{
  "generatedAt": "2026-10-22T16:04:11Z",
  "url": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/",
  "disclaimer": "Analysis and opinion, not investment advice.",
  "id": "large-load-tariff-cost-shift",
  "number": 79,
  "question": "Will at least three US state public utility commissions approve new large-load or data center tariffs with minimum-take or exit-fee provisions between 2026-11-15 and 2027-12-31?",
  "dek": "Visible household bill increases attributed to data centers force state regulators to approve special large-load tariffs that shift costs away from residential ratepayers.",
  "family": "T04",
  "subthesis": "T04.05",
  "sector": "AI.POWER",
  "subsectors": [
    "AI.POWER.UTIL",
    "AI.POWER.MARKET",
    "AI.DC.CAMPUS"
  ],
  "relatedParts": [
    13,
    6
  ],
  "approvedAt": "2026-10-22T12:42:50Z",
  "sectorName": "Power, Energy & Grid",
  "api": "https://deepstack.ltd/api/v1/theses/large-load-tariff-cost-shift.json",
  "sides": [
    {
      "id": "yes",
      "label": "Households pay for data center load",
      "summary": "Rate increases land in household budgets while real incomes lag, making energy politically salient and pushing state PUCs to scrutinize cost socialization. Regulators adopt large-load tariff classes with minimum demand charges, long contract terms and exit fees, reallocating cost responsibility to hyperscalers and their utility counterparties.",
      "voices": [
        {
          "name": "JunkBondInvestor",
          "entity": "https://deepstack.ltd/people/junkbondinvestor/",
          "claim": "Hyperscaler power demand drives utility rates higher. These bills show up in household budgets when real incomes have not kept pace with inflation and energy is politically salient. State regulators, feeling faster pressure than federal ones…",
          "date": "2026-05-24",
          "url": "https://www.junkbondinvestor.com/p/credit-weekly-the-fed-cant-cut-transformer"
        },
        {
          "name": "Prof G Media",
          "entity": null,
          "claim": "Data centers consume massive amounts of electricity, raising costs for surrounding residents. When these costs become visible and attributable to a specific facility, grassroots opposition mobilizes. This opposition blocks projects and influences…",
          "date": "2026-02-23",
          "url": "https://www.profgmedia.com/p/how-the-rotation-into-safe-stocks-gone-too-far"
        },
        {
          "name": "Michael Spencer",
          "entity": "https://deepstack.ltd/people/michael-spencer/",
          "claim": "The rapid deployment of AI datacenters creates surging power demand that strains US energy grids, pushing wholesale electricity costs sharply higher and accelerating consumer electricity price growth to roughly 61 percent faster than broader…",
          "date": "2026-05-19",
          "url": "https://www.ai-supremacy.com/p/tensions-mount-over-ai-consequences-on-the-future-2026"
        }
      ]
    },
    {
      "id": "no",
      "label": "Cost-spreading leaves tariff reform unnecessary",
      "summary": "Moses Sternstein argues higher demand lets utilities distribute large fixed infrastructure costs across a bigger base of consumption, lowering per-unit prices for all ratepayers rather than raising them. Under this reasoning, there is little regulatory pressure to adopt special large-load tariffs with minimum-take or exit-fee provisions. This side holds if fewer than three state PUCs approve such tariffs in the window.",
      "voices": [
        {
          "name": "Moses Sternstein",
          "entity": "https://deepstack.ltd/people/moses-sternstein/",
          "claim": "Higher demand allows utilities to distribute their large fixed infrastructure costs across a larger base of consumption, resulting in lower per-unit prices rather than the intuitive outcome of higher prices from higher demand.",
          "date": "2026-07-17",
          "url": "https://www.a16z.news/p/charts-of-the-week-softwares-selective"
        }
      ]
    }
  ],
  "tests": [
    {
      "id": "th079-t01",
      "part": null,
      "thesis": 79,
      "slug": "large-load-tariff-cost-shift",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
      "event": "Constellation Energy, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 20%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "open",
      "callExpects": null,
      "callExpectsBy": null,
      "callExpectsAt": null,
      "callProbability": null,
      "callProbabilityAt": null,
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[0].date",
        "url": null
      },
      "resolver": {
        "kind": "manual",
        "rule": "",
        "question": "",
        "source": null,
        "ambiguity": "",
        "specState": "pending"
      },
      "url": "https://deepstack.ltd/docket/#test-th079-t01",
      "storyUrl": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/#tests",
      "resultUrl": null,
      "machines": [
        {
          "model": "claude-opus-5",
          "p": 60,
          "at": "2026-10-22T14:13:20Z"
        },
        {
          "model": "deepseek-reasoner",
          "p": 60,
          "at": "2026-10-22T14:13:58Z"
        }
      ],
      "readers": null
    },
    {
      "id": "th079-t02",
      "part": null,
      "thesis": 79,
      "slug": "large-load-tariff-cost-shift",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
      "event": "Constellation Energy, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 23%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "open",
      "callExpects": null,
      "callExpectsBy": null,
      "callExpectsAt": null,
      "callProbability": null,
      "callProbabilityAt": null,
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[1].date",
