{
  "generatedAt": "2026-10-22T15:15:11Z",
  "url": "https://deepstack.ltd/theses/power-becomes-priced-bottleneck/",
  "disclaimer": "Analysis and opinion, not investment advice.",
  "id": "power-becomes-priced-bottleneck",
  "number": 133,
  "question": "Will EIA report commercial or data-center-linked electricity sales growth above 5% year-over-year for calendar 2026, by late 2027?",
  "dek": "Electricity and interconnection are the rivalrous complement whose scarcity converts AI demand into sustained rent for power owners rather than for model or app providers.",
  "family": "T16",
  "subthesis": "T16.03",
  "sector": "AI.DC",
  "subsectors": [
    "AI.DC.CAMPUS",
    "AI.POWER.GRIDEQ",
    "AI.SEMI.GPU",
    "AI.POWER.UTIL"
  ],
  "relatedParts": [
    12
  ],
  "approvedAt": "2026-10-22T05:42:55Z",
  "sectorName": "Data Centers & Physical Infrastructure",
  "api": "https://deepstack.ltd/api/v1/theses/power-becomes-priced-bottleneck.json",
  "sides": [
    {
      "id": "yes",
      "label": "Margin migrates to chips and power",
      "summary": "Two workloads cannot share a megawatt, so compute growth bids up power, grid capacity and siting rights that cannot be designed around. Power producers and infrastructure owners capture durable pricing power and long-dated contracted revenue, while model providers' gross margins compress under inference bills. Capital concentrates in the physical bottlenecks that every contestant in the AI race must pass through, not in the software layered on top.",
      "voices": [
        {
          "name": "Brian Albrecht",
          "entity": null,
          "claim": "Two workloads cannot use the same GPU-hour or megawatt, so as intelligence gets copied users bid harder for compute and electricity; the Ricardian rent lands on the scarce complement rather than on the model.",
          "date": "2026-07-09",
          "url": "https://www.economicforces.xyz/p/where-the-returns-to-ai-go"
        },
        {
          "name": "Compounding Quality",
          "entity": null,
          "claim": "Toolmakers capture the boom regardless of which contestant wins",
          "date": "2026-05-07",
          "url": "https://www.compoundingquality.net/p/update-buy-hold-sell-list-may-2026"
        },
        {
          "name": "Moses Sternstein",
          "entity": "https://deepstack.ltd/people/moses-sternstein/",
          "claim": "The AI infrastructure wave demands physical infrastructure and hardware to operationalize AI capabilities, shifting investor and market attention from software-only to hardware and infrastructure companies. This rotation is reinforced by defense…",
          "date": "2026-06-26",
          "url": "https://www.a16z.news/p/charts-of-the-week-cycles-different"
        },
        {
          "name": "Market Sentiment",
          "entity": "https://deepstack.ltd/people/market-sentiment/",
          "claim": "Capital floods unevenly to unavoidable bottlenecks",
          "date": "2026-07-10",
          "url": "https://www.marketsentiment.co/p/ms-101"
        }
      ]
    },
    {
      "id": "no",
      "label": "Value migrates to industry adopters and applications",
      "summary": "The current wave of capital spending on chips, data centers and power is a build-out phase that precedes a later phase in which non-AI industries reorganize around the new capability, echoing railroads, electrification and the internet. Once that diffusion happens, the greatest economic value shifts to the industries and application-layer products that embed AI into workflows with measurable returns, not to the infrastructure builders themselves. This side would be confirmed if commercial or data-center-linked electricity sales growth stays below 5% year-over-year for 2026, since that would suggest efficiency and diffusion gains are offsetting raw AI load growth.",
      "voices": [
        {
          "name": "Vltava Fund",
          "entity": null,
          "claim": "Following the historical pattern of railroads, electrification, and the internet, an initial infrastructure build-out phase precedes a later phase in which non-technology sectors leverage the new capability to reorganize their operations and…",
          "date": "2026-04-01",
          "url": "https://fiscal.ai/fund-letters/vltava-fund-q1-2026-fscl_document_2MUE7NPC486"
