feat: add DeepSeek Chat behavior evidence

2026-07-29 22:47:03 +08:00
parent b615224798
commit 96443d4dfc
18 changed files with 35709 additions and 34 deletions
@@ -0,0 +1,278 @@
+import { createHash } from "node:crypto";
+import { readFileSync, statSync, writeFileSync } from "node:fs";
+import { resolve } from "node:path";
+
+const root = resolve(import.meta.dirname, "..");
+const formalPath = resolve(
+  root,
+  "src/data/deepseek-v2-lite-chat-behavior.json",
+);
+const reproPath = resolve(
+  root,
+  "src/data/deepseek-v2-lite-chat-behavior-repro-1pd.json",
+);
+const outputPath = resolve(
+  root,
+  "src/data/deepseek-v2-lite-chat-behavior-compact.json",
+);
+
+const sha256 = (path) => createHash("sha256")
+  .update(readFileSync(path))
+  .digest("hex");
+
+const formal = JSON.parse(readFileSync(formalPath, "utf8"));
+const repro = JSON.parse(readFileSync(reproPath, "utf8"));
+const formalSha256 = sha256(formalPath);
+const reproSha256 = sha256(reproPath);
+
+const formalOutputByKey = new Map(
+  formal.sources.flatMap((source) => source.outputs.map((output) => [
+    `${source.id}\0${output.condition}`,
+    { source, output },
+  ])),
+);
+const reproduction = {
+  sources: repro.sources.length,
+  cells: 0,
+  promptHashExact: 0,
+  generatedTokenIdsExact: 0,
+  generatedTextExact: 0,
+  eosStateExact: 0,
+};
+for (const source of repro.sources) {
+  for (const output of source.outputs) {
+    const key = `${source.id}\0${output.condition}`;
+    const reference = formalOutputByKey.get(key);
+    if (!reference) throw new Error(`formal output missing: ${key}`);
+    reproduction.cells += 1;
+    reproduction.promptHashExact += (
+      reference.output.prompt_token_ids_sha256
+      === output.prompt_token_ids_sha256
+    );
+    reproduction.generatedTokenIdsExact += (
+      JSON.stringify(reference.output.generated_token_ids)
+      === JSON.stringify(output.generated_token_ids)
+    );
+    reproduction.generatedTextExact += (
+      reference.output.text === output.text
+    );
+    reproduction.eosStateExact += (
+      reference.output.hit_eos === output.hit_eos
+    );
+  }
+}
+if (
+  reproduction.cells !== 32
+  || reproduction.promptHashExact !== reproduction.cells
+  || reproduction.generatedTokenIdsExact !== reproduction.cells
+  || reproduction.generatedTextExact !== reproduction.cells
+  || reproduction.eosStateExact !== reproduction.cells
+) {
+  throw new Error(
+    `Chat behavior reproduction mismatch: ${JSON.stringify(reproduction)}`,
+  );
+}
+
+const formalModelHashes = Object.fromEntries(
+  Object.entries(formal.model.files).map(([name, value]) => [
+    name,
+    value.sha256,
+  ]),
+);
+const reproModelHashes = Object.fromEntries(
+  Object.entries(repro.model.files).map(([name, value]) => [
+    name,
+    value.sha256,
+  ]),
+);
+if (JSON.stringify(formalModelHashes) !== JSON.stringify(reproModelHashes)) {
+  throw new Error("formal and reproduction model-file hashes differ");
+}
+
+const conditions = formal.generation_contract.conditions;
+const edgeOrder = [
+  "system_eos",
+  "system_bos",
+  "system_x",
+  "system_period",
+  "bos_at_s0",
+  "bos_at_s1",
+  "x_at_s0",
+  "x_at_s1",
+  "period_at_s0",
+  "period_at_s1",
+];
+const edgeLabels = {
+  system_eos: "System on − off · EOS",
+  system_bos: "System on − off · BOS",
+  system_x: "System on − off · x",
+  system_period: "System on − off · 句点",
+  bos_at_s0: "BOS − EOS · system off",
+  bos_at_s1: "BOS − EOS · system on",
+  x_at_s0: "x − EOS · system off",
+  x_at_s1: "x − EOS · system on",
+  period_at_s0: "句点 − EOS · system off",
