Thesis · Power, Energy & Grid
Will US electricity generation from natural gas in calendar year 2026 exceed the 2024 level by more than the combined increase from wind, solar, and nuclear over the same period, per EIA Electric Power Monthly?
Gas-fired generation supplies the largest share of incremental US electricity demand through 2026 because turbines can be sited and built faster than any alternative at AI-datacenter timelines.
Who is on each side
The two sides.
Each side in DeepStack’s words, then the voices who argue it, attributed and paraphrased, dated where the date is known. A voice links to its page on DeepStack where one exists.
The case for yes
Gas is the bridge fuel for AI load
AI datacenter load growth arrives on a 2-4 year horizon while nuclear takes a decade and renewables plus storage face interconnection and timeline constraints, leaving combined-cycle and peaker gas as the marginal dispatchable resource. Gas burn for power generation rises faster than any other fuel's contribution to incremental generation, and gas capacity additions and backlogs climb.
The case for no
Gas supply tightness, not non-gas buildout, caps gas's share
Shale depletion in mature basins and rising LNG export demand are tightening the gas market even as data-center power needs grow, a squeeze that could slow gas's incremental generation growth rather than accelerate it. If dry gas supply struggles to keep pace with export and power demand, higher prices could constrain gas-fired generation additions relative to 2024, letting wind, solar, and nuclear close more of the gap than the yes side expects. This side would be shown right if gas's 2024-2026 generation increase comes in below the combined increase from wind, solar, and nuclear.
3 voices
Gas is the bridge fuel for AI load
AI infrastructure requires significant electricity, which is increasingly powered by natural gas as backup and baseload generation. Major financial institutions and tech companies are financing AI buildout, creating structural demand for natural gas.
As AI and data centers scale, power demands grow exponentially. New nuclear plants take 10+ years to build and face political resistance. Renewable buildout has timeline constraints. Natural gas plants can be built and deployed quickly and are…
The shift to electric vehicles combined with AI applications creates significantly higher electricity demand; this demand is met primarily through natural gas generation while longer-term sources like nuclear transition over decades.
2 voices
Gas supply tightness, not non-gas buildout, caps gas's share
Michael Spyker
Because official forecasts have understated how much domestic gas demand (especially from data centers) would grow, LNG developers planned export capacity assuming ample surplus gas would remain available; as AI-driven demand materializes…
Tscsw
The shale region experiencing historical depletion while demand surges from energy-intensive AI facilities and increased European LNG demand creates supply constraints supporting price appreciation.
What would settle it
The dated tests.
Each test names the public source that settles it, the rule and the day. The Call’s number, the readers’ median and the machines’ numbers stand beside it, as on the Docket.
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%.
On the Docket Pendingth072-t01Open question
Specification pending
The machinesClaude 63% · DeepSeek 20%
Your numberSign in by email to forecast
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%.
On the Docket Pendingth072-t02Open question
Specification pending
The machinesClaude 33% · DeepSeek 15%
Your numberSign in by email to forecast
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%.
On the Docket Pendingth072-t03Open question
Specification pending
The machinesClaude 27% · DeepSeek 4%
Your numberSign in by email to forecast
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%.
On the Docket Pendingth072-t04Pre-specified
- Question
- Did the long-term debt of Constellation Energy at the end of the quarter ended September 30, 2026 come to at or above 320.0% of its revenue for the quarter?
- Source
- SEC EDGAR, XBRL company facts of Constellation Energy (Forms 10-Q and 10-K)
- Rule
- Divide the long-term debt that Constellation Energy reports at the end of the quarter ended September 30, 2026 by the revenue it 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 320.0%; no if it is below 320.0%.
- If the source is late, revised or silent
- 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.
- Base rate
- Constellation Energy's long-term debt as a share of the quarter's revenue was 335.5% at the end of the quarter ended June 30, 2026, by its filing on SEC EDGAR.
- Outside view
- The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
- What would change the number
- A change in product mix, a one-time charge, or a reclassified line would move the reading.
