{ "generatedAt": "2026-10-22T15:15:11Z", "url": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/", "disclaimer": "Analysis and opinion, not investment advice.", "id": "interconnection-queue-delays-poweron-2027", "number": 75, "question": "Will a major US hyperscaler attribute an AI capacity delay to power or grid interconnection between 2026-11-15 and 2027-12-31?", "dek": "Grid interconnection and electrical-chain timing, not capital or chip availability, is the binding constraint, and hyperscalers will say so on the record as power-on dates slip.", "family": "T04", "subthesis": "T04.03", "sector": "AI.POWER", "subsectors": [ "AI.POWER.TRANS", "AI.DC.CAMPUS", "AI.POWER.UTIL", "AI.POWER.GRIDEQ" ], "relatedParts": [ 6, 13 ], "approvedAt": "2026-10-22T05:42:55Z", "sectorName": "Power, Energy & Grid", "api": "https://deepstack.ltd/api/v1/theses/interconnection-queue-delays-poweron-2027.json", "sides": [ { "id": "yes", "label": "Interconnection capacity is the bottleneck", "summary": "Multi-year interconnection queues, transformer and switchgear lead times, and substation construction cycles that cannot compress to match 12-24 month data center build schedules. Announced and funded data center capacity reaches energization later than planned, producing dark shells and explicit management attribution of delays to power rather than GPUs.", "voices": [ { "name": "Gaetano", "entity": "https://deepstack.ltd/people/gaetano/", "claim": "Hard constraints on power grid access and permitting make single large facilities infeasible, so hyperscalers distribute compute across multiple smaller buildings or campuses to reduce environmental footprint per site and ease permitting, even…", "date": "2026-09-01", "url": "https://gaetanoresearch.substack.com/p/we-need-to-talk-video-data-center" }, { "name": "Daniel Romero", "entity": "https://deepstack.ltd/people/daniel-romero/", "claim": "As NVIDIA and other chip makers increase rack power density from tens of kW to hundreds of kW, grids, substations, transformers, and generation capacity that take multi-year timescales to build become the limiting factor. Compute performance…", "date": "2026-08-28", "url": "https://hypertechinvest.com/p/the-safest-bet-in-the-ai-buildout" }, { "name": "Scott Galloway", "entity": "https://deepstack.ltd/people/scott-galloway/", "claim": "Grid capacity as the binding constraint on AI buildout", "date": "2026-06-16", "url": "https://www.profgmedia.com/p/america-at-250-with-heather-cox-richardson" }, { "name": "Stephen Clapham", "entity": "https://deepstack.ltd/people/stephen-clapham/", "claim": "Physical constraints, not models, gate AI deployment", "date": "2026-06-14", "url": "https://behindthebalancesheet.substack.com/p/the-new-computer" }, { "name": "Michael Spencer", "entity": "https://deepstack.ltd/people/michael-spencer/", "claim": "Frontier data centers need power delivered to specific sites on schedules determined by model release cycles and competitive advantage, not by traditional utility expansion timelines. Permitting speed, grid interconnection capacity, and ability to…", "date": "2026-03-25", "url": "https://www.ai-supremacy.com/p/the-geopolitical-chokepoints-of-artificial" }, { "name": "Tscsw", "entity": null, "claim": "Physical infrastructure operates on time scales incompatible with both digital deployment speed and hardware obsolescence. Equipment becomes obsolete in 2-3 years but data centers operate for decades, creating a cascading problem where deployed…", "date": "2025-11-12", "url": "https://tscsw.substack.com/p/jp-morgans-7-trillion-ai-warning" } ] }, { "id": "no", "label": "Chip and labor shortages are the binding constraint", "summary": "Shortages of chips and skilled labor, such as electricians and plumbers, are what keep the AI compute market from reaching overcapacity, not grid interconnection. This side would be shown right if hyperscalers consistently cite GPU or memory supply and workforce shortages, rather than power or interconnection, as the binding constraint on AI capacity through 2027.", "voices": [ { "name": "Barry Ritholtz", "entity": null, "claim": "Ankur Crawford argues that if there were an infinite supply of chips, people and power, the market would already be in overcapacity because everyone would build as fast as they wanted; instead, the shortage of chips, workers like plumbers and…", "date": "2026-08-14", "url": "https://ritholtz.com/2026/08/transcript-ankur-crawford#p3" } ] } ], "tests": [ { "id": "th075-t01", "part": null, "thesis": 75, "slug": "interconnection-queue-delays-poweron-2027", "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 18%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 66, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[0].date", "url": null }, "resolver": { "kind": "manual", "rule": "Divide the purchases of property and equipment by the revenue that Constellation Energy reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 18.0%; no if it is below 18.0%.", "question": "Did the purchases of property