+  period_at_s1: "句点 − EOS · system on",
+};
+
+const compactOutput = (output) => ({
+  condition: output.condition,
+  factors: output.factors,
+  promptTokens: output.prompt_tokens,
+  leftPaddingTokens: output.left_padding_tokens,
+  promptTokenIdsSha256: output.prompt_token_ids_sha256,
+  generatedTokens: output.generated_tokens,
+  generatedTokenIdsSha256: output.generated_token_ids_sha256,
+  hitEos: output.hit_eos,
+  stoppedAtMaxNewTokens: output.stopped_at_max_new_tokens,
+  text: output.text,
+  textSha256: output.text_sha256,
+  taskScore: output.task_score,
+});
+
+const compact = {
+  schemaVersion: 1,
+  source: {
+    formalSha256,
+    reproSha256,
+    formalBytes: statSync(formalPath).size,
+    reproBytes: statSync(reproPath).size,
+    reproduction,
+  },
+  model: {
+    repo: formal.model.repo,
+    revision: formal.model.revision,
+    checkpointIdentity: formal.model.checkpoint_identity,
+    architecture: formal.model.architecture,
+    dtype: formal.model.dtype,
+    checkpointTensorBytes: formal.model.checkpoint_tensor_bytes,
+    shardFileBytesIncludingHeaders: (
+      formal.model.shard_file_bytes_including_headers
+    ),
+    allFilesSameRevision: (
+      formal.model.download_revision_contract.all_files_same_revision
+    ),
+    fileCount: Object.keys(formal.model.files).length,
+    fileHashes: formalModelHashes,
+  },
+  tokenizer: formal.tokenizer_contract,
+  sources: formal.sources.map((source) => ({
+    id: source.id,
+    domain: source.domain,
+    label: source.label,
+    withinDomainIndex: source.within_domain_index,
+    selectionRank: source.selection_rank,
+    sourceTextSha256: source.source_text_sha256,
+    sourceCharacters: source.source_characters,
+    sourceTokens: source.source_tokens,
+    promptTokensByCondition: source.prompt_tokens_by_condition,
+    batchPromptTokens: source.batch_prompt_tokens_after_left_padding,
+    batchPaddingSide: source.batch_padding_side,
+    outputs: source.outputs.map(compactOutput),
+  })),
+  contract: {
+    source: formal.source_contract,
+    conditions,
+    edgeOrder,
+    edgeLabels,
+    officialSerialization: (
+      formal.generation_contract.official_serialization
+    ),
+    decode: formal.generation_contract.decode,
+    doSample: formal.generation_contract.do_sample,
+    maxNewTokens: formal.generation_contract.max_new_tokens,
+    useCache: formal.generation_contract.use_cache,
+    batchPadding: formal.generation_contract.batch_padding,
+    counterfactualBoundary: (
+      formal.generation_contract.counterfactual_boundary
+    ),
+    officialGenerationConfigRecordedNotUsed: (
+      formal.generation_contract
+        .official_generation_config_recorded_not_used
+    ),
+  },
+  execution: {
+    python: formal.execution.python,
+    torch: formal.execution.torch,
+    transformers: formal.execution.transformers,
+    accelerate: formal.execution.accelerate,
+    safetensors: formal.execution.safetensors,
+    gpu: formal.execution.gpu,
+    gpuMemoryLimit: formal.execution.gpu_memory_limit,
+    cpuMemoryLimit: formal.execution.cpu_memory_limit,
+    inputDevice: formal.execution.input_device,
+    deviceMap: formal.execution.device_map,
+    parameterBytesByRuntimeParameterDevice: (
+      formal.execution.parameter_bytes_by_runtime_parameter_device
+    ),
+    parameterBytesByDtype: formal.execution.parameter_bytes_by_dtype,
+    offloadParameterDeviceNote: (
+      formal.execution.offload_parameter_device_note
+    ),
+    loadSeconds: formal.execution.load_seconds,
