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              "evidence": "Time-series line chart 2002-2023 for net charge-off rates.",
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      "Add a thesis slide as p.3 or p.4 stating the one argument (mix + scale + digital = durable top-quartile returns) so every subsequent slide reads as evidence for it",
      "Rewrite topic-label titles (pp. 5, 15, 16, 20, 21, 22, 25, 26) as declarative takeaways — e.g. p.22 becomes 'FY24 guidance reaffirms earnings power despite CRE normalization'",
      "Insert a synthesis/recommendation slide before the appendix at p.23 that restates the thesis with three proof pillars and a forward ask, so the deck closes on a memorable 'why now' rather than trailing into non-GAAP reconciliations"
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      "Strong quantitative anchoring throughout — nearly every body slide leads with a headline metric ($654B, 40%, $7.9B, $503B) that ties claims to data",
      "p.6 'Expanded opportunities with Union Bank' with its growth callout is a clean impact-sizing slide that shows why scale matters, not just that it exists"
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      "Closing is an anticlimax: p.22 guidance followed immediately by an appendix dump (pp. 23-33, nearly a third of the deck) with no synthesis or 'why own USB' recommendation",
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          "tool": {
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            "version": 1,
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            "description": "Information grouped into chunks is remembered better - structure content in digestible units",
            "familyLabel": null,
            "categoryName": "Loop",
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          "evidence": "Five distinct KPIs chunked into separate banded rows.",
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        {
          "tool": {
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            "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",
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          "agents": [
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          "evidence": "Five distilled headline numbers (EPS, RoTCE, revenue, NII growth, CET1).",
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          "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": 80,
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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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          "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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          "evidence": "Five large KPIs stacked in dark-blue panel vs bullet narrative on left.",
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            "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
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            "description": "Items that stand out are noticed and remembered - make key points visually distinct",
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          "evidence": "Right-hand colored panel makes the metrics stand out from the bulleted text.",
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            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
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            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
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          "evidence": "Five drivers + quarterly proof of differentiated returns.",
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            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
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      "loops": [
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