The source library.

The FDA maintains a growing list of AI-enabled medical devices authorized for U.S. marketing after applicable premarket review.

Pennsylvania Executive Order 2026-05 applies GRID permitting requirements to certain covered data-center projects above 25 MW.

State implementation context for workforce, local benefit, and disclosure requirements.

Pennsylvania Executive Order 2026-05 applies GRID permitting requirements to certain covered data-center projects above 25 MW.

OpenAI announced an agreement for approximately 8 GW of planned IT capacity at PORTS-Pike.

The developer projects 35,000 construction jobs during a six-year buildout through 2032 and 2,500 long-term operating jobs.

OpenAI and SB Energy describe $80 million in combined community-fund commitments, plus up to $84 million in student technology credits.

Documents the former gaseous diffusion plant and continuing federal responsibilities.

Authoritative location for orders and filings when direct document URLs change.

Accessible explanation of age, exposure, hiring, and separation patterns.

Workers ages 22–25 in highly AI-exposed occupations had employment about 19% below a comparison trajectory based on similarly aged workers in less-exposed occupations.

Workers ages 22–25 in highly AI-exposed occupations had employment about 19% below a comparison trajectory based on similarly aged workers in less-exposed occupations.

A data center's water impact depends heavily on cooling design, electricity supply, climate, season, and the condition of the local watershed or aquifer.

Estimated direct U.S. data-center water consumption rose from about 21.2 billion liters in 2014 to 66 billion liters in 2023 and is projected at roughly 140–280 billion liters annually in 2028.

Data-center backup engines and onsite combustion turbines can create regulated local air emissions and may require Clean Air Act permitting and analysis.

Meta's expanded sponsor-described Richland Parish vision is about 5 GW, with more than $1.6 billion in Louisiana business contracts, more than $1 billion in described infrastructure improvements, and more than 1,000 projected operating roles.

Microsoft reported that nearly 10,000 construction workers contributed across about two years and about 550 full-time employees supported the first operating Mount Pleasant facility as of June 2026.

U.S. data-center electricity use is forecast at 649 TWh in the 2030 reference case, with compounded uncertainty of 521–843 TWh (9.5%–15.3% of U.S. electricity).

Establishes expectations for utilities to test whether speculative large-load requests should enter forecasts.

Broader labor-market context that prevents one subgroup pattern from becoming an economy-wide claim.

Pennsylvania's PUC model tariff generally addresses loads above 50 MW individually or 100 MW in aggregate.

Global data-center electricity demand grew by an estimated 17% in 2025.

Pew estimated that about 67% of planned U.S. data centers were in rural areas, compared with about 13% of operating data centers.

A data center does not automatically raise every resident's bill, but weak cost-allocation rules can leave other customers carrying infrastructure risk or cost.

Virginia created a separate GS-5 class for qualifying large loads, with a 14-year service obligation and minimum monthly transmission and distribution charges set at 85% of contracted levels.

Dominion's GS-5 framework applies to qualifying customers at or above 25 MW and includes minimum requirements around 85% of contracted transmission/distribution demand and 60% of generation demand.

In LungIMPACT, median time to CT was about 53 days in both arms and time to lung-cancer diagnosis was about 44 versus 46 days, with no statistically meaningful acceleration of the targeted pathway.

In AITIC, cancer detection increased from about 6.3 to 7.3 per 1,000 screenings while radiologist reading workload fell about 63.6%.

In AITIC, recall rates increased from about 4.8% to 5.5%—a tradeoff alongside higher cancer detection.

In Pew's 2026 survey, 39% said data centers are mostly bad for the environment and 38% said mostly bad for home energy costs, while 4% and 6% respectively said mostly good.

A data center does not automatically raise every resident's bill, but weak cost-allocation rules can leave other customers carrying infrastructure risk or cost.

Georgia's large-load rule permits longer contracts and minimum billing for new customers above 100 MW and requires regulator review of covered contracts.

Consumer-side explanation of large-load cost and risk questions.

Utility commitment that must remain distinct from independently verified rate outcomes.

Current utility characterization of contracted load and planning assumptions.

Public docket for testing company statements against filings and orders.