        }
      ]
    }
  ],
  "tests": [
    {
      "id": "th133-t01",
      "part": null,
      "thesis": 133,
      "slug": "power-becomes-priced-bottleneck",
      "when": "December 3, 2026",
      "whenLabel": "Dec 3, 2026",
      "date": "2026-12-03",
      "precision": "day",
      "event": "HPE, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above -10%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "pre",
      "callExpects": "no",
      "callExpectsBy": "Desk Editor (level A)",
      "callExpectsAt": "2026-10-22T08:14:29Z",
      "callProbability": 42,
      "callProbabilityAt": "2026-10-22T08:14:29Z",
      "callProbabilityHistory": [],
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        "question": "Did the long-term debt of HPE at the end of the quarter ended October 31, 2026 grow at or above -10.0% from the quarter ended October 31, 2025?",
        "source": {
          "label": "SEC EDGAR, XBRL company facts of HPE (Forms 10-Q and 10-K)",
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        },
        "ambiguity": "If HPE has not filed by January 6, 2027, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.",
        "specState": "approved",
        "specVersion": 1,
        "specUpdatedOn": "2026-10-22",
        "specHistory": [
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            "version": 1,
            "date": "2026-10-22",
            "reason": "First specification.",
            "by": "Desk Editor (level A)"
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        "callExpects": "no",
        "format": "ladder",
        "group": "th133-hpe-debt-yoy",
        "threshold": -10,
        "direction": "above",
        "unit": "%",
        "think": {
          "baseRate": "HPE's long-term debt growth from a year earlier was -14.4% at the end of the quarter ended July 31, 2026, by its filing on SEC EDGAR.",
          "outsideView": "The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.",
          "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading."
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      "url": "https://deepstack.ltd/docket/#test-th133-t01",
      "storyUrl": "https://deepstack.ltd/theses/power-becomes-priced-bottleneck/#tests",
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      "id": "th133-t02",
      "part": null,
      "thesis": 133,
      "slug": "power-becomes-priced-bottleneck",
      "when": "December 3, 2026",
      "whenLabel": "Dec 3, 2026",
      "date": "2026-12-03",
      "precision": "day",
      "event": "HPE, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above -2%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "pre",
      "callExpects": "no",
      "callExpectsBy": "Desk Editor (level A)",
      "callExpectsAt": "2026-10-22T08:14:29Z",
      "callProbability": 27,
      "callProbabilityAt": "2026-10-22T08:14:29Z",
      "callProbabilityHistory": [],
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        "question": "Did the long-term debt of HPE at the end of the quarter ended October 31, 2026 grow at or above -2.0% from the quarter ended October 31, 2025?",
        "source": {
          "label": "SEC EDGAR, XBRL company facts of HPE (Forms 10-Q and 10-K)",
          "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001645590.json"
        },
        "ambiguity": "If HPE has not filed by January 6, 2027, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.",
        "specState": "approved",
        "specVersion": 1,
        "specUpdatedOn": "2026-10-22",
        "specHistory": [
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            "version": 1,
            "date": "2026-10-22",
            "reason": "First specification.",
            "by": "Desk Editor (level A)"
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        "callExpects": "no",
        "format": "ladder",
        "group": "th133-hpe-debt-yoy",
        "threshold": -2,
        "direction": "above",
        "unit": "%",
        "think": {
          "baseRate": "HPE's long-term debt growth from a year earlier was -14.4% at the end of the quarter ended July 31, 2026, by its filing on SEC EDGAR.",
          "outsideView": "The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.",
          "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading."
