{
  "schema": "kbatch-world-axes-v1",
  "generated": "2026-08-10T12:30:00.000Z",
  "product": "ugrad.kbatch",
  "home": "https://ugrad.ai",
  "tool": "https://kbatch.ugrad.ai",
  "page": "https://kbatch.ugrad.ai/world-ranking",
  "worldLanguage": "https://kbatch.ugrad.ai/world-language",
  "langArena": "https://lang.ugrad.ai/charts/",
  "doctrine": "Own geometry spine; meet or beat public bars on every axis; always climb all axes — never park on one list. Sixth axis: all-world translation (lang.ugrad Arena). Leave collaboration slots for every top institution. Archival analysis always pairs RAW+STONE; movie fiction is labeled.",
  "rung": "R8.0-world-language-mt",
  "rungNote": "2026-08-10 · World-language mission hub · Lang Arena 18-lang Alice R1 board · sixth translation axis · kbatch↔lang.ugrad bridge · min 0.88 · mean climbing",
  "climbPolicy": {
    "alwaysAllAxes": true,
    "note": "User doctrine: always approve climb through all axes · best model for all world languages"
  },
  "axes": [
    {
      "id": 1,
      "key": "dictionaries",
      "name": "Dictionaries & word banks",
      "leaders": [
        "OED",
        "Wiktionary",
        "Merriam-Webster",
        "Collins",
        "Wordnik"
      ],
      "ourTarget": "#1 open geometry + sense-linked orthography atlas",
      "scoreToday": 0.96,
      "scoreTarget": 0.97,
      "status": "climbing",
      "dialedTo": "D6-catalog-lineage",
      "liveStrengths": [
        "11050+ CC-BY-SA Wiktionary glosses",
        "54M+ world spellings",
        "32-lang multi-layout analyzed",
        "Open corpus catalog · 19 packs · ≈138k rows · /catalog",
        "Myth · Names unified lab",
        "Living books PD + Declaration dense L01–L79 research packs",
        "Document lineage gitgraph v2 · 11 civilization trees · 79 nodes",
        "Site-wide History harness · research past→today",
        "path-geometry-panel + session trail on labs",
        "Dictionary card optional — never only geometry host",
        "MCP sense_lookup"
      ],
      "gaps": [
        "OED-depth etymology",
        "full multi-lang prose glosses"
      ],
      "nextMilestones": [
        "D6 white-label",
        "D6c full multi-lang gloss text"
      ],
      "pathways": "data/world-ranking/pathways/dictionaries.json",
      "labs": [
        "https://kbatch.ugrad.ai/",
        "https://kbatch.ugrad.ai/catalog",
        "https://kbatch.ugrad.ai/labs/myth-names",
        "https://kbatch.ugrad.ai/labs/living-books",
        "https://kbatch.ugrad.ai/labs/declaration-digital-edition/world.html"
      ]
    },
    {
      "id": 2,
      "key": "schools",
      "name": "Schools & language apps",
      "leaders": [
        "Duolingo",
        "Babbel",
        "Busuu",
        "Rosetta Stone"
      ],
      "ourTarget": "#1 geometry-first world classroom",
      "scoreToday": 0.92,
      "scoreTarget": 0.94,
      "status": "climbing",
      "dialedTo": "S5.7-cefr-dense",
      "liveStrengths": [
        "Dense CEFR school-skills dashboard (localStorage progress)",
        "full accreditation paths · grades · tests · careers",
        "local SRS + streaks",
        "district progress export/import JSON stub",
        "music-geometry path · staff ladder skills",
        "world-path courses · lang-tree pack navigator",
        "Rosetta full alphabets · writing systems lab",
        "Declaration educational PD · Letter-Grid classroom litmus",
        "honor seeds opt-in",
        "optional browser speech (S4)"
      ],
      "gaps": [
        "cloud accounts",
        "speech accuracy variance"
      ],
      "nextMilestones": [
        "S6 roster opt-in API",
        "S6 cloud sync"
      ],
      "pathways": "data/world-ranking/pathways/schools.json",
      "learn": "https://kbatch.ugrad.ai/learn"
    },
    {
      "id": 3,
      "key": "museums",
      "name": "Museums & heritage institutions",
      "leaders": [
        "British Library",
        "LOC",
        "BnF",
        "Smithsonian",
        "NARA",
        "Unicode"
      ],
      "ourTarget": "#1 embeddable script/path + archival codex resource",
