{
  "docId": "019dd923-5e88-73ef-bd5c-f6fdd8f57895",
  "docSlug": "3a892393f72c1ff5",
  "documentTitle": "2019 Air Street Capital The State of AI Report 2019",
  "authorId": "AirStreetCapital",
  "authorName": "Nathan Benaich and Ian Hogarth",
  "documentKindSlug": "consulting-deck",
  "documentKindLabel": "Consulting deck",
  "sourceTypeSlug": "vc_research",
  "sourceTypeLabel": "VC research",
  "presentationDate": null,
  "orientation": "landscape",
  "aspectRatio": 1.777,
  "pageNumber": 115,
  "pageCount": 136,
  "prevPage": 114,
  "nextPage": 116,
  "slideType": "case_study",
  "function": "illustrate_case",
  "density": "dense",
  "nDataPoints": 2,
  "notes": "The slide uses a combination of a photo grid (illustrating the 28 members of Congress) and a bar chart to quantify the bias.",
  "elementsJson": [
    "headline_text",
    "paragraph",
    "photo",
    "bar_chart_vertical"
  ],
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019dd923-5e88-73ef-bd5c-f6fdd8f57895/115",
  "deckHref": "/decks/019dd923-5e88-73ef-bd5c-f6fdd8f57895",
  "deckJsonHref": "/decks/019dd923-5e88-73ef-bd5c-f6fdd8f57895.json",
  "deckAnchorHref": "/decks/019dd923-5e88-73ef-bd5c-f6fdd8f57895#slide-115",
  "components": [
    {
      "bbox": null,
      "kind": "callout",
      "text": "Despite these concerns, a large majority of Amazon's shareholders voted to continue selling to government.",
      "attrs": null,
      "subkind": null,
      "toolName": "Visual emphasis",
      "toolSlug": "visual-emphasis",
      "confidence": null,
      "componentId": "019dd952-41ac-7180-a80d-5927bc414439",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.5,
        "w": 0.45,
        "x": 0.52,
        "y": 0.325
      },
      "kind": "chart",
      "text": "Racial Bias in Amazon Face Recognition",
      "attrs": null,
      "subkind": "bar-vertical",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "2e2f9d37-92e0-440e-9fac-2c6e20a36471",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.5,
        "w": 0.4,
        "x": 0.05,
        "y": 0.325
      },
      "kind": "image",
      "text": "28 current members of Congress",
      "attrs": null,
      "subkind": "icon-grid",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "499940ea-80e6-46fd-be87-6e985a040ee8",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.1,
        "x": 0.6,
        "y": 0.58
      },
      "kind": "metric",
      "text": "20%",
      "attrs": null,
      "subkind": "big-number",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "68820eef-1289-4b09-8556-ffd82b55b61b",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.1,
        "w": 0.1,
        "x": 0.78,
        "y": 0.46
      },
      "kind": "metric",
      "text": "39%",
      "attrs": null,
      "subkind": "big-number",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "9f62113a-0ded-4f0c-8370-3a492078cfff",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": null,
      "kind": "metric",
      "text": "False match rate: 39%",
      "attrs": null,
      "subkind": "primary",
      "toolName": "Quantification",
      "toolSlug": "quantification",
      "confidence": null,
      "componentId": "019dd952-41ac-7180-a80d-5d2506adce1e",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.04,
        "w": 0.9,
        "x": 0.02,
        "y": 0.22
      },
      "kind": "title",
      "text": "Despite these concerns, a large majority of Amazon's shareholders voted to continue selling to government.",
      "attrs": null,
      "subkind": "action-title",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "fe66dbfd-03e9-46de-a71f-55efa213a277",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.8,
        "x": 0.02,
        "y": 0.14
      },
      "kind": "title",
      "text": "Researchers at ACLU find gender and racial bias in Amazon's Rekognition algorithm",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "05aa3f66-2fdf-428a-aa4a-81e0316c587c",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [
    {
      "name": "Action Titles",
      "slug": "action-titles",
      "agent": "Architect",
      "layer": "slide",
      "matchId": "019dd95a-0fd5-7148-8ecd-d4037f92d5db",
      "evidence": "Title: 'Researchers at ACLU find gender and racial bias'.",
      "confidence": 80
    },
    {
      "name": "Chart Selection Guide",
      "slug": "chart-selection-guide",
      "agent": "Designer",
      "layer": "slide",
      "matchId": "e40c5c29-08bb-49cb-bf9b-86dc03d3facb",
      "evidence": "chart/bar-vertical: Racial Bias in Amazon Face Recognition",
      "confidence": 0.7
    },
    {
      "name": "Data Story Arc",
      "slug": "data-story-arc",
      "agent": "Storyteller",
      "layer": "slide",
      "matchId": "40c2ec7a-9cbc-4a8f-a06f-0c742b7b5fbf",
      "evidence": "Despite these concerns, a large majority of Amazon's shareholders voted to continue selling to government.",
      "confidence": 0.5
    }
  ],
  "frameworks": [],
  "arcBeats": [
    {
      "to": 129,
      "from": 93,
      "beatId": "019dd95a-0682-776c-8e34-d256aedd9e9f",
      "arcName": "The Triple Take",
      "arcSlug": "triple-take",
      "beatName": "The Implications (So What)",
      "beatSlug": "triple-take-the-implications-so-what",
      "evidence": "Politics and China sections interpret what the technical facts mean geopolitically.",
      "position": 2,
      "confidence": 70,
      "parentBeatName": "Reflection",
      "parentBeatSlug": "reflection"
    },
    {
      "to": 129,
      "from": 93,
      "beatId": "019dd95a-0682-776c-8e34-e3d02a28ae3f",
      "arcName": "Voyage and Return",
      "arcSlug": "voyage-return",
      "beatName": "Discoveries",
      "beatSlug": "voyage-return-discoveries",
      "evidence": "Politics + China surface dual-use, governance, competitive findings.",
      "position": 3,
      "confidence": 45,
      "parentBeatName": "Development",
      "parentBeatSlug": "development"
    }
  ],
  "loops": [
    {
      "to": 115,
      "from": 109,
      "name": "Cost Of Inaction",
      "slug": "27-cost-of-inaction",
      "bestFor": "Urgent budget requests, compliance, risk mitigation",
      "matchId": "019dd95a-07fe-70ce-8d3c-dfc3bad82351",
      "evidence": "Xinjiang surveillance, weaponised NLP, deepfakes, Rekognition bias case studies.",
      "position": 19,
      "objective": "Highlight accumulating dual-use, surveillance and bias harms",
      "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
      "confidence": 60,
      "description": "Quantify what happens if the audience does nothing"
    }
  ],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}