+    generationSeconds: formal.sources.reduce(
+      (sum, source) => sum + source.generation_seconds,
+      0,
+    ),
+    loadPeakCudaMemoryAllocatedBytes: (
+      formal.execution.load_peak_cuda_memory_allocated_bytes
+    ),
+    peakCudaMemoryAllocatedBytes: (
+      formal.execution.peak_cuda_memory_allocated_bytes
+    ),
+    processMaxRssKib: formal.execution.process_max_rss_kib,
+    officialSingleGpuBf16Requirement: (
+      formal.execution.official_single_gpu_bf16_requirement
+    ),
+    localSingleGpuCapacityMib: (
+      formal.execution.local_single_gpu_capacity_mib
+    ),
+    offloadRequiredByLocalCapacity: (
+      formal.execution.offload_required_by_local_capacity
+    ),
+  },
+  summary: {
+    aggregates: Object.fromEntries(
+      edgeOrder.map((edge) => [
+        edge,
+        formal.summary.aggregates[edge],
+      ]),
+    ),
+    aggregatesByDomain: formal.summary.aggregates_by_domain,
+    outputByCondition: formal.summary.output_by_condition,
+    taskByCondition: formal.summary.task_by_condition,
+    pairwise: Object.fromEntries(
+      edgeOrder.map((edge) => [
+        edge,
+        formal.summary.pairwise[edge],
+      ]),
+    ),
+    completedOutputs: formal.sources.reduce(
+      (sum, source) => sum + source.outputs.filter(
+        (output) => output.hit_eos,
+      ).length,
+      0,
+    ),
+    truncatedOutputs: formal.sources.reduce(
+      (sum, source) => sum + source.outputs.filter(
+        (output) => output.stopped_at_max_new_tokens,
+      ).length,
+      0,
+    ),
+  },
+  claimBoundary: formal.claim_boundary,
+};
+
+writeFileSync(
+  outputPath,
+  `${JSON.stringify(compact, null, 2)}\n`,
+  "utf8",
+);
+process.stdout.write(
+  `${outputPath}\n`
+  + `${formalSha256}\n`
+  + `${statSync(formalPath).size} bytes formal → `
+  + `${statSync(outputPath).size} bytes compact\n`
+  + `${reproduction.generatedTokenIdsExact}`
+  + ` / ${reproduction.cells} long-sequence cells exact\n`,
+);
@@ -76,6 +76,10 @@ const overview = await evaluate(`(() => ({
  artifactTabs: document.querySelectorAll("[data-artifact-tab]").length,
  artifactPanels: document.querySelectorAll("[data-artifact-panel]").length,
  artifactLayers: document.querySelectorAll(".layer-evidence > span").length,
+  behaviorTabs: document.querySelectorAll("[data-behavior-tab]").length,
+  behaviorPanels: document.querySelectorAll("[data-behavior-panel]").length,
+  behaviorSources: document.querySelectorAll("[data-behavior-source] option").length,
+  behaviorEdges: document.querySelectorAll("[data-behavior-map-edge]").length,
  branches: document.querySelectorAll(".branch-grid > a").length,
  followups: document.querySelectorAll(".lineage-row.followup").length,
  navLinks: document.querySelectorAll(".top-nav a").length,
@@ -803,6 +807,78 @@ await evaluate(`(() => {
 await pause(180);
 await screenshot("/tmp/llm-atlas-deepseek-artifact-desktop.png");

+const behavior = await evaluate(`(() => {
+  const root = document.querySelector("[data-behavior-lab]");
+  const readPair = () => ({
+    panel: root.querySelector("[data-behavior-panel]:not([hidden])").dataset.behaviorPanel,
+    source: root.querySelector("[data-behavior-source-id]").textContent.trim(),
+    domain: root.querySelector("[data-behavior-domain]").textContent.trim(),
+    exact: root.querySelector("[data-behavior-exact]").textContent.trim(),
+    prefix: root.querySelector("[data-behavior-prefix]").textContent.trim(),
+    edit: root.querySelector("[data-behavior-edit]").textContent.trim(),
+    similarity: root.querySelector("[data-behavior-similarity]").textContent.trim(),
