{
  "docId": "019dd923-5e88-73ef-bd5c-f812573a947a",
  "docSlug": "eea7524c557036f4",
  "documentTitle": "2020 Air Street Capital The State of AI Report 2020",
  "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": 81,
  "pageCount": 177,
  "prevPage": 80,
  "nextPage": 82,
  "slideType": "industry_trends",
  "function": "analyze_data",
  "density": "dense",
  "nDataPoints": 2,
  "notes": "The chart uses Exponential Moving Averages (EMA) for the data series.",
  "elementsJson": [
    "headline_text",
    "line_chart"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5e88-73ef-bd5c-f812573a947a/81",
  "deckHref": "/decks/019dd923-5e88-73ef-bd5c-f812573a947a",
  "deckJsonHref": "/decks/019dd923-5e88-73ef-bd5c-f812573a947a.json",
  "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5c-f812573a947a#slide-81",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "Public job postings on LinkedIn that mention a deep learning framework were on a strong 2020 ramp up but took a hit due to COVID-19 since February 2020",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd952-47c5-73ac-aa67-91679d8fcaa8",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.5,
        "w": 0.75,
        "x": 0.15,
        "y": 0.35
      },
      "kind": "chart",
      "text": "Line chart showing job postings for TF/Keras and Pytorch over time",
      "attrs": null,
      "subkind": "line",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "6ce048ac-9ed3-4858-8788-62c392da8999",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.03,
        "w": 0.2,
        "x": 0.02,
        "y": 0.94
      },
      "kind": "disclaimer",
      "text": "Credit: François Chollet",
      "attrs": null,
      "subkind": null,
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "358950e5-05e5-49db-810c-b7c8ed679e12",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.03,
        "w": 0.45,
        "x": 0.26,
        "y": 0.385
      },
      "kind": "legend",
      "text": "TF | Keras (EMA) - Pytorch (EMA)",
      "attrs": null,
      "subkind": null,
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "c2d417e0-f925-4d8a-853a-6579cd9f0b3a",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "Job postings",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd952-47c5-73ac-aa67-97962d739ea5",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.08,
        "w": 0.95,
        "x": 0.02,
        "y": 0.21
      },
      "kind": "paragraph",
      "text": "Public job postings on LinkedIn that mention a deep learning framework were on a strong 2020 ramp up but took a hit due to COVID-19 since February 2020",
      "attrs": null,
      "subkind": "paragraph",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "9d321caf-79e7-4d22-8985-d8eacd664f35",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.04,
        "w": 0.75,
        "x": 0.02,
        "y": 0.14
      },
      "kind": "title",
      "text": "While hot, the AI talent market is not immune to the COVID-19 pandemic",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "1234a81e-e7b9-489b-82b3-c56171836af7",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "So What? Test",
      "slug": "so-what-test",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-0fd5-7148-8ecf-5ef0efa0c171",
      "evidence": "Callout ties COVID to LinkedIn posting drop.",
      "confidence": 70
    }
  ],
  "frameworks": [],
  "arcBeats": [
    {
      "to": 129,
      "from": 10,
      "beatId": "019dd95a-0682-776c-8e34-ed2a8f38a754",
      "arcName": "The Triple Take",
      "arcSlug": "triple-take",
      "beatName": "The Facts (What)",
      "beatSlug": "triple-take-the-facts-what",
      "evidence": "Research, Talent, Industry sections inventory what happened in AI in 2020.",
      "position": 1,
      "confidence": 60,
      "parentBeatName": "Setup",
      "parentBeatSlug": "setup"
    },
    {
      "to": 129,
      "from": 10,
      "beatId": "019dd95a-0682-776c-8e34-fc384f439bba",
      "arcName": "The Mountain",
      "arcSlug": "mountain",
      "beatName": "Rising Action",
      "beatSlug": "mountain-rising-action",
      "evidence": "Research, Talent and Industry sections build momentum of AI progress.",
      "position": 2,
      "confidence": 40,
      "parentBeatName": "Development",
      "parentBeatSlug": "development"
    }
  ],
  "loops": [
    {
      "to": 81,
      "from": 77,
      "name": "Benchmark Gap",
      "slug": "39-benchmark-gap",
      "bestFor": "Performance improvement, competitive analysis, target setting",
      "matchId": "019dd95a-07fe-70ce-8d3d-085e655f03be",
      "evidence": "Slide 80 explicitly: 3x more job postings than views; 79 expanding enrollment.",
      "position": 9,
      "objective": "Benchmark AI talent supply vs demand gap",
      "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
      "confidence": 65,
      "description": "Compare performance against best-in-class to quantify the opportunity"
    }
  ],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}