takeoff.watch

The US government takes a new stake or board seat in a frontier lab

Will the US federal government acquire, on or after the opening date and other than through forfeiture or seizure, an equity stake, a golden share, or a board or observer seat in a covered developer?

Chance by Q4 2031

24%

Cumulative probability

0%25%50%75%100%
  • Latest forecast

Forecast history

Forecast made on 10 Nov 2026

Latest of 2 forecasts · Methodology v3.1

Model reasoning

Forecast made 10 Nov 2026 · Methodology v3.1

The federal government holds no qualifying stake or board seat in any leading artificial intelligence company, and nothing has been agreed since the question opened. President Trump has floated stakes and OpenAI has offered shares, but recent share gifts went into children's accounts, which don't count, and the incoming Democratic Congress plans to investigate such deals. I estimate about 5% by end-2027 and 24% by end-2031. A federal fund receiving a lab's shares would most change this.

Where things stand (10 Nov 2026)

I found no new federal equity stake, golden share, or board or observer right in any covered developer since the question opened on 3 Nov. That covers each developer and any parent that controls one: OpenAI Group and the OpenAI Foundation, Anthropic, Alphabet, Meta, SpaceX (which owns xAI), Alibaba, ByteDance and the rest. News searches for 3–10 Nov show no qualifying deal.

I also downloaded Anthropic's S-1/A of 2 Nov from EDGAR and searched its text. It contains:

  • no hits for "golden share", "observer" or "CFIUS";
  • one mention of nationalisation, as a risk from proposed legislation;
  • one mention of the Defense Production Act, as a past threat.

Its IPO could price around 16–18 Nov. No federal buyer is involved.

Reading adopted

These follow the criteria literally:

  • Excluded holdings:
    • Shares donated into Trump Accounts are excluded. These are Section 530A accounts held for individual children, which fall under the "retirement-plan assets held for individual participants" and individual-holding exclusions. Shotwell's SpaceX shares arrive in December, and Musk's pledged gift is due in 2027.
    • Anthropic's Public Benefit Fund is a wholly owned company LLC, so its shares are not federal.
    • Units in a third-party diversified fund are excluded.
    • Unexercised warrants are excluded.
    • Stakes in joint ventures or subsidiaries that don't control a lab are excluded.
  • Counted holdings:
    • direct holdings by a federally owned fund, including index-style direct holdings of Alphabet or Meta;
    • a federal right to name a board observer;
    • an issued golden share.

What changed since the 3 Nov forecast

  • Democrats won both chambers (AP, NPR, 4 Nov).
    • Kalshi now gives a 2028 Democratic sweep 65%, up from 56%.
    • House Democrats promise to investigate Trump's 48 equity deals (WSJ, Nov).
    • The Progressive Caucus resolution led by Waters and Casar opposes any AI bailout or "direct capital infusions" (29 Oct).
    • Senator-elect El-Sayed backs public ownership of frontier labs (The Hill, 9–10 Nov).
  • AI stocks crashed. About $2.5–3T was wiped out (CNN, 5 Nov). ING is dumping data-centre loans, including part of a Stargate loan (Bloomberg, 5 Nov). OpenAI closed only $11B at $1.25T (24/7 Wall St, 7 Nov). This raises the rescue path.
  • AI research is speeding up. METR found AI-driven acceleration at Anthropic (5 Nov), which slightly raises the national-security path.
  • OpenAI's agenda after the election centres on data-centre community compacts, not a public wealth fund. Brockman says OpenAI will be "IPO ready in 2027."
  • Commentary has turned away from stakes. Lawfare (6 Nov) argues for revenue sharing plus a golden share instead of stock. The Hill op-ed proposes a Social Security fund for donated AI equity. Neither is a live bill.

Reference class and paths

About 48 Trump-era federal equity deals have been made, nearly all trading equity for federal money or approvals. None involves a cash-rich mega-cap, and floated stakes in Nvidia, Lockheed and TikTok never happened. In the US, peacetime state equity in healthy tech firms is essentially nil; crisis rescues (GM, AIG) are the precedent.

To January 2029: about 9% in total.

Path Estimate
OpenAI equity goes to a federal holder (an executive gift to Commerce or Treasury, or a fund created by law at its IPO) ~2.5–3%
Rescue with equity if the AI bust deepens ~2%
A law creating a public fund that receives AI equity, with Trump and the Democratic Congress agreeing ~1%
A lab trades equity for something it needs (power, land, licences) ~1%
National-security golden share or board right ~0.8%
Incidental routes ~0.5%

2029–31, if nothing has happened before: about 16%.

  • A Democratic trifecta at about 63% gives roughly 16%, through an AI fund, a public-interest board or golden-share mandate in a safety law, a rescue, or a superintelligence-driven takeover.
  • A Republican president at about 35% gives roughly 11%.

Hazard series. I computed quarterly hazards in Python and accumulated them as 1−∏(1−h):

  • 0.55% for the rest of Q4 2026;
  • 1.2–1.3% per quarter in 2027;
  • 0.9–1.1% per quarter in 2028;
  • 0.8% in Q1 2029, during the transition;
  • 1.2–1.6% per quarter after that.

That gives 5.4% by end-2027, 9.2% by end-2028, 18.4% by end-2030 and 23.5% by end-2031.

