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      {
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      {
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          "description": "First piece of information becomes reference point for all subsequent judgments",
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        "agents": [
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          "canonId": "019dd956-833f-7419-9932-be80362019a7",
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        "evidence": "Slide states hypothesis whose dimensions p.10-12 will validate",
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        "extraction": {
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        "confidence": 90,
        "extraction": {
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          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
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          "description": "Ideas presented in threes are more memorable and satisfying",
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        "agents": [
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        "evidence": "Three icon+headline+supporting-line blocks",
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        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
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      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
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          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
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        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
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        "matchId": "019dd95a-13ee-7068-9797-5279b1c9b204",
        "evidence": "Loop opens with France vs China contrast (49% vs 85%) framing the gap",
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        "priority": "Core",
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        "confidence": 78,
        "extraction": {
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      {
        "tool": {
          "name": "Callback",
          "slug": "callback",
          "status": "active",
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          "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
          "version": 1,
          "bodyDocId": null,
          "description": "Referencing earlier content for payoff and cohesion",
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          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1473-73fb-bbb1-540a4d8530bc",
        "evidence": "Title's leading ellipsis is a direct callback to p.7's clause",
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        "confidence": 72,
        "extraction": {
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      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
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          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
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          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
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          "categoryName": "Loop",
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        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1473-73fb-bbb1-594ac3ebb57e",
        "evidence": "p.7 winners vs p.8 losers form an explicit before/after pair",
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        "confidence": 78,
        "extraction": {
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          "model": "claude-legacy",
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      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-13ee-7068-9797-2da494e44a87",
        "evidence": "Title 'Results at a glance' is topical but body bullets carry so-what insights",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 60,
        "extraction": {
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          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        },
        "pageNumber": 3,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
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      {
        "tool": {
          "name": "Core Message Extraction",
          "slug": "core-message-extraction",
          "status": "active",
          "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.",
          "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
          "version": 1,
          "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
          "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
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          "categoryName": "Slide",
          "categorySlug": "slide"
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        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-13ee-7068-9797-30c4c6b29e4f",
        "evidence": "Green-highlighted line: 'Managers need to adapt their working culture to become an active AI Player'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "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.",
        "confidence": 85,
        "extraction": {
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        "pageNumber": 3,
        "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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        "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
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      {
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          "name": "Executive summary",
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          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
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        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "47567c91-6271-4044-9d53-5cd7c01e3007",
        "evidence": "The slide is titled 'Results at a glance' and provides a brief overview of the main findings.",
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        "confidence": 0.9,
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        "cardinality": "common",
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      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
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          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
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        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-13ee-7068-9797-35ccaf08d4f9",
        "evidence": "Each bullet ends in implication: 'leadership makes the difference'",
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        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 80,
        "extraction": {
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        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
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      {
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          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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        "matchId": "019dd95a-13ee-7068-9797-42cf8107e1f9",
        "evidence": "Title 'French companies are lagging behind in leveraging AI' states the insight",
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        "priority": "Core",
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        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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      {
        "tool": {
          "name": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
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          "categoryName": "Slide",
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        "agent": "Designer",
        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-13ee-7068-9797-46ca196d9759",
        "evidence": "Stacked bar split into AI piloting vs AI adoption fits ranked country comparison",
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        "confidence": 85,
        "extraction": {
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        "tool": {
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        "tool": {
          "name": "So What? Test",
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          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
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        "evidence": "Bullets translate 41% vs 22% into 'silos reduce chances of becoming Active Player'",
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        "extraction": {
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        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
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        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
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          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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        "evidence": "Title 'Management leadership on AI makes the difference' = governing thesis as conclusion",
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        "priority": "Core",
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        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
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          "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
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          "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
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        "evidence": "Three imperative CEO calls-to-action: act, learn, don't ask for support",
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        "extraction": {
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        "evidence": "Distills entire deck into three bolded directives",
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          "canonId": "019dd956-bde9-7668-8be7-0097678fec59",
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        "layer": "slide",
        "agents": [
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        "matchId": "019dd95a-1473-73fb-bbb1-b51c9dc99be0",
        "evidence": "Imperatives like 'Don't ask for support, first act yourself' use direct address",
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              "evidence": "Title 'French companies are lagging behind in leveraging AI' states the insight",
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              "evidence": "France column highlighted with grey background to anchor focus",
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              "evidence": "France bar visually distinguished by grey halo against neutral peers",
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              "confidence": 70
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              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'global race...still open' is directional, not topical",
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              "slug": "color-strategy",
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              "evidence": "Color saturation across heatmap is processed instantly to spot China column",
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              "evidence": "Six industry rows repeat same country comparison structure",
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              "evidence": "Country flags grouped under columns; rows enclose industry sets",
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              "evidence": "Title names the answer: 'Leading Industries...are Technology, Media, Telecom and Consumer'",
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              "evidence": "Color split + industry icons cue priority order",
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              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'France is winning in some sectors like Consumer Services...' is partial insight set up for paired slide",
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              "evidence": "Across-countries vs In-France bar arrays repeated per industry cluster",
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              "evidence": "Green highlights pinpoint where France beats global average (71%, 80%)",
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              "evidence": "Yellow ovals call out 'Industry average' values for each cluster",
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              "evidence": "Title '...but needs to catch up Industrials and Corporate / Investment Banking' completes p.7",
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              "slug": "action-titles",
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              "evidence": "Title 'How Active Players excel on three dimensions' frames framework as the answer",
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              "evidence": "Three large evocative photos (motion, hand on tech, networked figures) carry the concepts",
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              "layer": "Slide",
              "evidence": "Numbered green badges 1/2/3 sequence the three pillars",
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              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Explicit 3-column pillar layout: innovation cycles / pull / cross-functional",
              "confidence": 92
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              "evidence": "Three parallel circular icons matching three labels",
              "confidence": 90
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              "layer": "Block",
              "evidence": "Slide states hypothesis whose dimensions p.10-12 will validate",
              "confidence": 75
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          ],
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        {
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              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Shorter innovation cycles lead to stronger AI activity' is a causal claim",
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              "evidence": "Line chart for trend across cycle buckets + bar for country averages",
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              "evidence": "Callout '72% of high-velocity innovators are active Players' anchors the line's left endpoint",
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              "evidence": "Right-rail bullets answer 'so what' — France 78% longer cycles than China",
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          ],
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        {
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              "slug": "action-titles",
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              "evidence": "Title 'Active Players are much more willing to pilot early and experiment with AI' is a finding",
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              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Stacked bars by piloting attitude + country bar — fits comparison and ranking",
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              "layer": "Slide",
              "evidence": "Top row 'Willing to pilot without detailed impact analysis' enclosed in green box to stand out",
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              "evidence": "Green arrow callout points to the highlighted 75% bar",
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          ],
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        {
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              "evidence": "Title 'Driving innovation within functional silos hinders AI activity' states causal insight",
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              "slug": "chart-selection-guide",
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              "evidence": "Stacked bar for Active vs Observer + 3 pies for country mix",
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