        "url": null
      },
      "resolver": {
        "kind": "manual",
        "rule": "",
        "question": "",
        "source": null,
        "ambiguity": "",
        "specState": "pending"
      },
      "url": "https://deepstack.ltd/docket/#test-th079-t02",
      "storyUrl": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/#tests",
      "resultUrl": null,
      "machines": [
        {
          "model": "claude-opus-5",
          "p": 22,
          "at": "2026-10-22T14:14:03Z"
        },
        {
          "model": "deepseek-reasoner",
          "p": 4,
          "at": "2026-10-22T14:14:08Z"
        }
      ],
      "readers": null
    },
    {
      "id": "th079-t03",
      "part": null,
      "thesis": 79,
      "slug": "large-load-tariff-cost-shift",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
      "event": "Constellation Energy, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 26%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "open",
      "callExpects": null,
      "callExpectsBy": null,
      "callExpectsAt": null,
      "callProbability": null,
      "callProbabilityAt": null,
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[2].date",
        "url": null
      },
      "resolver": {
        "kind": "manual",
        "rule": "",
        "question": "",
        "source": null,
        "ambiguity": "",
        "specState": "pending"
      },
      "url": "https://deepstack.ltd/docket/#test-th079-t03",
      "storyUrl": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/#tests",
      "resultUrl": null,
      "machines": [
        {
          "model": "claude-opus-5",
          "p": 25,
          "at": "2026-10-22T14:14:13Z"
        },
        {
          "model": "deepseek-reasoner",
          "p": 7,
          "at": "2026-10-22T14:14:19Z"
        }
      ],
      "readers": null
    },
    {
      "id": "th079-t04",
      "part": null,
      "thesis": 79,
      "slug": "large-load-tariff-cost-shift",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
      "event": "Constellation Energy, long-term debt as a share of the quarter's revenue, quarter ended September 30, 2026: whether it comes in at or above 320%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "open",
      "callExpects": null,
      "callExpectsBy": null,
      "callExpectsAt": null,
      "callProbability": null,
      "callProbabilityAt": null,
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[3].date",
        "url": null
      },
      "resolver": {
        "kind": "manual",
        "rule": "",
        "question": "",
        "source": null,
        "ambiguity": "",
        "specState": "pending"
      },
      "url": "https://deepstack.ltd/docket/#test-th079-t04",
      "storyUrl": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/#tests",
      "resultUrl": null,
      "machines": [
        {
          "model": "claude-opus-5",
          "p": 63,
          "at": "2026-10-22T14:14:24Z"
        },
        {
          "model": "deepseek-reasoner",
          "p": 55,
          "at": "2026-10-22T14:15:07Z"
        }
      ],
      "readers": null
    },
    {
      "id": "th079-t05",
      "part": null,
      "thesis": 79,
      "slug": "large-load-tariff-cost-shift",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
      "event": "Constellation Energy, long-term debt as a share of the quarter's revenue, quarter ended September 30, 2026: whether it comes in at or above 345%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "open",
      "callExpects": null,
      "callExpectsBy": null,
      "callExpectsAt": null,
      "callProbability": null,
      "callProbabilityAt": null,
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[4].date",
        "url": null
      },
      "resolver": {
        "kind": "manual",
        "rule": "",
        "question": "",
        "source": null,
        "ambiguity": "",
        "specState": "pending"
      },
      "url": "https://deepstack.ltd/docket/#test-th079-t05",
      "storyUrl": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/#tests",
      "resultUrl": null,
      "machines": [
        {
          "model": "claude-opus-5",
          "p": 22,
          "at": "2026-10-22T14:15:16Z"
        },
        {
          "model": "deepseek-reasoner",
          "p": 6,
          "at": "2026-10-22T14:15:33Z"
        }
      ],
      "readers": null
    },
    {
      "id": "th079-t06",
      "part": null,
      "thesis": 79,
      "slug": "large-load-tariff-cost-shift",
      "when": "November 9, 2026",
      "whenLabel": "Nov 9, 2026",
      "date": "2026-11-09",
      "precision": "day",
      "event": "Constellation Energy, long-term debt as a share of the quarter's revenue, quarter ended September 30, 2026: whether it comes in at or above 370%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "open",
      "callExpects": null,
      "callExpectsBy": null,
      "callExpectsAt": null,
      "callProbability": null,
      "callProbabilityAt": null,
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[5].date",
        "url": null
      },
      "resolver": {
        "kind": "manual",
        "rule": "",
        "question": "",
        "source": null,
        "ambiguity": "",
        "specState": "pending"
      },
      "url": "https://deepstack.ltd/docket/#test-th079-t06",
      "storyUrl": "https://deepstack.ltd/theses/large-load-tariff-cost-shift/#tests",
      "resultUrl": null,
      "machines": [
        {
          "model": "claude-opus-5",
          "p": 16,
          "at": "2026-10-22T14:15:37Z"
        },
        {
          "model": "deepseek-reasoner",
          "p": 4,
          "at": "2026-10-22T14:15:48Z"
        }
      ],
      "readers": null
    }
  ]
}