Georgia Power rules for certain very large loads, generally above 100 MW, can require longer agreements, minimum bills, financial security, and infrastructure charges under regulatory oversight.

Shows that a wage threshold can be an incentive eligibility condition rather than evidence of actual wages paid.

Tracks current statewide policy and sponsor announcements without merging them into JLARC's independent model.

Students can perform better while AI is available yet learn less for later unaided work when assistance gives away answers; guardrails and tutor-like design can change the outcome.

Explains why answer-giving, hinting, and human-tutor support should not be treated as one intervention.

Frames the limits of current labor evidence and the difference between exposure, adoption, and outcomes.

A data center does not automatically raise every resident's bill, but weak cost-allocation rules can leave other customers carrying infrastructure risk or cost.

Intermediate evidence vintage for a project whose scale changed.

Blackstone/QTS announced more than $25 billion in investment, more than 6,000 jobs created or supported annually during construction, and more than 3,000 created or supported during operations.

In AEP Ohio territory, qualifying data-center loads above about 25 MW can face minimum-demand provisions up to roughly 85% of contracted capacity and terms up to 12 years including ramp.

In AEP Ohio territory, qualifying data-center loads above about 25 MW can face minimum-demand provisions up to roughly 85% of contracted capacity and terms up to 12 years including ramp.

Sponsor explanation of the tariff rationale and anticipated large-load growth.

Amazon announced at least $20 billion in planned Pennsylvania investment and at least 1,250 technical jobs associated with supported Luzerne and Bucks County locations.

Amazon announced at least $20 billion in planned Pennsylvania investment and at least 1,250 technical jobs associated with supported Luzerne and Bucks County locations.

The ILO estimates that one in four workers worldwide is in an occupation with some generative-AI exposure, while 3.3% of global employment is in its highest exposure category.

Data centers consumed about 415 TWh globally in 2024, around 1.5% of global electricity use.

A data center does not automatically raise every resident's bill, but weak cost-allocation rules can leave other customers carrying infrastructure risk or cost.

AWS announced approximately $11 billion in planned Georgia investment.

In modeled scenarios, advanced cooling reduced greenhouse-gas emissions about 15%–21%, energy demand 15%–20%, and blue-water consumption 31%–52%.

Provides the federal cleanup and redevelopment context that predates the current project scope.

Makes the difference between regulatory guidance and binding tariff terms explicit.

Entergy Louisiana's relevant structure covers eligible customers with at least 70 MW of firm load and specified contract terms.

Useful but sponsor-framed description of a regulatory outcome.

Students can perform better while AI is available yet learn less for later unaided work when assistance gives away answers; guardrails and tutor-like design can change the outcome.

U.S. data centers used an estimated 176 TWh of electricity in 2023 — about 4.4% of total U.S. electricity consumption.

U.S. data-center electricity use could reach 325–580 TWh in 2028, or roughly 6.7%–12% of U.S. electricity consumption.

Estimated direct U.S. data-center water consumption rose from about 21.2 billion liters in 2014 to 66 billion liters in 2023 and is projected at roughly 140–280 billion liters annually in 2028.

JLARC modeled about 74,000 data-center-related jobs annually in Virginia: about 59,000 construction-phase and 15,000 operations-phase jobs, including roughly 35,000 direct construction and 4,400 direct operations jobs.

A representative 250,000-square-foot facility may involve about 1,500 workers at construction peak and about 50 full-time workers in ongoing operations.

Initial state record for project scope, incentives, and projected employment.

Preserves the original project vintage rather than overwriting it with later disclosures.

Georgia Power rules for certain very large loads, generally above 100 MW, can require longer agreements, minimum bills, financial security, and infrastructure charges under regulatory oversight.

Students whose human tutors had AI assistance were about four percentage points more likely to master a topic; gains reached about nine percentage points with lower-rated tutors.

Students whose human tutors had AI assistance were about four percentage points more likely to master a topic; gains reached about nine percentage points with lower-rated tutors.

In the blind CASP14 assessment, AlphaFold predicted protein structures with accuracy competitive with experimental structures in a majority of evaluated cases.

Water withdrawal and water consumption are different measures.