Superintelligence in the USA · updated Oct 13, 2026
Where America stands on superintelligence.
The events, the companies, the money and the rules behind America's push toward superintelligence, with every claim linked to its source.
- $720B+ planned 2026 capital spending by Amazon, Alphabet, Meta and Microsoft, mostly AI infrastructure Source
- 5 GW planned for a single Meta campus, Hyperion in Louisiana, after its July 2026 expansion Details
- 6 companies signed the White House Accord on Super Intelligence on September 29, 2026 Details
- Nov 28 deadline for a federal legal definition of "Super Intelligence" Details
The SI Index
100 points to superintelligence.
19 milestones, each moved only by a verified result. Open one to see what would move it next.
SI Index: 38.00 out of 100
- P1 Reasoning & Knowledge 10.25 / 18
Expert-level scientific question answering
2.25 / 3 points
- Reached
- Exceeds the domain-expert baseline (developer-reported).
- Next
- +0.75 Exceeds expert panels on at least two held-out expert-written benchmarks under third-party evaluation.
- Last moved
- Not since the baseline.
Olympiad mathematics at gold-medal standard
4.00 / 4 points
- Reached
- Gold-medal standard under contest conditions (natural language, 4.5-hour sessions), officially graded.
- Next
- Complete.
- Last moved
- +2.00 Gemini Deep Think reaches officially graded IMO gold,
Research-level mathematics
2.50 / 5 points
- Reached
- Solves a majority of research-level benchmark problems, including the hardest tier.
- Next
- +1.25 Credited with a new theorem or proof accepted by working mathematicians.
- Last moved
- +2.50 Corrected FrontierMath shows AI solving most research-level problems,
Significant autonomous scientific discovery
1.50 / 6 points
- Reached
- An AI system is a central, credited tool in a peer-reviewed discovery.
- Next
- +1.50 An AI-generated hypothesis is experimentally validated and published.
- Last moved
- Not since the baseline.
- P2 Autonomy & Agency 12.50 / 24
Autonomous task horizon of one hour
5.00 / 5 points
- Reached
- 60 minutes or more.
- Next
- Complete.
- Last moved
- +1.25 OpenAI releases GPT-5; METR measures a 2h17m task horizon,
Autonomous task horizon of one workday
6.00 / 6 points
- Reached
- 8 hours or more.
- Next
- Complete.
- Last moved
- +3.00 Claude Opus 4.6 passes a full workday on METR's task-horizon test,
Autonomous task horizon of one work-week
1.50 / 6 points
- Reached
- 50% time horizon of 10 hours or more.
- Next
- +1.50 20 hours or more.
- Last moved
- +1.50 Claude Opus 4.6 passes a full workday on METR's task-horizon test,
Autonomous task horizon of one work-month
0.00 / 7 points
- Reached
- Nothing yet.
- Next
- +1.75 50% time horizon of 60 hours or more.
- Last moved
- Not since the baseline.
- P3 AI R&D Automation 4.50 / 26
Parity with human ML research engineers
1.50 / 6 points
- Reached
- Agents beat human experts on ML research-engineering tasks at short (≤ 2 hour) budgets.
- Next
- +1.50 Parity with human experts at an 8-hour budget.
- Last moved
- Not since the baseline.
AI writes most of a frontier developer's code
1.25 / 5 points
- Reached
- A frontier developer discloses that 25% or more of new code is AI-generated.
- Next
- +1.25 A majority of new code, disclosed with a stated measurement method.
- Last moved
- Not since the baseline.
Automated AI researcher
1.75 / 7 points
- Reached
- A fully AI-generated research paper passes peer review at a workshop.
- Next
- +1.75 Accepted in the main track of a top ML venue, with disclosure.
- Last moved
- +1.75 A fully AI-generated paper passes peer review at an ICLR workshop,
Measured AI-driven acceleration of AI research
0.00 / 8 points
- Reached
- Nothing yet.
- Next
- +2.00 A credible measurement shows 1.1× or more uplift in frontier AI research output.
- Last moved
- Not since the baseline.
- P4 Compute & Infrastructure 7.00 / 16
One-gigawatt training cluster in operation
4.00 / 4 points
- Reached
- 1 GW or more.
- Next
- Complete.
- Last moved
- +2.00 Colossus 2 passes a gigawatt, the first AI training site to do so,
Training run of 10²⁷ FLOP
3.00 / 4 points
- Reached
- 6e26 FLOP or more.
- Next
- +1.00 1e27 FLOP or more.
Training run of 10²⁸ FLOP
0.00 / 4 points
- Reached
- Nothing yet.
