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      "Convert topic titles to action titles on every analytical page; e.g., slide 19 → 'AMGP acquisition lifts AM distribution by $0.36/unit through 2022', slide 28 → 'Regression and yield methods bracket pro-forma AMGP at $21-26'",
      "Collapse '(cont'd)' pairs — slides 22/23, 30/31, and 46/47 should each be one slide with tighter information design",
      "Add a comparative 2x2 or scorecard slide that places the four alternatives on accretion vs. execution risk, so the reader can hold the option space in one image"
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      "Repetition and '(cont'd)' sprawl (7, 9, 13, 14, 22, 23, 28, 31, 47) signals the team couldn't compress — multiple Pro Forma Impact slides (19, 21, 24, 37, 39, 41, 59, 60, 64, 65) blur which numbers actually matter"
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          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 10,
      "label": "Situation & Context",
      "description": "The presentation provides an overview of Antero Resources and its midstream business"
    },
    {
      "from": 11,
      "to": 20,
      "label": "Problem & Complication",
      "description": "The document outlines challenges and opportunities in the market"
    },
    {
      "from": 21,
      "to": 40,
      "label": "Solution & Approach",
      "description": "The presentation evaluates potential strategic alternatives and their financial implications"
    },
    {
      "from": 41,
      "to": 60,
      "label": "Evidence & Proof",
      "description": "The document provides detailed financial analysis and valuation considerations"
    },
    {
      "from": 61,
      "to": 69,
      "label": "Impact & Next Steps",
      "description": "The presentation concludes with implications and recommendations for Antero Resources"
    }
  ],
  "loops": [
    {
      "from": 10,
      "to": 20,
      "label": "Pattern Hunter",
      "description": "What are the key challenges and opportunities in the market?"
    },
    {
      "from": 30,
      "to": 40,
      "label": "Golden Circle",
      "description": "Why is an AMGP acquisition of AM a compelling option?"
    },
    {
      "from": 50,
      "to": 60,
      "label": "Cost Of Inaction",
      "description": "What are the consequences of not taking action?"
    }
  ]
}