+    conditions: [...root.querySelectorAll("[data-output-condition]")].map((node) => node.textContent.trim()),
+    statuses: [...root.querySelectorAll("[data-output-status]")].map((node) => node.textContent.trim()),
+    outputCharacters: [...root.querySelectorAll("[data-output-text]")].map((node) => node.textContent.length),
+  });
+  const initial = readPair();
+  const source = root.querySelector("[data-behavior-source]");
+  const edge = root.querySelector("[data-behavior-edge]");
+  source.value = "gsm8k/test/1069";
+  source.dispatchEvent(new Event("change", { bubbles: true }));
+  edge.value = "x_at_s1";
+  edge.dispatchEvent(new Event("change", { bubbles: true }));
+  const switched = readPair();
+  root.querySelector('[data-behavior-tab="map"]').click();
+  const map = root.querySelector("[data-behavior-map-domain]");
+  map.value = "math";
+  map.dispatchEvent(new Event("change", { bubbles: true }));
+  const mathMap = {
+    panel: root.querySelector("[data-behavior-panel]:not([hidden])").dataset.behaviorPanel,
+    rows: root.querySelectorAll("[data-behavior-map-edge]").length,
+    note: root.querySelector("[data-behavior-map-note]").textContent.trim(),
+    firstExact: root.querySelector("[data-behavior-map-edge] [data-map-exact]").textContent.trim(),
+    firstSimilarity: root.querySelector("[data-behavior-map-edge] [data-map-similarity]").textContent.trim(),
+  };
+  root.querySelector('[data-behavior-tab="execution"]').click();
+  const execution = {
+    panel: root.querySelector("[data-behavior-panel]:not([hidden])").dataset.behaviorPanel,
+    layers: root.querySelectorAll(".layer-device-map > span").length,
+    gpu: root.querySelectorAll(".layer-device-map > span.gpu").length,
+    cpu: root.querySelectorAll(".layer-device-map > span.cpu").length,
+    runtimeCards: root.querySelectorAll(".runtime-grid > article").length,
+  };
+  root.querySelector('[data-behavior-tab="boundary"]').click();
+  const boundary = {
+    panel: root.querySelector("[data-behavior-panel]:not([hidden])").dataset.behaviorPanel,
+    ladder: root.querySelectorAll(".evidence-ladder > article").length,
+    tokenCards: root.querySelectorAll(".token-contract > article").length,
+    reproCards: root.querySelectorAll(".repro-grid > article").length,
+    links: root.querySelectorAll(".artifact-links > a").length,
+    forbidden: root.querySelector(".forbidden-claims").textContent.replaceAll(/\\s+/g, " ").trim(),
+  };
+  const first = root.querySelector('[data-behavior-tab="pair"]');
+  first.focus();
+  first.dispatchEvent(new KeyboardEvent("keydown", { key: "ArrowRight", bubbles: true }));
+  return {
+    initial,
+    switched,
+    mathMap,
+    execution,
+    boundary,
+    keyboardSelected: root.querySelector('[data-behavior-tab][aria-selected="true"]').dataset.behaviorTab,
+    keyboardVisible: root.querySelector("[data-behavior-panel]:not([hidden])").dataset.behaviorPanel,
+  };
+})()`);
+await evaluate(`(() => {
+  const root = document.querySelector("[data-behavior-lab]");
+  root.querySelector('[data-behavior-tab="pair"]').click();
+  root.scrollIntoView({ block: "start", behavior: "instant" });
+  window.scrollBy(0, -82);
+})()`);
+await pause(180);
+await screenshot("/tmp/llm-atlas-deepseek-behavior-desktop.png");
+
 await navigate("/");
 const home = await evaluate(`(() => ({
  releaseCards: document.querySelectorAll(".release-card").length,
@@ -835,6 +911,7 @@ await navigate("/deepseek/");
 const mobile = await evaluate(`(() => {
  const root = document.querySelector("[data-deepseek-lab]");
