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    "headline": "Pennsylvania Governor Signs New Data Center Regulations",
    "dek": "Pennsylvania Governor Josh Shapiro signed new rules requiring data centers to secure local zoning, renewable energy, and environmental compliance.",
    "prose": "Pennsylvania Governor Josh Shapiro signed a new regulation framework for data centers on August 18, 2026, to address environmental concerns and speculative projects. [^1]\n\nSecurity teams and researchers currently choose knowledge-graph extraction tooling for threat reports based on published triple-F1 scores, but these scores depend on how predicted triples are matched to gold annotations. [^2]\n\nCompanies must guarantee they have their own on-site energy generation capacity or demand response capability to cover peak energy consumption. [^3]\n\nData center operators must pay all costs related to their projects, including distribution, transmission, and substation creation, to prevent energy rate increases for citizens. [^4]\n\nOperators must subscribe to an Environmental Consent Order (COA) with the Pennsylvania Department of Environmental Protection, which imposes economic and environmental obligations. [^5]\n\nAn LLM judge reached 86% agreement with multi-reviewer adjudication on the same calibration set, significantly outperforming mechanical matchers. [^6]\n\nOn GRID's external 378-item calibration set, no mechanical matcher (lexical, embedding, or entailment) agreed with multi-reviewer adjudication above 71%. [^7]\n\nOne fixed prediction set spanned an F1 score range from 0.16 to 0.70 depending on the matching protocol used, highlighting the volatility of reported performance metrics. [^8]",
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