{
  "protocol_id": "linkedin-apify-2026-10-17",
  "status": "final confirmed three-layer list for the Apify round (confirmed 2026-10-18); 55 keywords across 3 layers, 48 queries; no run started in this commit",
  "actor": "harvestapi/linkedin-post-search",
  "operator_ceiling": 5,
  "operator_ceiling_source": "research/project-log.md section 40, Apify tests on 2026-10-07",
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      "architects",
      "architecture",
      "architectural",
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      "\"computational design\"",
      "BIM",
      "Revit",
      "Rhino",
      "Grasshopper",
      "Parametric",
      "\"generative design\"",
      "Rendering",
      "archviz",
      "\"architectural education\"",
      "\"architecture students\""
    ],
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      "AI",
      "GenAI",
      "\"generative AI\"",
      "\"artificial intelligence\"",
      "Midjourney",
      "ChatGPT",
      "Copilot",
      "\"Stable Diffusion\"",
      "DALL-E",
      "\"AI rendering\""
    ],
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      "skill",
      "skills",
      "upskilling",
      "deskilling",
      "reskilling",
      "downskilling",
      "\"skill loss\"",
      "expertise"
    ],
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      "creativity",
      "\"design thinking\"",
      "\"critical thinking\"",
      "judgment",
      "intuition",
      "authorship",
      "\"cognitive offloading\"",
      "overreliance"
    ],
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      "workflow",
      "automation",
      "replace",
      "replacement",
      "augmentation",
      "\"human-in-the-loop\"",
      "\"role of the architect\""
    ],
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      "\"technical skills\"",
      "\"environmental design\"",
      "\"building performance\"",
      "\"energy modeling\"",
      "curriculum",
      "learning"
    ]
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      "tier": "tier1_three_layer",
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      "query": "(architect OR architectural) AND (GenAI OR \"generative AI\") AND (upskilling OR reskilling)",
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      "tier": "tier1_three_layer",
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      "tier": "tier1_three_layer",
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      "tier": "tier1_three_layer",
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      "query": "(Parametric OR \"generative design\") AND (GenAI OR \"generative AI\") AND (deskilling OR \"skill loss\")",
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