  const artifact = document.querySelector("[data-dsv2-lab]");
+  const behavior = document.querySelector("[data-behavior-lab]");
  root.scrollIntoView({ block: "start", behavior: "instant" });
  const toggle = document.querySelector("#menu-toggle");
  toggle?.click();
@@ -845,6 +922,10 @@ const mobile = await evaluate(`(() => {
    mobileLinks: document.querySelectorAll("#mobile-nav a").length,
    tabs: root.querySelectorAll("[data-ds-tab]").length,
    artifactTabs: artifact.querySelectorAll("[data-artifact-tab]").length,
+    behaviorTabs: behavior.querySelectorAll("[data-behavior-tab]").length,
+    behaviorSources: behavior.querySelectorAll("[data-behavior-source] option").length,
+    behaviorEdges: behavior.querySelectorAll("[data-behavior-map-edge]").length,
+    behaviorDeviceCells: behavior.querySelectorAll(".layer-device-map > span").length,
    artifactHeatCells: artifact.querySelectorAll("[data-route-heatmap] > span").length,
    corpusCohorts: artifact.querySelectorAll("[data-corpus-cohort]").length,
    lengthDeltaCards: artifact.querySelectorAll("[data-length-delta-grid] > article").length,
@@ -894,7 +975,7 @@ const mobile = await evaluate(`(() => {
    roleBlockDomainCards: artifact.querySelectorAll("[data-role-block-domain-grid] > article").length,
    roleBlockDepthCells: artifact.querySelectorAll("[data-role-block-depth-map] > div > span").length,
    offenders: [...document.querySelectorAll("body *")]
-      .filter((node) => !node.closest(".paper-chain, .advantage-table, .precision-table, .mapping-table, [data-deepseek-lab], [data-dsv2-lab]"))
+      .filter((node) => !node.closest(".paper-chain, .advantage-table, .precision-table, .mapping-table, [data-deepseek-lab], [data-dsv2-lab], [data-behavior-lab]"))
      .filter((node) => node.getBoundingClientRect().right > document.documentElement.clientWidth + 1)
      .slice(0, 12)
      .map((node) => ({
@@ -1018,19 +1099,28 @@ await evaluate(`(() => {
 })()`);
 await pause(120);
 await screenshot("/tmp/llm-atlas-deepseek-role-block-results-mobile.png");
+await evaluate(`(() => {
+  const behavior = document.querySelector("[data-behavior-lab]");
+  behavior.querySelector('[data-behavior-tab="pair"]').click();
+  behavior.scrollIntoView({ block: "start", behavior: "instant" });
+  window.scrollBy(0, -70);
+})()`);
+await pause(180);
+await screenshot("/tmp/llm-atlas-deepseek-behavior-mobile.png");

-const report = { overview, capacity, cache, codesign, rl, artifactRoute, artifactLoad, artifactCache, artifactAbsorb, artifactCorpus, artifactTemplate, artifactHistory, artifactDistance, artifactBoundary, artifactRole, artifactSpecial, artifactRoleBlock, artifactEvidence, home, papers, mobile, exceptions };
+const report = { overview, capacity, cache, codesign, rl, artifactRoute, artifactLoad, artifactCache, artifactAbsorb, artifactCorpus, artifactTemplate, artifactHistory, artifactDistance, artifactBoundary, artifactRole, artifactSpecial, artifactRoleBlock, artifactEvidence, behavior, home, papers, mobile, exceptions };
 console.log(JSON.stringify(report, null, 2));

 const numeric = (text) => Number.parseFloat(text.replaceAll(",", ""));
 const failures = [];
 if (!overview.title.includes("为什么转向")) failures.push("专题标题异常");
-if (overview.sections !== 26 || overview.tocLinks !== 26) failures.push("二十五个编号专题加阅读链的目录结构异常");
+if (overview.sections !== 27 || overview.tocLinks !== 27) failures.push("二十六个编号专题加阅读链的目录结构异常");
 if (overview.ledgers !== 24 || overview.waves !== 10) failures.push("二十四张问题账或十次转向结构异常");
 if (overview.paperLinks !== 60 || overview.branches !== 5 || overview.followups !== 1) failures.push("论文链、旁支或公开后续标记异常");
