Qualitative media analysis reveals varied political framing of AI data center growth across declining newsrooms, highlighting journalism's constrained yet persistent representational authority.
Post-industrial Pennsylvania faces a wave of AI data center development, arriving in communities whose capacity for local news has sharply diminished. This article examines how a reconfigured news ecology renders data center development, and its attachment to AI, sensible as a political concern. Through critical analysis of news coverage produced by local legacy outlets and statewide nonprofit and public media newsrooms, it shows how reporting constitutes data center development differently depending on venue, scale, and genre. Municipal meeting coverage renders data centers a matter of zoning procedure, while state-level reporting constitutes them as a matter of legislative and electoral contest, tracking resistance as a political variable. Long-form features situate economic promise and environmental cost within the life of a community, giving voice to residents’ lived experience and resistance to development. Across coverage, reporting makes legible the procedural, legislative, cultural, and economic constraints within which resistance to AI data centers operates. The article concludes that, within this corpus, journalism’s representational authority—the capacity to set the scale of a controversy, legitimate actors and grievances, name the political options available, and delimit plausible outcomes—has narrowed in range, but still retains capacity to render data center development legible as a matter of politics and procedure.
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Brian Creech (2026) studied this question.
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