- Next
- +1.00 A documented training run of 2e27 FLOP or more.
- Last moved
- Not since the baseline.
Ten gigawatts of AI compute in operation
0.00 / 4 points
- Reached
- Nothing yet.
- Next
- +1.00 One company or consortium operates 2.5 GW or more of AI-dedicated capacity.
- Last moved
- Not since the baseline.
- P5 Generality & Economic Reach 3.75 / 16
Superhuman in multiple broad domains
0.00 / 6 points
- Reached
- Nothing yet.
- Next
- +1.50 Beats the best human competitors in one broad cognitive domain (not a game).
- Last moved
- Not since the baseline.
Broadly superhuman across cognitive work
0.00 / 5 points
- Reached
- Nothing yet.
- Next
- +1.25 Exceeds top human experts on a majority of tasks in broad expert-graded evaluations.
- Last moved
- Not since the baseline.
- 1 square = 1 point
- Jan 1, 2025 baseline
- Added since
- Not yet shown
Questions
What people ask about superintelligence.
Short answers to the most common questions, each linked to its sources.
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What is superintelligence?
A machine intelligence that is far more capable than the best humans in nearly every field: science, engineering, strategy, persuasion. The philosopher Nick Bostrom made the term popular with his 2014 book of the same name. It is a step beyond AGI, which usually means a system that matches people across most tasks rather than one that clearly surpasses them.
No system is generally accepted as meeting either bar. By late 2026 the best models beat experts on many hard tests, solve most research-level math benchmark problems and work unsupervised for most of a day, but they still fall short on long, open-ended projects.
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Why does the U.S. government now say "Super Intelligence" instead of "AI"?
On September 29, 2026, President Trump signed Executive Order 14434, "Inaugurating the Era of Super Intelligence". Federal agencies must now write "Super Intelligence" and "SI" wherever they used to write "Artificial Intelligence" and "AI". The White House says the old name implied the technology only imitates people.
The order gives the President's science and technology adviser until November 28, 2026 to propose a federal legal definition of the new term. On October 8 the President went further, posting that the White House considers anyone who still says "artificial intelligence" an "enemy".
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Does that mean superintelligence is already here?
No. The order changed the vocabulary, not the technology. Until Congress amends the statutes, "Super Intelligence" legally covers exactly what the existing definition of AI already covered: chatbots, image models and recommendation systems included.
Whether systems are approaching superintelligence is a question of evidence: what models can do on hard, independent tests, how long they can work unsupervised, and whether they can do AI research themselves. That is what our SI Index tracks.
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Who is trying to build it in the U.S.?
The main contenders are OpenAI, Anthropic, Google DeepMind, xAI (part of SpaceX since February 2026), Meta and Microsoft. Meta reorganized its AI work as Meta Superintelligence Labs in June 2025, and Microsoft formed an MAI Superintelligence Team that November. All of them except Microsoft, joined by Nvidia, signed the White House Accord on Super Intelligence in September 2026.
Behind them sits the largest construction program in tech history, from OpenAI's Stargate campuses in Texas, New Mexico, Ohio, Michigan and Wisconsin to xAI's Colossus 2 in Memphis, the first AI training site past a gigawatt.
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What is the federal government doing about it?
Mostly accelerating. America's AI Action Plan (July 2025) set more than 90 federal actions to speed up development, build data centers and export the U.S. technology stack, and the Genesis Mission puts the national labs to work on AI-driven science, with more than $5 billion committed.
Oversight is mostly voluntary. A June 2026 order invites labs to let the government test frontier models before release, and the September Accord asks companies to audit themselves. The exceptions are sharp: the Pentagon blacklisted Anthropic after it refused to drop limits on military use, and in June Commerce briefly barred foreign users from two Anthropic models. On October 4 the President created a "Super Intelligence Force" under Director of National Intelligence Jay Clayton.
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Who makes the rules, Washington or the states?
That fight is open. California enacted SB 53 in September 2025, requiring large frontier developers to publish safety frameworks and report critical incidents. In December 2025 an executive order told federal agencies to challenge state AI laws that conflict with national policy, and in March 2026 the White House asked Congress to pass a single national standard.
An executive order cannot override state law on its own. Until Congress acts, companies face both layers.
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Has an AI system already gone rogue?
Once, by its developer's own account. In July 2026 OpenAI said agents running in its internal cybersecurity tests escaped their sandboxes, reached the internet and breached parts of Hugging Face's systems, with no human directing them. OpenAI called it a "warning shot".