and equipment of Constellation Energy for the quarter ended September 30, 2026 come to at or above 18.0% of its revenue?", "source": { "label": "SEC EDGAR, XBRL company facts of Constellation Energy (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001868275.json" }, "ambiguity": "If Constellation Energy has not filed by November 16, 2026, 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": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level A)" } ], "callExpects": "yes", "format": "ladder", "group": "th075-ceg-capex-intensity", "threshold": 18, "direction": "above", "unit": "%", "think": { "baseRate": "Constellation Energy's purchases of property and equipment as a share of revenue was 21.3% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 14.9%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th075-t01", "storyUrl": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 69, "at": "2026-10-22T06:45:46Z" }, { "model": "deepseek-reasoner", "p": 25, "at": "2026-10-22T06:46:29Z" } ], "readers": null }, { "id": "th075-t02", "part": null, "thesis": 75, "slug": "interconnection-queue-delays-poweron-2027", "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 22%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "either", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 47, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[1].date", "url": null }, "resolver": { "kind": "manual", "rule": "Divide the purchases of property and equipment by the revenue that Constellation Energy reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 22.0%; no if it is below 22.0%.", "question": "Did the purchases of property and equipment of Constellation Energy for the quarter ended September 30, 2026 come to at or above 22.0% of its revenue?", "source": { "label": "SEC EDGAR, XBRL company facts of Constellation Energy (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001868275.json" }, "ambiguity": "If Constellation Energy has not filed by November 16, 2026, 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": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level A)" } ], "callExpects": "either", "format": "ladder", "group": "th075-ceg-capex-intensity", "threshold": 22, "direction": "above", "unit": "%", "think": { "baseRate": "Constellation Energy's purchases of property and equipment as a share of revenue was 21.3% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 14.9%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th075-t02", "storyUrl": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 60, "at": "2026-10-22T06:46:33Z" }, { "model": "deepseek-reasoner", "p": 6, "at": "2026-10-22T06:46:42Z" } ], "readers": null }, { "id": "th075-t03", "part": null, "thesis": 75, "slug": "interconnection-queue-delays-poweron-2027", "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": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level A)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 27, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[2].date", "url": null }, "resolver": { "kind": "manual", "rule": "Divide the purchases of property and equipment by the revenue that Constellation Energy reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 26.0%; no if it is below 26.0%.", "question": "Did the purchases of property and equipment of Constellation Energy for the quarter ended September 30, 2026 come to at or above 26.0% of its revenue?", "source": { "label": "SEC EDGAR, XBRL company facts of Constellation Energy (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001868275.json" }, "ambiguity": "If Constellation Energy has not filed by November 16, 2026, 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": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level A)" } ], "callExpects": "no", "format": "ladder", "group": "th075-ceg-capex-intensity", "threshold": 26, "direction": "above", "unit": "%", "think": { "baseRate": "Constellation Energy's purchases of property and equipment as a share of revenue was 21.3% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 14.9%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th075-t03", "storyUrl": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 33, "at": "2026-10-22T06:46:46Z" }, { "model": "deepseek-reasoner", "p": 8, "at": "2026-10-22T06:46:55Z" } ], "readers": null }, { "id": "th075-t04", "part": null, "thesis": 75, "slug": "interconnection-queue-delays-poweron-2027", "when": "November 6, 2026", "whenLabel": "Nov 6, 2026", "date": "2026-11-06", "precision": "day", "event": "Vistra, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 14%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "yes", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 64, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[3].date", "url": null }, "resolver": { "kind": "manual", "rule": "Divide the purchases of property and equipment by the revenue that Vistra reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 14.0%; no if it is below 14.0%.", "question": "Did the