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      "closing_strength": "The deck has a potential recommendation on slide 32, but closes with a roadmap divider, Q&A, and contacts on slides 33-35 rather than next steps or a call to action.",
      "evidence_quality": "Claims are mostly backed by survey charts and methodology on slides 2, 6-18, 30, and 32, while broader assertions such as the shock ramification claim on slide 19 rely more on narrative assertion.",
      "clarity_of_thesis": "A section thesis emerges on slide 5 that society is still fragile and vulnerable, but slides 1-4 are cover, methodology, and section-label pages that do not state a deck-level answer.",
      "production_quality": "Production is competent but uneven: recurring action titles and footnotes help, while overcrowded slides 6, 16, and 32 and all-caps title blocks weaken whitespace and hierarchy.",
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      "Replace p.33-35 with a real recommendations slide synthesizing what businesses/governments should do across all three themes, then close with a memorable one-line ask",
      "Rewrite topic-label titles in pillars 2 and 3 to match the action-title quality of pillar 1 (e.g. p.24 → 'Fashion and food dominate livestream baskets, signaling impulse-driven categories')"
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