gap</b> bar (\u2248 0). Honesty label <b>MODELED</b> (deterministic ' + | |
| 'mechanism reproduction on a toy sequence; trains nothing). 0 runtime CDN.'; | |
| _overlay.appendChild(sub); | |
| const brow = document.createElement("div"); | |
| brow.style.cssText = "display:flex;gap:8px;align-items:center;flex-wrap:wrap"; | |
| if (_badge && _badge.el) brow.appendChild(_badge.el); | |
| _overlay.appendChild(brow); | |
| const card = document.createElement("div"); | |
| card.style.cssText = "background:#0a1117;border:1px solid #1d2a36;border-radius:9px;padding:9px 10px;display:flex;flex-direction:column;gap:6px"; | |
| const chead = document.createElement("div"); | |
| chead.style.cssText = "display:flex;align-items:center;gap:8px;flex-wrap:wrap"; | |
| const dot = document.createElement("span"); | |
| dot.style.cssText = "width:9px;height:9px;border-radius:50%;background:#3af4c8;box-shadow:0 0 7px #3af4c8"; | |
| const nm = document.createElement("b"); | |
| nm.style.cssText = "font-size:12px;color:#3af4c8;letter-spacing:.3px"; | |
| nm.textContent = "context-ready \u00b7 correction-chain unroll"; | |
| chead.appendChild(dot); chead.appendChild(nm); | |
| card.appendChild(chead); | |
| const grid = document.createElement("div"); | |
| grid.style.cssText = "display:grid;grid-template-columns:1fr;gap:4px"; | |
| function kpiRow(id, label) { | |
| const r = document.createElement("div"); | |
| r.style.cssText = "display:flex;justify-content:space-between;gap:10px;font-size:11px"; | |
| const l = document.createElement("span"); l.style.cssText = "color:#9fb1bf"; l.textContent = label; | |
| const v = document.createElement("b"); | |
| v.id = id; | |
| v.style.cssText = "font-variant-numeric:tabular-nums;color:#eef3f6;text-align:right;max-width:56%"; | |
| v.textContent = "\u2014"; | |
| _el[id] = v; | |
| r.appendChild(l); r.appendChild(v); return r; | |
| } | |
| grid.appendChild(kpiRow("cr-dims", "sequence (L \u00d7 d), block depth D")); | |
| grid.appendChild(kpiRow("cr-k", "unroll steps K")); | |
| grid.appendChild(kpiRow("cr-pplfin", "PPL-proxy \u2014 parallel K-unroll (MEASURED)")); | |
| grid.appendChild(kpiRow("cr-pplseq", "PPL-proxy \u2014 sequential recurrence")); | |
| grid.appendChild(kpiRow("cr-gap", "seq-vs-parallel gap (\u2248 0)")); | |
| grid.appendChild(kpiRow("cr-resid", "hidden residual @ K (settling)")); | |
| grid.appendChild(kpiRow("cr-levels", "pointer-chasing levels")); | |
| grid.appendChild(kpiRow("cr-solvk0", "levels solved \u2014 naive K=0 (staircase)")); | |
| grid.appendChild(kpiRow("cr-solvkk", "levels solved \u2014 context-ready K-unroll")); | |
| grid.appendChild(kpiRow("cr-label", "honesty label")); | |
| card.appendChild(grid); | |
| const fn = document.createElement("div"); | |
| fn.style.cssText = "font-size:9.5px;color:#6b7a86;line-height:1.5"; | |
| fn.textContent = "Context-Ready Transformer \u2014 Mahesh Godavarti, \u201cThe Context-Ready Transformer\u201d arXiv:2606.27538 (arxiv.org/abs/2606.27538). MODELED \u00b7 correction-chain demo on a toy sequence, not a trained transformer; no A100 speedups or dataset PPL reproduced."; | |
| card.appendChild(fn); | |
| _overlay.appendChild(card); | |
| const pl = document.createElement("button"); | |
| pl.textContent = "\u25d1 what this means"; | |
| pl.title = "Toggle plain-language explanation for investors & consumers."; | |
| pl.style.cssText = "font:11px ui-monospace,monospace;padding:5px 11px;border-radius:7px;border:1px solid #3af4c8;background:#08140f;color:#3af4c8;cursor:pointer;width:fit-content"; | |
| pl.addEventListener("click", () => { | |
| _plain = !_plain; | |
| pl.style.background = _plain ? "#0f2a20" : "#08140f"; | |
| _applyPlain(); | |
| }); | |
| _overlay.appendChild(pl); | |
| const pd = document.createElement("div"); | |
| pd.id = "cr-plain"; | |
| pd.style.cssText = "font-size:10.5px;color:#c9d6df;line-height:1.55;border:1px dashed #26333f;border-radius:7px;padding:7px 9px;display:none"; | |
| _el["plain"] = pd; | |
| _overlay.appendChild(pd); | |
| // Fold the legacy panel into the shared showcase overlay (surfaces/_showcase.js): | |
| // title + live badge + doctrine legend live in the always-visible chrome; the | |
| // descriptive text + KPI card become the collapsible body so the 3D scene is the star. | |
| _show = createShowcase(_ctx, { | |
| id: ID, title: TITLE, accent: "#5b8dee", | |
| badge: _badge, | |
| legend: true, | |
| }); | |
| _overlay.style.position = "static"; | |
| _overlay.style.left = _overlay.style.top = "auto"; | |
| _overlay.style.maxWidth = "none"; | |
| _overlay.style.font = "inherit"; | |
| if (_overlay.firstChild) _overlay.removeChild(_overlay.firstChild); // drop duplicate title | |