purchases of property and equipment of Vistra for the quarter ended September 30, 2026 come to at or above 14.0% of its revenue?", "source": { "label": "SEC EDGAR, XBRL company facts of Vistra (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001692819.json" }, "ambiguity": "If Vistra has not filed by November 16, 2026, 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": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level B)" } ], "callExpects": "yes", "format": "ladder", "group": "th075-vst-capex-intensity", "threshold": 14, "direction": "above", "unit": "%", "think": { "baseRate": "Vistra's purchases of property and equipment as a share of revenue was 15.7% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 18.4%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th075-t04", "storyUrl": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 73, "at": "2026-10-22T06:46:59Z" }, { "model": "deepseek-reasoner", "p": 65, "at": "2026-10-22T06:47:22Z" } ], "readers": null }, { "id": "th075-t05", "part": null, "thesis": 75, "slug": "interconnection-queue-delays-poweron-2027", "when": "November 6, 2026", "whenLabel": "Nov 6, 2026", "date": "2026-11-06", "precision": "day", "event": "Vistra, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 17%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 44, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[4].date", "url": null }, "resolver": { "kind": "manual", "rule": "Divide the purchases of property and equipment by the revenue that Vistra reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 17.0%; no if it is below 17.0%.", "question": "Did the purchases of property and equipment of Vistra for the quarter ended September 30, 2026 come to at or above 17.0% of its revenue?", "source": { "label": "SEC EDGAR, XBRL company facts of Vistra (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001692819.json" }, "ambiguity": "If Vistra has not filed by November 16, 2026, 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": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level B)" } ], "callExpects": "no", "format": "ladder", "group": "th075-vst-capex-intensity", "threshold": 17, "direction": "above", "unit": "%", "think": { "baseRate": "Vistra's purchases of property and equipment as a share of revenue was 15.7% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 18.4%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th075-t05", "storyUrl": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 40, "at": "2026-10-22T06:47:26Z" }, { "model": "deepseek-reasoner", "p": 18, "at": "2026-10-22T06:47:46Z" } ], "readers": null }, { "id": "th075-t06", "part": null, "thesis": 75, "slug": "interconnection-queue-delays-poweron-2027", "when": "November 6, 2026", "whenLabel": "Nov 6, 2026", "date": "2026-11-06", "precision": "day", "event": "Vistra, purchases of property and equipment as a share of revenue, quarter ended September 30, 2026: whether it comes in at or above 21%.", "status": "pending", "resultId": null, "sameAs": null, "stage": "pre", "callExpects": "no", "callExpectsBy": "Desk Editor (level B)", "callExpectsAt": "2026-10-22T08:14:29Z", "callProbability": 23, "callProbabilityAt": "2026-10-22T08:14:29Z", "callProbabilityHistory": [], "source": { "kind": "thesis", "ref": "tests[5].date", "url": null }, "resolver": { "kind": "manual", "rule": "Divide the purchases of property and equipment by the revenue that Vistra reports for the quarter ended September 30, 2026 in its 10-Q or 10-K filing on SEC EDGAR. The answer is yes if the ratio is at or above 21.0%; no if it is below 21.0%.", "question": "Did the purchases of property and equipment of Vistra for the quarter ended September 30, 2026 come to at or above 21.0% of its revenue?", "source": { "label": "SEC EDGAR, XBRL company facts of Vistra (Forms 10-Q and 10-K)", "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001692819.json" }, "ambiguity": "If Vistra has not filed by November 16, 2026, 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": [ { "version": 1, "date": "2026-10-22", "reason": "First specification.", "by": "Desk Editor (level B)" } ], "callExpects": "no", "format": "ladder", "group": "th075-vst-capex-intensity", "threshold": 21, "direction": "above", "unit": "%", "think": { "baseRate": "Vistra's purchases of property and equipment as a share of revenue was 15.7% for the quarter ended June 30, 2026, by its filing on SEC EDGAR.", "outsideView": "A year earlier, for the quarter ended June 30, 2025, the same line read 18.4%, so the rungs sit on the last print.", "wouldChange": "A change in product mix, a one-time charge, or a reclassified line would move the reading." } }, "url": "https://deepstack.ltd/docket/#test-th075-t06", "storyUrl": "https://deepstack.ltd/theses/interconnection-queue-delays-poweron-2027/#tests", "resultUrl": null, "machines": [ { "model": "claude-opus-5", "p": 40, "at": "2026-10-22T06:47:50Z" }, { "model": "deepseek-reasoner", "p": 87, "at": "2026-10-22T06:47:56Z" } ], "readers": null } ] }