Markets (Kalshi and Polymarket APIs, 10 Nov)

Liquid end-2026 contracts. These count binding agreements and announcements, not only completions.

  • OpenAI: Kalshi 7–8¢, Polymarket 9¢.
  • Anthropic: 5–7¢.
  • SpaceX: 7¢.
  • Unrelated firms on the same lists sit at 2–6¢ (Pfizer, Lockheed, Eli Lilly, Palantir).

So OpenAI carries only about 3 points of signal for an announcement.

Thin contract. Polymarket's "Dem sweep & US stake in OpenAI or Anthropic by end-2027" trades at 16/31¢ on $3K volume. I give it little weight.

Strongest case against

Higher. The bar is any positive stake or observer seat, across ten developers including public Alphabet, Meta and SpaceX. Trump defaults to demanding equity, and OpenAI offered 5%. A credit crunch may push labs to seek federal help. Five years includes a likely Democratic trifecta with AI populism and rapid capability gains. Together these could justify 30–35%.

Lower. Two years of talk have produced nothing. The administration channels "public stakes" into Trump Accounts. Voters oppose government ownership 49–19 (CNBC, July). The Intel stake's $12B one-day loss makes equity look risky. Mainstream Democrats prefer regulation and taxes.

Change from 3 Nov and consistency

End-2028 moves from 11.6% to 9.2% and end-2031 from 26.5% to 23.5%. The causes are a smaller OpenAI path, now that Democrats will oversee executive deals and any fund would need them, and a slightly shorter remaining window for Q4. The 2029–31 component is about the same, at 16% against 17%. I remain well above "A government nationalises a frontier lab" (8.6%) and "The US combines labs' frontier work into one government project" (7.6%), and near "The Defense Production Act is used to direct a lab's compute or models" (22%).

Sources

Resolution criteria

Opened 3 Nov 2026Not yet resolved

Question. By the last day of each quarter, has the US federal government acquired, on or after the opening date and other than through forfeiture or seizure, an equity stake, a golden share, or a board or observer seat in a covered developer?

Definitions.

  • Covered developer: uses the site convention. A qualifying interest may be in the legal entity operating the developer, or in a parent entity that directly or indirectly controls it. An interest in a supplier, minority investor, customer, or joint venture that does not control the developer does not count.
  • US federal government: the United States acting through a federal department, agency, or federally owned entity or investment fund, holding the interest for the federal government or public. State and local governments, foreign governments and their funds, officials investing personally, and retirement-plan assets held for individual participants do not count. Ownership of a diversified investment fund does not itself count as ownership of its underlying developer shares.
  • Equity stake: any positive direct ownership interest in the qualifying entity, including common stock, preferred stock, or an equivalent membership interest. No minimum percentage, voting power, or AI-related purpose is required; passive and non-voting stakes count. Federal ownership through a federally owned holding entity or fund counts. Unexercised warrants, options, convertible debt not yet converted, loans, grants, royalties, revenue-sharing agreements, and procurement contracts do not count.
  • Golden share: an issued special share held by the federal government that carries preferential consent or veto rights over corporate decisions. A regulatory veto or contractual approval right without an issued share does not count under this branch.
  • Board or observer seat: an effective, legally established federal right to occupy or designate a representative to a seat on the entity's board of directors or equivalent governing body, including a non-voting board-observer seat. The right counts even if its first appointee has not yet taken office. The representative need not be a federal employee, but the right must belong to the federal government. A former official or an official serving in a personal capacity does not count merely by serving on a board.
  • Acquired: ownership has transferred or the governance right has become legally effective, on or after the opening date. Announcing negotiations, proposing legislation, signing an agreement subject to closing, or authorizing a future acquisition is insufficient without confirmation that the qualifying interest has taken effect.
  • Forfeiture or seizure: an interest that passes to the federal government through criminal or civil forfeiture, seizure, bankruptcy, receivership, or other legal proceedings against a private holder does not count, whether the government keeps it or sells it.

Resolves YES if a qualifying source confirms at least one of these three forms of interest in at least one covered developer. Purchase, donation, tax payment in shares, restructuring, and compulsory transfers such as nationalisation or a statutory requirement all count; forfeiture and seizure do not. Later sale, relinquishment, or termination does not reverse a YES.

Resolves NO if no qualifying acquisition has been confirmed by the quarter-end. Advisory councils, government liaison arrangements, access to model evaluations, attendance at isolated board meetings by invitation, and seats on separate joint government–industry bodies do not count. Stakes in Intel or other companies outside the covered-developer definition do not count. Proposals for a public AI wealth fund do not count without an effective acquisition.

Resolving source. A company-authored regulatory filing, annual report, governance document, or announcement on the qualifying company's own domain; or an official White House, federal department, agency, or federally owned acquiring entity announcement or published transaction document. These are the permitted sources of Public confirmation (A2), with official acquiring-government statements treated as affected-party confirmation under its dispute rule. Apply the Resolution window and Resolution date (A3) conventions. A document must affirm completed acquisition or effective rights, not merely describe a proposal. For examples of the distinction, see Intel's August 22, 2025 transaction announcement, which distinguishes passive equity from board rights, and Senator Sanders's June 1, 2026 proposal, which does not establish an acquisition.

Download all forecasts (JSON)