Company

OpenAI

OpenAI appears in Part 2, Part 3, Part 4, Part 5, Part 7, Part 8, Part 9, Part 10 of The Buildout. Part 2: SpaceX Is Funding an AI Bet Before the Proof; Part 3: The Machines Will Work. The Debt Might Not.; Part 4: AI Spending Has Met Its First Real Bill; Part 5: OpenAI and Anthropic Are Not the Same Business; Part 7: The Fed Hiked. The Long End Still Climbed.; Part 8: AI Lenders Are Financing the End of Scarcity; Part 9: Habit Was the Moat. Agents Are Draining It.; Part 10: The Bubble Is in the Denominator.

In 8 parts of The Buildout: Part 10, Part 09, Part 08, Part 07, Part 05, Part 04, Part 03, Part 02 · Updated Oct 8, 2026

Privately held; no market quote.

By the numbers

What the stories reported.

Each figure carries its date and source in the story it comes from.

Where the argument touches it

On each side.

Paraphrased and attributed, with the date and a link where one exists. DeepStack keeps no score of who was right; the dated tests do that work in the open.

  1. Part 10 · Still renting at January pricesOct 2, 2026

    The creator believes that if OpenAI were public, its stock would have gapped up 30% or more on hitting $70 billion in ARR, a blowout versus expectations on the level of Nvidia in May 2023, and that the figure proves his August report that OpenAI's…

    The Bubble Is in the Denominator Who is on each side Source

  2. Part 10 · Not the customers, yetOct 5, 2026

    There is an AI lab bubble, though not an AI bubble infecting the whole market, as shown by Nvidia's valuation having come down significantly; excessive excitement surrounds Anthropic and OpenAI because they are new and exciting even though they…

    The Bubble Is in the Denominator Who is on each side Source

  3. Part 10 · Everyone, soon

    OpenAI near $70B a year.

    The Bubble Is in the Denominator Who is on each side Source

  4. Part 10 · Everyone, soonSep 21, 2026

    OpenAI's combined annualized revenue with Anthropic reached $105 billion (OpenAI $40 billion, Anthropic $65 billion) in July 2026, which is nowhere near the figure needed to support the modeled 2027 buildout, and this understates the true gap since…

    The Bubble Is in the Denominator Who is on each side Source

  5. Part 09 · Eighteen months, or lessSep 22, 2026

    Having used Muse over the past week, the creator found problems in the quality and accuracy of its responses and found it hard to choose it over ChatGPT, and suspects others will feel the same way.

    Habit Was the Moat. Agents Are Draining It. Who is on each side Source

  6. Part 09 · Eighteen months, or lessSep 22, 2026

    Despite Muse's initial traction, its long-term success is far from assured; Meta can cross-promote it across Facebook, Instagram, and WhatsApp, but competitors with similar distribution advantages are coming, with OpenAI likely being the biggest…

    Habit Was the Moat. Agents Are Draining It. Who is on each side Source

  7. Part 09 · Still a demoSep 28, 2026

    The creators argue OpenAI will prevail not because of best models, chips, cost-performance curve or even best product — though they think OpenAI has those — but because it is so good at creating new kinds of customers and has the most durable…

    Habit Was the Moat. Agents Are Draining It. Who is on each side Source

  8. Part 09 · The inertia businessesOct 2, 2026

    After personally using OpenAI's Dots, Meta's Muse and Instinct, the creator says he now has much higher confidence that personal AI agents will be the future of computing and a lift off for a new AI wave, praising how they proactively ping him…

    Habit Was the Moat. Agents Are Draining It. Who is on each side Source

  9. Part 09 · The owner of the agentSep 21, 2026

    Muse is gaining traction: as of that Friday it ranked No. 1 in Apple's App Store ahead of ChatGPT at No. 2, Gemini at No. 8, and Claude at No. 13, and since its September 8 unveiling Meta has added nearly $170 billion in market cap and is up 9%…

    Habit Was the Moat. Agents Are Draining It. Who is on each side Source

  10. Part 08 · The cash has to tripleSep 21, 2026

    OpenAI's combined annualized revenue with Anthropic reached $105 billion (OpenAI $40 billion, Anthropic $65 billion) in July 2026, which is nowhere near the figure needed to support the modeled 2027 buildout, and this understates the true gap since…

    AI Lenders Are Financing the End of Scarcity Who is on each side Source

  11. Part 08 · Guarantees, not faithSep 9, 2026

    Hyperscalers including Google, Microsoft, Amazon, and Meta have spent over a trillion dollars in capital expenditure on GPUs, largely to capture revenue from OpenAI and Anthropic, which they themselves continue to fund, creating a closed loop where…

    AI Lenders Are Financing the End of Scarcity Who is on each side Source

  12. Part 05 · OpenAI: commoditizedAug 20, 2026

    OpenAI grew revenue only about 18% quarter over quarter in Q2 2026 (from $5.7B to $6.7B), while Anthropic grew 142% quarter over quarter to $11.6B, showing OpenAI is slowing at the worst possible time just before its IPO.