The Call, before the dateExpects yes. Gives the yes answer 61%.
0 · no100 · yes
The machinesClaude 33% · DeepSeek 52%
The ladder 3 rungs on one reading, Nov 9, 2026: each asks whether it lands above its threshold, so the Call’s numbers down the rungs sketch where it expects the reading to land. Above 320%Call 61% · Claude 33% · DeepSeek 52%
Above 355%Call 44% · Claude 22% · DeepSeek 8%
Above 390%Call 24% · Claude 22% · DeepSeek 5%
0 · no50100 · yes
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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 355%.
On the Docket Pendingth072-t05Pre-specified
- Question
- Did the long-term debt of Constellation Energy at the end of the quarter ended September 30, 2026 come to at or above 355.0% of its revenue for the quarter?
- Source
- SEC EDGAR, XBRL company facts of Constellation Energy (Forms 10-Q and 10-K)
- Rule
- Divide the long-term debt that Constellation Energy reports at the end of the quarter ended September 30, 2026 by the revenue it 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 355.0%; no if it is below 355.0%.
- If the source is late, revised or silent
- 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.
- Base rate
- Constellation Energy's long-term debt as a share of the quarter's revenue was 335.5% at the end of the quarter ended June 30, 2026, by its filing on SEC EDGAR.
- Outside view
- The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
- What would change the number
- A change in product mix, a one-time charge, or a reclassified line would move the reading.
The Call, before the dateExpects no. Gives the yes answer 44%.
0 · no100 · yes
The machinesClaude 22% · DeepSeek 8%
Your numberSign in by email to forecast
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 390%.
On the Docket Pendingth072-t06Pre-specified
- Question
- Did the long-term debt of Constellation Energy at the end of the quarter ended September 30, 2026 come to at or above 390.0% of its revenue for the quarter?
- Source
- SEC EDGAR, XBRL company facts of Constellation Energy (Forms 10-Q and 10-K)
- Rule
- Divide the long-term debt that Constellation Energy reports at the end of the quarter ended September 30, 2026 by the revenue it 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 390.0%; no if it is below 390.0%.
- If the source is late, revised or silent
- 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.
- Base rate
- Constellation Energy's long-term debt as a share of the quarter's revenue was 335.5% at the end of the quarter ended June 30, 2026, by its filing on SEC EDGAR.
- Outside view
- The year-earlier quarter is not on the same concept in the filings, so the rungs sit on the last print alone.
- What would change the number
- A change in product mix, a one-time charge, or a reclassified line would move the reading.
The Call, before the dateExpects no. Gives the yes answer 24%.
0 · no100 · yes
The machinesClaude 22% · DeepSeek 5%
Your numberSign in by email to forecast
In The Buildout
The Parts on the same question.
The stories that take up this thesis, with their own Calls and tests.
Part 06: Power Doesn’t Depreciate. Its Premium Moves.
AI’s scarcity rent is shifting from chips to permitted, delivered power, but execution, politics and demand can still break the trade.
Part 13: The Ratepayer Pays First
Data centers pay for the wires they cause. The higher capacity price their demand sets reaches every household in PJM first. DeepStack reads both bills and names the federal price data and the December auction that will test the view.
A thesis page states one question and both sides of it; DeepStack takes no side in words, and its view is the number it gives each test before the date. Analysis and opinion, not investment advice. Voices are paraphrased from public writing and attributed by name; DeepStack shows no score, ranking or accuracy for any person. Pre-specified means the words were approved on or before the test’s date. Specified after the date means they were written afterwards: such a test is counted and shown, and never rated. An open question has no words yet. The Call’s number is the chance, from 0 to 100, that the Call gives the yes answer to a test’s question, recorded before the test’s date; it is DeepStack’s own reading, not a market price and not advice. The readers’ mark on the same line is the readers’ median, the middle of the numbers signed-in readers gave the test, shown from 25 readers. The machines: Each model read this page and nothing else. The number that counts is the latest one each model gave before the test closed.