 if (overview.labTabs !== 4 || overview.labPanels !== 4) failures.push("四联实验结构异常");
 if (overview.artifactTabs !== 13 || overview.artifactPanels !== 13 || overview.artifactLayers !== 27) failures.push("真实权重十三联实验结构异常");
-if (overview.heroLabs !== "17 个可操作实验") failures.push("DeepSeek 实验总数账异常");
+if (overview.behaviorTabs !== 4 || overview.behaviorPanels !== 4 || overview.behaviorSources !== 16 || overview.behaviorEdges !== 10) failures.push("Chat 行为实验结构异常");
+if (overview.heroLabs !== "18 个可操作实验") failures.push("DeepSeek 实验总数账异常");
 if (overview.navLinks !== 20 || home.navLinks !== 20 || mobile.mobileLinks !== 20 || overview.activeNav !== "DeepSeek") failures.push("全站导航未同步 DeepSeek");
 if (overview.documentOverflow > 1 || mobile.documentOverflow > 1) failures.push("桌面或移动端存在文档级横向溢出");
 if (capacity.initial.panel !== "capacity" || capacity.initial.total !== "32.1× FFN" || capacity.initial.active !== "1.13× FFN") failures.push("V3 稀疏容量初始账异常");
@@ -1117,9 +1207,15 @@ if (artifactRoleBlock.layer1Head.batchValues.join("|") !== "512 / 512|368 / 512|
 if (artifactEvidence.panel !== "evidence" || artifactEvidence.layers !== 27 || artifactEvidence.executed !== 7 || artifactEvidence.split !== 1 || artifactEvidence.unloaded !== 19 || artifactEvidence.exact !== "31 / 31") failures.push("真实工件执行边界或复跑闸门异常");
 if (!artifactEvidence.dependency.includes("Transformers 5.5") || !artifactEvidence.dependency.includes("4.41.2") || !artifactEvidence.boundary.includes("完整 27 层生成")) failures.push("依赖版本或未覆盖边界异常");
 if (artifactEvidence.keyboardSelected !== "load" || artifactEvidence.keyboardVisible !== "load") failures.push("真实工件实验键盘 tab 导航异常");
+if (behavior.initial.panel !== "pair" || behavior.initial.source !== "wikitext2/raw-validation/0443" || behavior.initial.conditions.join("|") !== "S0 · EOS|S1 · EOS" || behavior.initial.exact !== "DIVERGED" || behavior.initial.prefix !== "63" || behavior.initial.edit !== "33" || behavior.initial.similarity !== "74.2%") failures.push("Chat 行为逐格输出初值异常");
+if (behavior.switched.domain !== "Grade-school math" || behavior.switched.conditions.join("|") !== "S1 · EOS|S1 · x" || behavior.switched.exact !== "DIVERGED" || behavior.switched.outputCharacters.some((value) => value < 100)) failures.push("Chat 行为 source / contrast 切换异常");
+if (behavior.mathMap.panel !== "map" || behavior.mathMap.rows !== 10 || !behavior.mathMap.note.includes("GSM8K") || behavior.mathMap.firstExact !== "2 / 4" || behavior.mathMap.firstSimilarity !== "84.0%") failures.push("Chat 行为分域分叉地图异常");
+if (behavior.execution.panel !== "execution" || behavior.execution.layers !== 29 || behavior.execution.gpu !== 25 || behavior.execution.cpu !== 4 || behavior.execution.runtimeCards !== 4) failures.push("Chat BF16 GPU / CPU offload 设备图异常");
+if (behavior.boundary.panel !== "boundary" || behavior.boundary.ladder !== 3 || behavior.boundary.tokenCards !== 4 || behavior.boundary.reproCards !== 4 || behavior.boundary.links !== 3 || !behavior.boundary.forbidden.includes("route TV")) failures.push("Chat 行为证据阶梯或限制异常");
+if (behavior.keyboardSelected !== "map" || behavior.keyboardVisible !== "map") failures.push("Chat 行为实验键盘 tab 导航异常");
 if (home.releaseCards !== 17 || !home.firstRelease.includes("47 页不再压成摘要") || home.firstHref !== "/k3/" || home.paperCount !== "486") failures.push("首页 DeepSeek 首发入口或论文数异常");
 if (papers.total !== 486 || !papers.hasFilter || papers.visible < 20 || !papers.hasCoder || !papers.hasEngram) failures.push("论文库 DeepSeek 聚光异常");
