{
  "docId": "019dd923-5e88-73ef-bd5c-fd5012384ae3",
  "docSlug": "bf350dd574c19997",
  "documentTitle": "2021 Air Street Capital The State of AI Report 2021",
  "authorId": "AirStreetCapital",
  "authorName": "Air Street Capital",
  "documentKindSlug": "consulting-deck",
  "documentKindLabel": "Consulting deck",
  "sourceTypeSlug": "vc_research",
  "sourceTypeLabel": "VC research",
  "presentationDate": null,
  "orientation": "landscape",
  "aspectRatio": 1.777,
  "pageNumber": 84,
  "pageCount": 188,
  "prevPage": 83,
  "nextPage": 85,
  "slideType": "industry_trends",
  "function": "analyze_data",
  "density": "balanced",
  "nDataPoints": 40,
  "notes": "The chart tracks annual growth rates (%) from 2009 to 2018 for four categories: total students, applied sciences students, applied sciences professors, and total professors.",
  "elementsJson": [
    "headline_text",
    "paragraph",
    "line_chart"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5e88-73ef-bd5c-fd5012384ae3/84",
  "deckHref": "/decks/019dd923-5e88-73ef-bd5c-fd5012384ae3",
  "deckJsonHref": "/decks/019dd923-5e88-73ef-bd5c-fd5012384ae3.json",
  "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5c-fd5012384ae3#slide-84",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "In absolute numbers, 2018 saw circa 230k students vs 2.5k professors, suggesting that 1 professor advises 90-100 students. This is untenable.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd952-47c3-7407-8d2b-a987211e1474",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.45,
        "w": 0.75,
        "x": 0.18,
        "y": 0.42
      },
      "kind": "chart",
      "text": "Annual growth rate of students and professors (%) from 2009 to 2018",
      "attrs": null,
      "subkind": "line",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "cc98f6c4-50b4-4662-802d-c7c527dafbac",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "Annual growth rate: 90-100",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd952-47c3-7407-8d2b-ae84984bbaa1",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.9,
        "x": 0.05,
        "y": 0.22
      },
      "kind": "paragraph",
      "text": "In Germany, for example, student enrollment in applied sciences is growing >60% YoY (2018) whereas faculty growth in the same department and year is stagnating around 25% YoY. In absolute numbers, 2018 saw circa 230k students vs 2.5k professors.",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "2bed9bd8-7ba0-424c-9287-dc99e8a3f1e0",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.7,
        "x": 0.05,
        "y": 0.14
      },
      "kind": "title",
      "text": "Depletion of academic faculty and the worsening of faculty:student ratios",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "f18ef593-95e4-47a4-895a-c0ff274f5b44",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "Loss Aversion",
      "slug": "loss-aversion",
      "agent": "Storyteller",
      "layer": "block",
      "matchId": "019dd95a-1054-7078-98b6-c10ff4a538f6",
      "evidence": "Frames numbers as 'untenable' loss/risk.",
      "confidence": 60
    },
    {
      "name": "Action Titles",
      "slug": "action-titles",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-0fd5-7148-8ed1-6471511d813c",
      "evidence": "Title 'Depletion of academic faculty… faculty:student ratios'.",
      "confidence": 78
    },
    {
      "name": "Concrete Language",
      "slug": "concrete-language",
      "agent": "Storyteller",
      "layer": "slide",
      "matchId": "019dd95a-0fd5-7148-8ed1-6bbe32f9fe69",
      "evidence": "230k students vs 2.5k professors -> 1:90-100 ratio.",
      "confidence": 80
    }
  ],
  "frameworks": [],
  "arcBeats": [
    {
      "to": 152,
      "from": 5,
      "beatId": "019dd95a-0682-776c-8e35-0affbadec38e",
      "arcName": "The Triple Take",
      "arcSlug": "triple-take",
      "beatName": "The Facts (What)",
      "beatSlug": "triple-take-the-facts-what",
      "evidence": "Definitions p.5-6, Exec Summary p.7, then Sections 1-3 catalog evidence.",
      "position": 1,
      "confidence": 78,
      "parentBeatName": "Setup",
      "parentBeatSlug": "setup"
    },
    {
      "to": 152,
      "from": 10,
      "beatId": "019dd95a-0682-776c-8e35-1b3ee3a1c012",
      "arcName": "The Mountain",
      "arcSlug": "mountain",
      "beatName": "Rising Action",
      "beatSlug": "mountain-rising-action",
      "evidence": "Three sections accumulating evidence of accelerating progress.",
      "position": 2,
      "confidence": 55,
      "parentBeatName": "Development",
      "parentBeatSlug": "development"
    }
  ],
  "loops": [
    {
      "to": 88,
      "from": 81,
      "name": "Cost Of Inaction",
      "slug": "27-cost-of-inaction",
      "bestFor": "Urgent budget requests, compliance, risk mitigation",
      "matchId": "019dd95a-07fe-70ce-8d3d-6b46760cf6ad",
      "evidence": "De-democratisation, transitions to industry, faculty:student ratios, funding cuts, 88% Big Tech funding.",
      "position": 11,
      "objective": "Argue academic brain drain is unsustainable",
      "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
      "confidence": 78,
      "description": "Quantify what happens if the audience does nothing"
    }
  ],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}