{
  "schema_version": "1.0",
  "reviews": [
    {
      "id": "review-2026-08-18-sociotechnical-expansion",
      "review_date": "2026-08-18",
      "review_type": "Expert Layer, institutional resource, and editorial Perspective review",
      "release_scope": "Sociotechnical systems, algorithmic accountability, information integrity, concentrated power, human agency, and economic democracy",
      "separate_from_empirical_calibration": true,
      "empirical_calibration_reference": "August 2026 corrective provenance review",
      "candidate_discovery_note": "The Social Dilemma was used only to discover candidates. Documentary participation was not treated as evidence or qualification.",
      "calibration": {
        "probability_change": false,
        "reason": "Roster membership, institutional profiles, and editorial Perspectives do not automatically enter calibration. No dated, structured Tier 2 judgment was accepted as a signal in this release.",
        "before": [9.2, 25.4, 37.3, 20.9, 7.2],
        "after": [9.2, 25.4, 37.3, 20.9, 7.2],
        "total": 100.0,
        "floor": 2.0
      },
      "added": {
        "domain_limited_expert_entries": [
          "Tristan Harris and Aza Raskin as one correlated Center for Humane Technology entry",
          "Cathy O'Neil",
          "Guillaume Chaslot"
        ],
        "unweighted_institutional_resources": [
          "Center for Humane Technology",
          "ORCAA",
          "AlgoTransparency",
          "The Consilience Project / Civilization Research Institute",
          "One Project"
        ],
        "editorial_perspectives": [
          "The AI Roadmap: How We Ensure AI Serves Humanity",
          "The Age of Surveillance Capitalism",
          "There Is No A.I.",
          "Technology is Not Values Neutral",
          "The Architecture of Abundance"
        ]
      },
      "deferred": [
        {
          "candidate": "Rashida Richardson",
          "reason": "Strong policy and civil-rights relevance, pending confirmation of current role and recent primary work before active roster inclusion."
        }
      ],
      "not_added": [
        {
          "candidates": ["Jeff Seibert", "Sandy Parakilas", "Tim Kendall", "Alex Roetter", "Lynn Fox"],
          "reason": "Insider experience can illuminate platform incentives, but a documentary appearance or former executive role is insufficient without a current, exact, substantive artifact."
        },
        {
          "candidates": ["Bailey Richardson"],
          "reason": "Community-building work may inform preparation and resilience, but does not qualify for probability scoring."
        },
        {
          "candidates": ["Joe Toscano"],
          "reason": "Held pending unambiguous identity, current role, and primary-source provenance."
        }
      ],
      "controls": [
        "A person and affiliated institution share one maximum 0.35x budget for the same source cluster.",
        "Domain-limited experts cannot score outside their declared horizons and specialties.",
        "Institutional resources and Perspectives are unweighted.",
        "Any future calibration input requires an exact dated artifact and a separately reviewable judgment."
      ],
      "primary_sources": [
        "https://www.humanetech.com/team-board",
        "https://www.humanetech.com/ai-roadmap",
        "https://www.humanetech.com/ai-society",
        "https://orcaarisk.com/about/",
        "https://www.algotransparency.org/who-we-are",
        "https://consilienceproject.org/about-the-project/",
        "https://consilienceproject.org/technology-is-not-values-neutral-ending-the-reign-of-nihilistic-design-2/",
        "https://oneproject.org/",
        "https://oneproject.org/architecture-of-abundance/",
        "https://shoshanazuboff.com/book/about/",
        "https://www.newyorker.com/science/annals-of-artificial-intelligence/there-is-no-ai"
      ]
    }
  ]
}