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        "tool": {
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          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
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        "evidence": "The slide presents a comparison table with data on learning's digital transition, indicating a clear comparison frame.",
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          "canonId": "019dd956-8604-7188-883f-42370288ad05",
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          "description": "Narrative structure: Paint the before, show the after, explain the bridge",
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          "categoryName": "Block",
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        },
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        "evidence": "The slide presents a clear before-after bridge, describing the challenges and responses to COVID-19.",
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      {
        "tool": {
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          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
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          "categoryName": "Slide",
          "categorySlug": "slide"
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        "evidence": "The slide presents a clear core message about improving access to high-quality learning resources.",
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        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
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          "description": "A transitional slide marking the start of a new section.",
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        "matchId": "7bdbb880-5176-4f05-a19c-67f76f136d3d",
        "evidence": "title/headline: What Sets Us Apart",
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      {
        "tool": {
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          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
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        "matchId": "71577656-4931-41ac-9cac-e9e78776755f",
        "evidence": "list/comparison: Different Compared to... Narrow platforms that offer limited or sole subject breadth (college, elementary, law). Legacy brick and mortar (limited to supply in local geography)",
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          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
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          "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
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          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
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        ],
        "matchId": "2fdd5d12-764d-4ce0-9ff3-a7f9d3c0500b",
        "evidence": "paragraph/paragraph: Every learner is unique, most education solutions teach to the average",
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        "confidence": 0.6,
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          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
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        "layer": "slide",
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        "matchId": "6ce89cd7-0f5f-4f48-950a-2da258c95bae",
        "evidence": "list/bullet: Personalization across multiple touchpoints: matching, consultations, unique learning pathways",
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        "confidence": 0.5,
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          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
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          "description": "Two or more states/subjects placed side by side to expose a gap.",
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        "matchId": "5dda177f-0f51-4bbd-874c-fbbae3b9527f",
        "evidence": "list/comparison: Value for Learners vs Value for Experts",
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        "confidence": 0.7,
        "extraction": {
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      {
        "tool": {
          "name": "Credibility Transfer",
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          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
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          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
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          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "matchId": "cf8004fe-fafc-4791-8bf1-05d218c87f1d",
        "evidence": "callout/primary: Better Experts = Better Outcomes = Better Learner Experience",
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        "evidence": "The slide presents a breakdown of potential professional subjects, indicating a market segmentation approach.",
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          "description": "Bulleted, numbered, or checklist enumerations.",
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          "description": "Attractive designs are perceived as easier to use and more trustworthy",
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