{
  "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": 7,
  "pageCount": 177,
  "prevPage": 6,
  "nextPage": 8,
  "slideType": "executive_summary",
  "function": "summarize",
  "density": "dense",
  "nDataPoints": 1,
  "notes": "The slide uses a structured list format to categorize insights into four distinct pillars.",
  "elementsJson": [
    "bullet_list"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5e88-73ef-bd5c-f812573a947a/7",
  "deckHref": "/decks/019dd923-5e88-73ef-bd5c-f812573a947a",
  "deckJsonHref": "/decks/019dd923-5e88-73ef-bd5c-f812573a947a.json",
  "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5c-f812573a947a#slide-7",
  "components": [
    {
      "bbox": {
        "h": 0.2,
        "w": 0.9,
        "x": 0.05,
        "y": 0.6
      },
      "kind": "list",
      "text": "Industry: The first trial of an AI-discovered drug begins in Japan and the first US medical reimbursement for AI-based imaging procedure is granted. Self-driving car mileage remains microscopic and open sourcing of data grows to crowdsource new solutions. Google, Graphcore, and NVIDIA continue to make major advances in their AI hardware platforms. NLP applications in industry continue to expand their footprint and are implemented in Google Search and Microsoft Bing.",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "076feb2b-5d9c-482c-898c-c52437c814c8",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.2,
        "w": 0.9,
        "x": 0.05,
        "y": 0.4
      },
      "kind": "list",
      "text": "Talent: American institutions and corporations further their dominance of major academic conference papers acceptances. Multiple new institutions of higher education dedicated to AI are formed. Corporate-driven academic brain drain is significant and appears to negatively impact entrepreneurship. US AI ecosystem is fuelled by foreign talent and the contribution of researchers educated in China to world-class papers is clear.",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "35f9931e-0e74-4a9b-bec8-77ba3feb395a",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.25,
        "w": 0.9,
        "x": 0.05,
        "y": 0.2
      },
      "kind": "list",
      "text": "Research: A new generation of transformer language models are unlocking new NLP use-cases. Huge models, large companies and massive training costs dominate the hottest area of AI today: Natural Language Processing. Biology is experiencing its “AI moment”: From medical imaging, genetics, proteomics, chemistry to drug discovery. AI is mostly closed source: Only 15% of papers publish their code, which harms accountability and reproducibility in AI.",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "68c04e98-b803-40fa-8e55-c6da4f3958e6",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.15,
        "w": 0.9,
        "x": 0.05,
        "y": 0.8
      },
      "kind": "list",
      "text": "Politics: After two wrongful arrests involving facial recognition, ethical risks that researchers have been warning about come into sharp focus. Semiconductor companies continue to grow in geopolitical significance, particularly Taiwan’s TSMC. The US Military is absorbing AI progress from academia and industry labs. Nations pass laws to let them scrutinize foreign takeovers of AI companies and the UK’s Arm will be a key test.",
      "attrs": null,
      "subkind": "bullet",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "c2b3b41e-63c7-4b2c-812a-73f9115ed5fe",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.25,
        "x": 0.05,
        "y": 0.14
      },
      "kind": "title",
      "text": "Executive Summary",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "92ce276f-f706-43d7-966c-215bb05a4289",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "Chunking",
      "slug": "chunking",
      "agent": "Architect",
      "layer": "loop",
      "matchId": "019dd95a-0fd5-7148-8ece-012633b6d15c",
      "evidence": "Bullets chunked under Research/Talent/Industry/Politics headers.",
      "confidence": 80
    },
    {
      "name": "Action Titles",
      "slug": "action-titles",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-0fd5-7148-8ecd-fda0baa96ded",
      "evidence": "Title 'Executive Summary' is topic, but bullets state insights per section.",
      "confidence": 70
    },
    {
      "name": "Core Message Extraction",
      "slug": "core-message-extraction",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-0fd5-7148-8ece-0696e92e3c67",
      "evidence": "Distills 170+ pages into one screen of takeaways.",
      "confidence": 70
    },
    {
      "name": "Executive summary",
      "slug": "executive-summary",
      "agent": null,
      "layer": "slide",
      "matchId": "95723de4-9d02-4d23-a1d8-35f83c598bc8",
      "evidence": "This slide summarizes key findings across multiple areas.",
      "confidence": 0.9
    }
  ],
  "frameworks": [
    {
      "name": "executive-summary",
      "slug": null,
      "matchId": "d2682600-c126-429f-a3c8-ab94c52a493b",
      "evidence": "The slide is explicitly titled Executive Summary and organizes key findings into thematic categories.",
      "confidence": 1
    }
  ],
  "arcBeats": [
    {
      "to": 9,
      "from": 1,
      "beatId": "019dd95a-0682-776c-8e34-fa40e6e023a1",
      "arcName": "The Mountain",
      "arcSlug": "mountain",
      "beatName": "Setup & Stakes",
      "beatSlug": "mountain-setup-stakes",
      "evidence": "Cover, exec summary and 2019 scorecard set the stage.",
      "position": 1,
      "confidence": 40,
      "parentBeatName": "Setup",
      "parentBeatSlug": "setup"
    }
  ],
  "loops": [],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}