      "scoreToday": 0.9,
      "scoreTarget": 0.93,
      "status": "resource-mode",
      "dialedTo": "M4.0-declaration-codex",
      "liveStrengths": [
        "17 exhibit kits · museum.html builder",
        "Declaration archival restoration · multi-layer RAW+STONE flip",
        "Letter-Grid litmus · square line chunks · growth stair",
        "Cage-grade litmus · FACT/FICTION/STONE_TRAP · agent verify()",
        "Dense research lines L01–L79 · full glyph/word packs · parentEngrossed map",
        "Document lineage · engrossed · Stone · world instruments matrix",
        "Edition toolbox nav (Restore · Litmus · Research · Craft)",
        "Codex Regius deep-zoom samples · iframe embed",
        "AnCEstory history atlas (11k open nodes) · progressive load",
        "honor ethics · CRM outreach slots · slim /embed/path"
      ],
      "gaps": [
        "signed MOUs",
        "on-site kiosk deploy pack"
      ],
      "nextMilestones": [
        "M4 signed MOU pilot",
        "M4.1 NARA-style exhibit handoff kit"
      ],
      "pathways": "data/world-ranking/pathways/museums.json",
      "page": "https://kbatch.ugrad.ai/museum",
      "labs": [
        "https://kbatch.ugrad.ai/labs/declaration-digital-edition/",
        "https://kbatch.ugrad.ai/labs/declaration-digital-edition/cage-litmus",
        "https://kbatch.ugrad.ai/labs/declaration-digital-edition/letter-grid",
        "https://kbatch.ugrad.ai/labs/ancestory"
      ],
      "note": "Cage-grade requires RAW+STONE pairing · fiction labeled · no lemon-juice methods on real objects"
    },
    {
      "id": 4,
      "key": "typing",
      "name": "Typing / HCI / steno-adjacent",
      "leaders": [
        "Monkeytype",
        "Keybr",
        "Plover",
        "TypeRacer"
      ],
      "ourTarget": "#1 multi-layout world typing lab",
      "scoreToday": 0.91,
      "scoreTarget": 0.95,
      "status": "climbing",
      "dialedTo": "T4.1-site-chrome",
      "liveStrengths": [
        "arena modes live",
        "world-lang packs",
        "layout-race · strain-cap · 15 layouts",
        "T3 local board",
        "T4 mobile: safe-area · sticky actions · 44px targets · PWA shortcuts",
        "inline path geometry on finish",
        "site-nav stack under title · content-column gutters cross-platform",
        "History harness sticky under chrome on every surface"
      ],
      "gaps": [
        "cloud leaderboards"
      ],
      "nextMilestones": [
        "T5 cloud board"
      ],
      "pathways": "data/world-ranking/pathways/typing.json",
      "arena": "https://kbatch.ugrad.ai/labs/typing"
    },
    {
      "id": 5,
      "key": "music",
      "name": "Music platforms & rights-accredited lyric geometry",
      "leaders": [
        "Spotify",
        "Apple",
        "Amazon",
        "Tidal",
        "LyricFind"
      ],
      "ourTarget": "#1 accredited geometry counterpart under licensed rails",
      "scoreToday": 0.89,
      "scoreTarget": 0.91,
      "status": "rights-path",
      "dialedTo": "R4.7-song-lineage",
      "liveStrengths": [
        "1141 title-path",
        "8 PD scrub",
        "token sandbox · BMI/ASCAP rails",
        "staff catalogue 400+",
        "L0–L7 sound→language ladder",
        "MG note wheel L1–L5 pitch pipe",
        "Learn music-geometry ↔ staff deep-links",
        "Song · chant · anthem lineage tree (metadata · no lyric pirate)",
        "R4 partner badge path"
      ],
      "gaps": [
        "production platform keys"
      ],
      "nextMilestones": [
        "R4 signed partner",
        "R5 live keys"
      ],
      "pathways": "data/world-ranking/pathways/music.json",
      "lab": "https://kbatch.ugrad.ai/labs/music-staff",
      "rights": "data/music-rights/"
    },
    {
      "id": 6,
      "key": "translation",
      "name": "All-world translation · MT fidelity",
      "leaders": [
        "Google Translate",
        "DeepL",
        "NLLB",
        "MADLAD",
        "OpenAI / frontier MT"
      ],
      "ourTarget": "#1 open multi-signal world MT + geometry-checked meaning",
      "scoreToday": 0.88,
      "scoreTarget": 0.94,
      "status": "climbing",