| _show.body.appendChild(_overlay); | |
| _paintOverlay(); | |
| } | |
| function _applyPlain() { | |
| const pd = _el["plain"]; | |
| if (!pd) return; | |
| pd.style.display = _plain ? "block" : "none"; | |
| if (!_plain) return; | |
| const k = S.K != null ? String(S.K) : "loading\u2026"; | |
| const gap = S.gap != null ? S.gap.toFixed(4) : "loading\u2026"; | |
| const s0 = S.solvedK0 != null ? String(S.solvedK0) : "loading\u2026"; | |
| const sk = S.solvedKK != null ? String(S.solvedKK) : "loading\u2026"; | |
| const lv = S.levels != null ? String(S.levels) : "loading\u2026"; | |
| pd.innerHTML = | |
| "<b>What this means:</b> Normally a language model must read a word, then run it through several thick layers " + | |
| "to figure out what it means <i>in context</i>. The Context-Ready Transformer does the opposite: before a word " + | |
| "even enters the block, it <b>pre-mixes</b> in a short summary of everything that came before \u2014 so the word " + | |
| "arrives already \u201ccontext-ready.\u201d To train it, that mixing step is <b>repeated K times</b> across the whole " + | |
| "sentence at once (here K=<b>" + k + "</b>). We watch a settling number (a perplexity stand-in) drop toward 1.0 " + | |
| "as the repeats converge, and confirm that doing it one-word-at-a-time (like a live chatbot) gives the <b>same</b> " + | |
| "answer \u2014 the difference here is just <b>" + gap + "</b>. On a \u201cfollow-the-pointer\u201d puzzle with <b>" + lv + | |
| "</b> chained hops, a naive single pass solves only <b>" + s0 + "</b>, but the repeated correction solves <b>" + sk + | |
| "</b> of them. This view is a <b>MODELED</b> deterministic reproduction of that MECHANISM on a tiny synthetic " + | |
| "sequence \u2014 it <b>trains no model</b> and runs no GPU. The paper\u2019s headline results \u2014 a 1.7\u00d7\u20132.6\u00d7 " + | |
| "speedup on an A100 and its dataset perplexity numbers \u2014 are <b>claims about real training runs</b> the " + | |
| "estate does not independently verify."; | |
| } | |
| function _tok(s) { | |
| if (s === "live") return null; | |
| if (s === "missing") return "NO-LIVE-DATA"; | |
| if (s === "degraded") return "DEGRADED"; | |
| if (s === "error") return "OFFLINE"; | |
| return "\u2026"; | |
| } | |
| function fx(v, d) { return typeof v === "number" ? v.toFixed(d) : "\u2014"; } | |
| function _set(id, v) { if (_el[id]) _el[id].textContent = v; } | |
| function _paintOverlay() { | |
| const t = _tok(S.state); | |
| _set("cr-dims", t || ((S.L != null && S.d != null && S.D != null) ? (S.L + " \u00d7 " + S.d + ", D=" + S.D) : "\u2014")); | |
| _set("cr-k", t || (S.K != null ? String(S.K) : "\u2014")); | |
| _set("cr-pplfin", t || fx(S.pplFinal, 4)); | |
| _set("cr-pplseq", t || fx(S.pplSeq, 4)); | |
| _set("cr-gap", t || fx(S.gap, 4)); | |
| _set("cr-resid", t || fx(S.residFin, 5)); | |
| _set("cr-levels", t || (S.levels != null ? String(S.levels) : "\u2014")); | |
| _set("cr-solvk0", t || (S.solvedK0 != null ? String(S.solvedK0) : "\u2014")); | |
| _set("cr-solvkk", t || (S.solvedKK != null ? String(S.solvedKK) : "\u2014")); | |
| // honesty label verbatim — never upgraded | |
| _set("cr-label", t || (S.label || "MODELED")); | |
| if (_plain) _applyPlain(); | |
| } | |
| // ============================================================================= | |
| // unmount — clean up everything; must not affect other organs | |
| // ============================================================================= | |
| export function unmount() { | |
| _polls.forEach((p) => { try { p.stop(); } catch (_) {} }); _polls = []; | |
| try { if (_show) _show.destroy(); } catch (_) {} | |
| try { | |
| if (_group && _stage) { | |
| _group.traverse((o) => { | |
| if (o.geometry && o.geometry.dispose) o.geometry.dispose(); | |
| if (o.material) { | |
| const ms = Array.isArray(o.material) ? o.material : [o.material]; | |
| ms.forEach((m) => { if (m.dispose) m.dispose(); }); | |
| } | |
| }); | |
| _stage.scene.remove(_group); | |
| } | |
| } catch (_) {} | |
| _group = _overlay = _show = null; | |
| _floor = null; | |
| _pplBars = []; _pplGroup = null; | |
| _tilesK0 = []; _tilesKK = []; _ladGroup = null; | |
| _barGap = null; _gapGroup = null; | |
| _el = {}; _badge = null; _plain = false; _frameReg = false; | |
| _stage = _THREE = _ctx = null; | |
| S.label = S.L = S.d = S.D = S.K = S.levels = null; | |
| S.pplPerK = S.pplFinal = S.pplSeq = S.gap = S.residFin = null; | |
| S.solvedK0 = S.solvedKK = S.maskK0 = S.maskKK = null; | |
| S.state = "init"; | |
| } | |
| export default { id: ID, title: TITLE, endpoints: [EP], mount, unmount }; | |