Major Validations


Seven results anchor the program's public record.


The thirty-nine-day collision call. MindCast's November 16, 2025 simulation forecast that federal control over AI data center grid connections would trigger state resistance grounded in the Federal Power Act, litigation warnings from former regulators, and state counter-coordination. The Wall Street Journal's December 26 reporting documented every element — six of six institutional dynamics confirmed or actively materializing.


The community-trust call, made before the field had a name for it. In September 2025, before any state moratorium existed and before national polling had asked the question, MindCast named community trust as the decisive site-selection filter. Gallup has since found roughly seven in ten Americans oppose an AI data center in their area, organized opposition groups have more than doubled to 833 across 49 states, and both major-party nominees for governor of Ohio have pledged a moratorium. The filter now sits upstream of every permitting timeline in the country.


The state-response mechanism. MindCast forecast that states would answer federal acceleration by protecting their own ratepayers rather than blocking projects outright. Florida delivered first, barring utilities from charging residents for data center development; California, Ohio, and Utah followed with rules requiring developers to pay their own energy costs. Texas then supplied the largest specimen on record: Governor Abbott's August 3, 2026 directive paused the entire 474-gigawatt ERCOT interconnection queue pending verification of each project's power, water, incentive, and community terms — the second-largest data center state rationing grid access by demonstrated seriousness, exactly where MindCast's model identifies the field settling.


The cost-allocation checkpoint, settled five months early. MindCast's January 2, 2026 analysis set a checkpoint requiring cost allocation to surface in PJM or MISO by late 2026. On June 18, 2026, FERC ordered all six jurisdictional regional grid operators — PJM, MISO, SPP, CAISO, ISO New England, and NYISO — to justify or reform how large loads connect, naming cost shifting and transmission cost transparency explicitly. Confirmation arrived five months ahead of the checkpoint, and the rulemaking chain ran as modeled: an October directive, a FERC advance notice, roughly 200 stakeholder comments, then six show-cause orders under Section 206 of the Federal Power Act.


The downstream-constraint thesis. MindCast's controlling claim — federal permitting acceleration increases the share of siting outcomes decided at state and local level — now carries a twenty-seven-state legislative field as its evidence base, and the 2026 federal moratorium bills reinforce the pattern from the opposite direction: the national pause stalls in committee while the states it would bypass keep writing the operative rules. The screening mechanism behind the thesis now carries hard numbers — AEP Ohio reported more than 30 GW of pre-tariff interconnection requests narrowing to 13 GW of paid engineering studies and 5.6 GW of signed, collateral-backed contracts once financial commitments attached.


The gate-migration call. MindCast forecast that pressure blocked at the land-use gate would migrate to utility dockets rather than dissipate. PJM directed filings on a supply-or-curtail framework on July 27, 2026: new large loads that neither bring new generation nor otherwise secure supply by June 1, 2027 would face curtailment during capacity shortages, ahead of measures affecting other customers. Flexibility became a condition of service rather than a negotiating point, and the forward register now prices how far the term spreads.


The capital-market crossover. MindCast forecast in November 2025 that lenders would underwrite energization timing as rigorously as tenant creditworthiness, and dated the shift to a window opening in the third quarter of 2026. Reuters confirmed the practice on August 10, 2026, reporting that banks and asset managers now weigh local political resistance directly in data center credit assessment, and CyrusOne's $9.7 billion facility releases construction capital only where permits and leases are complete. The mechanism settled inside the forecast window; the magnitudes remain open and are graded separately.

Major Outstanding Predictions


The forward book below carries the entries that move capital and siting decisions; every register publishes in full inside its source paper, and the papers are the ledger of record. Each entry carries a confidence band and resolves against municipal dockets, commission proceedings, statutes, corporate disclosures, and the Congressional Record through July 2028. Misses publish at the same level as hits.


Clean Energy Forces Specialized Compute, and Authorization Decides What Operates


Twelve MindCast Foresight Simulation Predictions from The AI Infrastructure Authorization + Clean Energy Series test how clean power sorts AI work and how approval rules decide which matches reach operation. Firm clean power means nuclear, geothermal and hydro that run around the clock, and variable clean power means wind and solar. Major operators means Microsoft, Google, Amazon, Meta, OpenAI, Anthropic and xAI. P marks a Primary Simulation Prediction, S a Secondary Simulation Prediction and IF an interpretive finding.

The market: clean power sorts AI work

  • 🔗 AI Compute and Clean Power Clear as One Matched Market (78-88%). Two or more major operators buy power by type of AI work by December 31, 2029. Work that must stay put pairs with firm clean power or supply the grid counts on in shortages, and work that can move pairs with wind and solar. Clean Compute Match P1.

  • ⚓ Must-Stay Compute Buys Firm Clean Power (76-88%). Two or more major operators pair US AI work that must stay put, such as real-time answers for users, with firm clean power or shortage-backed supply by December 31, 2029. Grid-Anchored P1.