      "dialedTo": "WL1.0-arena-bridge",
      "liveStrengths": [
        "Lang Arena charts · 18-lang Alice R1 multi-signal board",
        "semantic fidelity 88% · fluency 86% on complete pairs",
        "zen multi-output · offline qwen3:8b · edge m2m100",
        "Alice pairs_complete train pack · T0–T3 semantic bands",
        "KBatch concept mesh · Rubik language stair · rosetta scripts",
        "World-language mission hub · for-ai + eval bridge"
      ],
      "gaps": [
        "COMET-QE live on all seats",
        "full zen 23+ COMET published",
        "NLLB/MADLAD offline weights",
        "hard-pair teacher (optional Kimi cloud)"
      ],
      "nextMilestones": [
        "WL1.1 COMET-QE on Alice complete",
        "WL1.2 density-balanced train curriculum",
        "WL2 concept_solve ↔ MT fanout check"
      ],
      "pathways": "data/world-language/manifest.json",
      "page": "https://kbatch.ugrad.ai/world-language",
      "labs": [
        "https://lang.ugrad.ai/charts/",
        "https://lang.ugrad.ai/zen.html",
        "https://lang.ugrad.ai/data/language/alice-mt-analysis/",
        "https://kbatch.ugrad.ai/dojo/",
        "https://kbatch.ugrad.ai/labs/rosetta",
        "https://kbatch.ugrad.ai/labs/lang-tree"
      ]
    }
  ],
  "nicheLead": {
    "key": "path-geometry",
    "name": "Multi-layout orthography path geometry",
    "scoreToday": 0.97,
    "scoreTarget": 0.99,
    "note": "Spine under all five axes · site-nav under title · History harness · Declaration path craft · Dictionary card optional"
  },
  "typicalProductBars": {
    "ux": 0.86,
    "reliability": 0.88,
    "mobile": 0.78,
    "accounts": 0.58,
    "docs": 0.88,
    "agentApi": 0.91,
    "siteNav": 0.96,
    "archivalLitmus": 0.95,
    "target": 0.9,
    "note": "Nav stack · catalog fix · Cage litmus agent hook · progressive AnCEstory · cloud accounts still planned"
  },
  "sessionShipped": [
    "World-language mission hub /world-language + manifest",
    "Sixth axis · translation / all-world MT (WL1.0-arena-bridge)",
    "Lang Arena board mirrored · kbatch ↔ lang.ugrad.ai/charts",
    "Alice R1 18-lang multi-signal Arena% (slip · understanding)",
    "Site-nav World lang · mesh · for-ai bridge cards",
    "Declaration Letter-Grid + Cage-grade litmus (live + Grok 100% cage)",
    "Dense research lines L01–L79 · parentEngrossed map",
    "Document lineage v2 · 11 trees · non-overlap gitgraph titles",
    "Edition toolbox nav · Restore / Litmus / Research / Craft",
    "Catalog pretty-URL fix (no 308 loop)",
    "AnCEstory progressive load · 10MB atlas background",
    "Site-nav under title · shared content column gutters",
    "World axes R8.0 + For AI / LLM train refresh"
  ],
  "colossusPipe": {
    "include": [
      "axes",
      "pathways",
      "collaborators",
      "senses",
      "musicRights",
      "museum",
      "worldPath",
      "glyphSteno",
      "declarationLineage",
      "cageLitmus"
    ],
    "browser": "window.kbatchDict.colossusFull()",
    "mcp": "kbatch_colossus"
  },
  "aiSurfaces": {
    "forAi": "https://kbatch.ugrad.ai/for-ai",
    "trainPack": "https://kbatch.ugrad.ai/data/llm/train-pack.json",
    "systemPrompt": "https://kbatch.ugrad.ai/data/llm/system-prompt.md",
    "cageLitmus": "https://kbatch.ugrad.ai/labs/declaration-digital-edition/cage-litmus",
    "cageQuiz": "https://kbatch.ugrad.ai/data/declaration/cage-litmus-quiz.json",
    "letterGrid": "https://kbatch.ugrad.ai/labs/declaration-digital-edition/letter-grid",
    "lineage": "https://kbatch.ugrad.ai/data/declaration/document-lineage.json",
    "catalog": "https://kbatch.ugrad.ai/catalog",
    "axes": "https://kbatch.ugrad.ai/data/world-ranking/axes.json",
    "worldLanguage": "https://kbatch.ugrad.ai/world-language",
    "worldLanguageManifest": "https://kbatch.ugrad.ai/data/world-language/manifest.json",
    "langArena": "https://lang.ugrad.ai/charts/",
    "langArenaBoard": "https://lang.ugrad.ai/data/language/arena-lang-board.json",
    "langZen": "https://lang.ugrad.ai/zen.html",
    "aliceMt": "https://lang.ugrad.ai/data/language/alice-mt-analysis/"
  }
}