    OpenAI and Anthropic Are Not the Same Business Who is on each side Source

  13. Part 05 · Voices that cross sidesAug 11, 2026

    Because OpenAI and Anthropic pay their bills with venture funding of which Big Tech supplies roughly 40%, revenue Big Tech books from them is partly recycled from itself and not real growth.

    OpenAI and Anthropic Are Not the Same Business Who is on each side Source

  14. Part 05 · Voices that cross sidesAug 11, 2026

    If Big Tech depends heavily on OpenAI and Anthropic for revenue growth, that growth is unsustainable because both customers are massively unprofitable and may not survive.

    OpenAI and Anthropic Are Not the Same Business Who is on each side Source

  15. Part 02 · The number is realAug 7, 2026

    Selling frontier-model inference is extraordinarily profitable: on a GB300 cluster, OpenAI and Anthropic can generate over 100 billion dollars per gigawatt-year of revenue against roughly 12 billion of rental cost.

    SpaceX Is Funding an AI Bet Before the Proof Who is on each side Source

In The Buildout

Where OpenAI appears.

One line per story, from the story itself.

  2. Part 08Lede

    On September 24, Oracle sent a letter to a unit of Blue Owl Capital about Project Jupiter, a 2.45-gigawatt New Mexico campus being built for the Stargate venture with OpenAI.

    AI Lenders Are Financing the End of Scarcity

  4. Part 08Cash, or a loop

    Ed Zitron said Alphabet, Amazon, Meta and Microsoft have together spent over $1 trillion on Nvidia GPUs, mostly to win the business of OpenAI and Anthropic, two companies they also help fund and that both lose heavily.

    AI Lenders Are Financing the End of Scarcity

  5. Part 07AI meets the rate

    Apollo, relayed by DeepValue Capital, assumes hyperscaler operating cash flow triples from $600 billion to $2 trillion, with OpenAI and Anthropic accounting for more than half of a $2.3 trillion backlog.

    The Fed Hiked. The Long End Still Climbed.

  9. Part 04The tape picks winners

    We would be wrong if Alphabet’s higher 2027 budget lifted the stock, operating cash flow caught up with capital spending, and the next financing for OpenAI and Anthropic showed durable revenue without widening credit terms.

    AI Spending Has Met Its First Real Bill

  10. Part 03Debt is the product

    His sharpest exhibit is that Nvidia was in talks to guarantee roughly $250 billion of lease and debt financing for an OpenAI data-center campus in Ohio, plus up to $350 billion for OpenAI’s chip purchases.

    The Machines Will Work. The Debt Might Not.

  11. Part 03Demand has teeth

    His checklist is substantial: token demand is up roughly 17,000-fold in four years; DeepSeek raised token prices despite a strategy built on undercutting; combined OpenAI and Anthropic revenue run rates crossed $110 billion in July; and Morgan Stanley put hyperscaler returns on AI capital expenditure at 25 to 46 percent.

    The Machines Will Work. The Debt Might Not.

  12. Part 02The customer test

    Kevin Gee’s wider question is the one the stock cannot answer with a slide: can the market absorb three trillion-dollar cash-burning IPOs in a single window, with OpenAI still to come?

    SpaceX Is Funding an AI Bet Before the Proof

On the Docket

The tests that name OpenAI.

Each is on the Docket and resolves on the Results page.

  1. Next lab financing

    OpenAI and Anthropic revenue and funding terms emerge; deceleration, not decline, is the trigger for a reflexive break.

    Part 04: AI Spending Has Met Its First Real Bill Pending

Across the DeepStack reading

How often it comes up.

147 sources, 2047 claims and 906 texts mention OpenAI, as of Oct 8, 2026. A count of attention, not a judgment.

Analysis and opinion, not investment advice. Figures are as of the dates cited in each story.