-if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 4 || mobile.artifactTabs !== 13 || mobile.artifactHeatCells !== 64 || mobile.corpusCohorts !== 3 || mobile.lengthDeltaCards !== 4 || mobile.templateLayers !== 6 || mobile.templateScopes !== 2 || mobile.templateModes !== 2 || mobile.templateDomainCards !== 4 || mobile.templateDepthCells !== 24 || mobile.historyLayers !== 6 || mobile.historyScopes !== 2 || mobile.historyModes !== 2 || mobile.historyEffects !== 3 || mobile.historyDomainCards !== 4 || mobile.historyDepthCells !== 24 || mobile.distanceLayers !== 6 || mobile.distanceScopes !== 2 || mobile.distanceModes !== 2 || mobile.distanceContrasts !== 2 || mobile.distanceDomainCards !== 4 || mobile.distanceDepthCells !== 24 || mobile.boundaryLayers !== 6 || mobile.boundaryScopes !== 2 || mobile.boundaryModes !== 2 || mobile.boundaryContrasts !== 3 || mobile.boundaryTokenCards !== 4 || mobile.boundaryDomainCards !== 4 || mobile.boundaryDepthCells !== 24 || mobile.roleLayers !== 6 || mobile.roleScopes !== 2 || mobile.roleModes !== 2 || mobile.roleContrasts !== 3 || mobile.roleLevelCards !== 4 || mobile.roleDomainCards !== 4 || mobile.roleDepthCells !== 24 || mobile.specialLayers !== 6 || mobile.specialScopes !== 2 || mobile.specialModes !== 2 || mobile.specialContrasts !== 4 || mobile.specialTokenCards !== 4 || mobile.specialDomainCards !== 4 || mobile.specialDepthCells !== 24 || mobile.roleBlockLayers !== 6 || mobile.roleBlockScopes !== 2 || mobile.roleBlockModes !== 2 || mobile.roleBlockEffects !== 3 || mobile.roleBlockMatrixCards !== 4 || mobile.roleBlockDomainCards !== 4 || mobile.roleBlockDepthCells !== 24) failures.push("移动端导航或实验异常");
+if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 4 || mobile.artifactTabs !== 13 || mobile.behaviorTabs !== 4 || mobile.behaviorSources !== 16 || mobile.behaviorEdges !== 10 || mobile.behaviorDeviceCells !== 29 || mobile.artifactHeatCells !== 64 || mobile.corpusCohorts !== 3 || mobile.lengthDeltaCards !== 4 || mobile.templateLayers !== 6 || mobile.templateScopes !== 2 || mobile.templateModes !== 2 || mobile.templateDomainCards !== 4 || mobile.templateDepthCells !== 24 || mobile.historyLayers !== 6 || mobile.historyScopes !== 2 || mobile.historyModes !== 2 || mobile.historyEffects !== 3 || mobile.historyDomainCards !== 4 || mobile.historyDepthCells !== 24 || mobile.distanceLayers !== 6 || mobile.distanceScopes !== 2 || mobile.distanceModes !== 2 || mobile.distanceContrasts !== 2 || mobile.distanceDomainCards !== 4 || mobile.distanceDepthCells !== 24 || mobile.boundaryLayers !== 6 || mobile.boundaryScopes !== 2 || mobile.boundaryModes !== 2 || mobile.boundaryContrasts !== 3 || mobile.boundaryTokenCards !== 4 || mobile.boundaryDomainCards !== 4 || mobile.boundaryDepthCells !== 24 || mobile.roleLayers !== 6 || mobile.roleScopes !== 2 || mobile.roleModes !== 2 || mobile.roleContrasts !== 3 || mobile.roleLevelCards !== 4 || mobile.roleDomainCards !== 4 || mobile.roleDepthCells !== 24 || mobile.specialLayers !== 6 || mobile.specialScopes !== 2 || mobile.specialModes !== 2 || mobile.specialContrasts !== 4 || mobile.specialTokenCards !== 4 || mobile.specialDomainCards !== 4 || mobile.specialDepthCells !== 24 || mobile.roleBlockLayers !== 6 || mobile.roleBlockScopes !== 2 || mobile.roleBlockModes !== 2 || mobile.roleBlockEffects !== 3 || mobile.roleBlockMatrixCards !== 4 || mobile.roleBlockDomainCards !== 4 || mobile.roleBlockDepthCells !== 24) failures.push("移动端导航或实验异常");
 if (mobile.offenders.length) failures.push(`移动端越界元素：${JSON.stringify(mobile.offenders)}`);
 if (exceptions.length) failures.push(`浏览器异常：${exceptions.join(" | ")}`);