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      "evidence_quality": "Claims are well-supported with data points (slides 9, 10, 12, 13, 22, 23 carry 12-21 data points), peer comparison tables (7, 8, 10), and footnoted metrics throughout.",
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      "Insert a 'Why IBKR, in one sentence' slide at p3 that states the thesis up front (e.g. 'Automation-first architecture makes IBKR the lowest-cost, highest-margin global broker — and the runway is $262T wide').",
      "Rewrite topic titles into argumentative action titles — e.g. p7 'Cost Comparison' → 'IBKR's all-in cost is 6.17% below the peer median'; p15 'Diversified Client Base – by Geography' → 'No single geography is >X% — earnings are structurally diversified'.",
      "Replace the p18–p20 features/awards close with a 2–3 slide resolution block: 'What this means for shareholders' + explicit forward commitments, so the deck ends with a recommendation rather than a trophy case.",
      "Add 3–4 pillar dividers (Financial Strength / Cost & Automation Advantage / Global Growth / Platform & Clients) and sequence the body under them to enforce MECE.",
      "Dedupe and re-title the repeated slides: p12/p13 should split into 'Account growth accelerated to X% CAGR' and 'Growth flows through to industry-leading margins'; p18/p19 should consolidate or split by theme."
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    "closingScore": 28,
    "openingScore": 38,
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      "Closing p16–p20 is a features/ESG/awards grab-bag with no synthesis before the appendix cliff",
      "Zero section dividers / pillar structure; body reads as a topic list rather than MECE chapters",
      "Several key slides still use noun-phrase topic titles ('Cost Comparison', 'Sustainable Investing', 'Diversified Client Base – by Geography') instead of insight-bearing action titles"
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    "titleQualityCritique": "Mix of declarative and topic labels. Good: p9 'Automation allows IBKR to be one of the lowest cost processors in the industry' states the insight. Weak: p7 'Cost Comparison', p10 'FinTech vs Financial Services', p15 'Diversified Client Base – by Geography', p16 'Sustainable Investing' are nouns, not arguments."
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