        }
      },
      "url": "https://deepstack.ltd/docket/#test-th133-t02",
      "storyUrl": "https://deepstack.ltd/theses/power-becomes-priced-bottleneck/#tests",
      "resultUrl": null,
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          "p": 27,
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    {
      "id": "th133-t03",
      "part": null,
      "thesis": 133,
      "slug": "power-becomes-priced-bottleneck",
      "when": "December 3, 2026",
      "whenLabel": "Dec 3, 2026",
      "date": "2026-12-03",
      "precision": "day",
      "event": "HPE, long-term debt growth from a year earlier, quarter ended October 31, 2026: whether it comes in at or above 6%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
      "stage": "pre",
      "callExpects": "no",
      "callExpectsBy": "Desk Editor (level A)",
      "callExpectsAt": "2026-10-22T08:14:29Z",
      "callProbability": 16,
      "callProbabilityAt": "2026-10-22T08:14:29Z",
      "callProbabilityHistory": [],
      "source": {
        "kind": "thesis",
        "ref": "tests[2].date",
        "url": null
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        "kind": "manual",
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        "question": "Did the long-term debt of HPE at the end of the quarter ended October 31, 2026 grow at or above 6.0% from the quarter ended October 31, 2025?",
        "source": {
          "label": "SEC EDGAR, XBRL company facts of HPE (Forms 10-Q and 10-K)",
          "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001645590.json"
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        "ambiguity": "If HPE has not filed by January 6, 2027, or a filing restates a period the rule reads, the test is inconclusive, and the Result says what was read and what was missing.",
        "specState": "approved",
        "specVersion": 1,
        "specUpdatedOn": "2026-10-22",
        "specHistory": [
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            "version": 1,
            "date": "2026-10-22",
            "reason": "First specification.",
            "by": "Desk Editor (level A)"
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        "callExpects": "no",
        "format": "ladder",
        "group": "th133-hpe-debt-yoy",
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        "unit": "%",
        "think": {
          "baseRate": "HPE's long-term debt growth from a year earlier was -14.4% at the end of the quarter ended July 31, 2026, by its filing on SEC EDGAR.",
          "outsideView": "The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.",
          "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading."
        }
      },
      "url": "https://deepstack.ltd/docket/#test-th133-t03",
      "storyUrl": "https://deepstack.ltd/theses/power-becomes-priced-bottleneck/#tests",
      "resultUrl": null,
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    },
    {
      "id": "th133-t04",
      "part": null,
      "thesis": 133,
      "slug": "power-becomes-priced-bottleneck",
      "when": "October 28, 2026",
      "whenLabel": "Oct 28, 2026",
      "date": "2026-10-28",
      "precision": "day",
      "event": "Equinix, long-term debt as a share of the quarter's revenue, quarter ended September 30, 2026: whether it comes in at or above 720%.",
      "status": "pending",
      "resultId": null,
      "sameAs": null,
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        "ref": "tests[3].date",
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      },
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          "at": "2026-10-22T14:40:18Z"
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      "id": "th133-t05",
      "part": null,
      "thesis": 133,
      "slug": "power-becomes-priced-bottleneck",
      "when": "October 28, 2026",
      "whenLabel": "Oct 28, 2026",
      "date": "2026-10-28",
      "precision": "day",
      "event": "Equinix, long-term debt as a share of the quarter's revenue, quarter ended September 30, 2026: whether it comes in at or above 760%.",
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        "ref": "tests[4].date",
        "url": null
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        "ambiguity": "",
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          "p": 57,
          "at": "2026-10-22T14:41:08Z"
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    {
      "id": "th133-t06",
      "part": null,
      "thesis": 133,
      "slug": "power-becomes-priced-bottleneck",
      "when": "October 28, 2026",
      "whenLabel": "Oct 28, 2026",
      "date": "2026-10-28",
      "precision": "day",
      "event": "Equinix, long-term debt as a share of the quarter's revenue, quarter ended September 30, 2026: whether it comes in at or above 800%.",
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        "ref": "tests[5].date",
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      },
      "url": "https://deepstack.ltd/docket/#test-th133-t06",
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}