{
  "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": 82,
  "pageCount": 188,
  "prevPage": 81,
  "nextPage": 83,
  "slideType": "industry_trends",
  "function": "analyze_data",
  "density": "dense",
  "nDataPoints": 3,
  "notes": "Contains three distinct charts: a net flow area chart, a line chart of transition shares by university rank, and an interaction plot of citation rank over time.",
  "elementsJson": [
    "headline_text",
    "action_title",
    "paragraph",
    "area_chart",
    "line_chart",
    "scatter_plot",
    "footnote"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5e88-73ef-bd5c-fd5012384ae3/82",
  "deckHref": "/decks/019dd923-5e88-73ef-bd5c-fd5012384ae3",
  "deckJsonHref": "/decks/019dd923-5e88-73ef-bd5c-fd5012384ae3.json",
  "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5c-fd5012384ae3#slide-82",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "Researchers in deep learning with higher average impact papers from elite universities are more likely to transition into technology companies than their non-elite peers.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd952-47c3-7407-8d2b-e409a607ac34",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.3,
        "w": 0.3,
        "x": 0.05,
        "y": 0.45
      },
      "kind": "chart",
      "text": "Figure 5: Researcher transitions between education and industry (blue area) and industry and education (orange area). Net flow in black bars.",
      "attrs": null,
      "subkind": "area-stacked",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "0db98a26-14f2-4a77-8661-a276c9be045a",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.3,
        "w": 0.3,
        "x": 0.35,
        "y": 0.45
      },
      "kind": "chart",
      "text": "Figure 6: Share of all transitions from education to industry by year and position of university in Nature University ranking.",
      "attrs": null,
      "subkind": "line",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "5cfa22d4-5459-47c7-8392-8e0b01ee95e1",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.3,
        "w": 0.3,
        "x": 0.65,
        "y": 0.45
      },
      "kind": "chart",
      "text": "Figure 8: Interaction plot: Model (3), switcher * transited_t. Note this graph only depicts the over-time effect and not the constant effect of the switcher * transited interaction term.",
      "attrs": null,
      "subkind": "line",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "60d0cd6e-100b-4531-9014-29ed221cac08",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "Researcher transitions",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd952-47c3-7407-8d2b-e9feac7da55a",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.15,
        "w": 0.9,
        "x": 0.05,
        "y": 0.21
      },
      "kind": "paragraph",
      "text": "Researchers in deep learning with higher average impact papers from elite universities are more likely to transition into technology companies than their non-elite peers (middle chart). Early in their industry tenure, the citations of researchers increases and then steadily declines over the years (right chart). This suggests a depletion of academic impact (left chart).",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "d43fd0f8-22c9-447e-90fc-d3313d9ba6e2",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.8,
        "x": 0.05,
        "y": 0.14
      },
      "kind": "title",
      "text": "Academia to industry transitioning is increasingly popular amongst top universities",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "363d3b0a-4676-43f8-8aed-5b147fc9ad49",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [],
  "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
}