  • 🔗 Firm Clean Power Attaches to Must-Stay Compute (85-93%). Two or more major operators pair real-time AI services or gigawatt-scale model training with firm clean supply, separate from their movable work, by December 31, 2029. Clean Compute Match S1.

  • ⚓ Operators Split Workloads by Where Clean Power Lives (82-90%). Two or more major operators publicly separate AI work by power need and ability to move as infrastructure strategy by December 31, 2029. Grid-Anchored S1.

  • 🔗 Mid-Scale AI Work Stays on Fossil Power (62-75%). Mid-scale AI work that must run nonstop stays on gas or grid-mix power while firm clean supply concentrates among the largest operators through December 31, 2029. Clean Compute Match S5.

  • 🧱 Energy-Company Hosts Carry Modular AI Sites (65-80%). Most modular AI sites reaching operation or construction through 2027 sit on land and power owned by an energy partner rather than the module supplier. Modular Specialists IF-1.

  • 🧱 Snyder Tests the Host Route in Texas (55-68%). Energy Vault's modular AI campus in Snyder, Texas announces commercial operation by June 30, 2027. Modular Specialists P-1.

The authorization layer: rules decide which matches operate

  • ⚓ Clean Firmness Decides Who Keeps Power in a Shortage (84-92%). At least one major grid operator decides who keeps power in a shortage by whether a customer secured dependable supply or agreed to cut use on command. The rule operates by December 31, 2028. Grid-Anchored S5.

  • 📏 Grid Operators Approve Faster Service for Loads That Cut Power (62-75%). At least four of the six federally regulated regional grid operators hold approved service offering large loads faster connection in exchange for cuts on command by June 30, 2027. Burden-Based P-1.

  • 📏 No State Creates a Low-Burden Approval Route (70-82%). No state enacts a statute giving low-burden data center projects a distinct approval route by June 30, 2027. Burden-Based P-2.

  • 📏 Grid Flexibility Programs Stay Large (65-80%). Approved grid flexibility programs set eligibility at 20 MW or above in at least three regions by June 30, 2027. Burden-Based S-4.

  • 🧱 Separate Small Sites Cannot Combine Their Load (72-84%). No approved US utility rate lets separate small sites combine their load to qualify for flexibility programs by December 31, 2027. Modular Specialists S-1.

What the Regime Becomes

  • Build-but-Pay Becomes America's Dominant Governance Architecture — states adopting cost-payment frameworks outnumber moratorium states at least three to one, by July 2028 · 85–92%

  • Federal Acceleration Channels Projects into State Bargaining — no federal preemption of state siting or tariff authority, through July 2028 · 86–93%

  • The One-Way Ratchet Holds — no state that has enacted binding data center terms repeals them without replacement, through July 2027 · 85–92%

Where Capacity Actually Clears

  • Certainty Outsells Permission, Tested in Gigawatts — seven of the next ten announced 250 MW+ campuses select jurisdictions with published large-load terms rather than nominally lenient, unwritten regimes, by July 2028 · 70–80%

  • Silence Breaks Before Strictness — in pre-registered matched jurisdiction pairs, the authorization-silent jurisdiction experiences material intervention before its strict-framework peer · 65–75%

  • Slot Scarcity Is Measurable and Binding — no more than 60 campuses of 250 MW or larger receive binding authorization in any rolling twelve-month window while disclosed demand runs at least three times the cleared count, through July 30, 2028 · 70–80%

  • Verification Prices Out Speculation at Record Scale — the Texas audit shrinks the 474 GW ERCOT queue by at least 30 percent within twelve months of standards publishing · 78–88%

  • Flexibility Becomes a Condition of Interconnection — more than half of disclosed hyperscale interconnection agreements above 100 MW executed from January 2027 require constrained-hour curtailability, load flexibility, or on-site supply, by July 2028 · 75–85%

How Authorization Reaches Capital Markets

  • A Major Project Dies on Authorization — at least one top-ten US project announced in 2026 is cancelled or indefinitely paused with local opposition or permitting named among the reasons, by December 31, 2027 · 75–85%

  • Rating Methodology Names Authorization — S&P, Moody's, or Fitch publishes criteria naming permitting status or community opposition as an explicit rating factor for data center project finance, by December 31, 2027 · 60–70%

  • Valuation Splits Along Authorization Quality — public-market analysis ties the operating-yield versus development-option differential explicitly to capacity status, deliverable power, or jurisdictional risk, by December 31, 2028 · 70–80%

Foreign Capital and Ownership

  • Interstate Substitution Dominates International Substitution — American repricing displaces capacity to the state next door, not abroad, twelve months after each trigger · 75–85%

  • A Second State Enacts a Foreign Ownership Restriction — a data-center-specific ownership or control statute beyond Indiana, by December 31, 2027 · 61–70%

  • States Write Pathways Rather Than Bans — a majority of new ownership instruments adopt conditional certification or registration pathways rather than flat prohibitions, by December 31, 2027 · 57–67%