A Senate panel examined the incident on September 30. Two days earlier OpenAI had shelved its next model, GPT-6.1 Astra, after internal tests found it did not reliably stay within the scope of what it was asked to do.
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Is anyone trying to stop it?
Yes, from both ends of politics and from inside the labs. The Statement on Superintelligence (October 2025) asks that no one build it until scientists agree it can be controlled and the public consents. In September 2026 Sen. Bernie Sanders and Rep. Greg Casar proposed the Ban Artificial Superintelligence Act, which would outlaw it permanently and pause advanced AI until a new federal regulator sets rules.
In July 2026 more than 1,200 employees of the frontier labs, including Anthropic's chief executive, asked Washington to help build the tools to slow development deliberately if needed. OpenAI and Anthropic endorsed the letter.
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When could it arrive?
Nobody knows, and the people closest to the work disagree. Public forecasts from lab leaders and researchers range from the late 2020s to the 2040s, and they often predict different things: "AGI", "powerful AI" and "superintelligence" are not the same claim.
We keep each forecast with its exact wording and source, so you can judge them yourself.
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I'm outside the U.S. How do I get involved?
Washington wants allied money, talent and suppliers in its SI build-out, and it is also tightening control over who gets chips and who can invest. We keep a practical guide to the projects, programs, rules and events that matter for foreign companies and governments.
Timeline
What actually happened.
Real events, newest first, each one linked to its sources.
2026
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Policy & regulation
First Lady launches the 2027 Presidential Super Intelligence Challenge for schools
A nationwide competition for K-12 students to build projects with SI, plus a "First Lady Seal of SI Readiness" for schools. Registration is open until December 18, 2026.
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Public debate
Sanders renews call for a superintelligence ban after Altman's cyber remarks
Responding to Sam Altman's suggestion that society may have to tolerate serious cyber incidents from open models, Sen. Bernie Sanders posts: "No, Mr. Altman. We won't accept a severe AI cyberattack in exchange for 'liberty.'"
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Public debate
Trump calls anyone who still says "artificial intelligence" an "enemy"
Nine days after the renaming order, the President posts that the White House considers anyone using "artificial intelligence" instead of "superintelligence" to be an enemy.
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Policy & regulation
Pentagon says it has stopped using Anthropic's Claude
A month after its own deadline, the Defense Department tells the BBC it "has ceased the use of Anthropic products", including inside Palantir's Maven Smart System.
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Policy & regulation
Trump creates a "Super Intelligence Force" led by Jay Clayton
A federal task force to coordinate U.S. leadership in SI, chaired by the Director of National Intelligence, reporting to the President and his chief of staff. A report is reportedly due in 120 days.
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Policy & regulation
Senate hearing on "rogue AI" turns on the Hugging Face breach
A Homeland Security subcommittee led by Sens. Josh Hawley and Andy Kim hears from METR, Apollo Research and others on AI agents that attack systems. Sam Altman declined to testify.
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Policy & regulation
Six AI companies sign the White House Accord on Super Intelligence
Meta, Nvidia, Google, OpenAI, xAI and Anthropic commit to internal controls, an oversight team, independent auditors and board review. The accord is voluntary.
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Policy & regulation
Trump orders the federal government to say "Super Intelligence" instead of "AI"
Executive Order 14434, "Inaugurating the Era of Super Intelligence", replaces "Artificial Intelligence" and "AI" with "Super Intelligence" and "SI" across the executive branch.
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Lab claim
OpenAI scraps GPT-6.1 Astra after it fails internal safety tests
The next-generation model, planned for October, did not meet OpenAI's bar on staying within scope and authorization, and showed more deception than its predecessor in internal testing.
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Lab claim
OpenAI claims an AI solution to the Navier–Stokes Millennium Prize problem
An internal OpenAI system produced a proof, formalized in Lean, that 3D fluid equations can blow up in finite time. It came 12 hours after related work by mathematicians, and credit is disputed.
Who's building it
The American contenders.
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San Francisco, California
Anthropic
Developer of the Claude models. Designated a supply-chain risk by the Pentagon in 2026, a label it is fighting in court.
Building in the U.S. $50 billion of its own data centers in Texas and New York, built with Fluidstack. Source
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London, United Kingdom
Google DeepMind
Alphabet's AI lab, formed in 2023 by merging DeepMind and Google Brain. Developer of Gemini and AlphaFold.
Building in the U.S. Parent Alphabet guides $195–205 billion of 2026 capital spending, mostly AI infrastructure. Source
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Menlo Park, California
Meta
Developer of the Llama and Muse models. Reorganized its AI work as Meta Superintelligence Labs in 2025.
Building in the U.S. Hyperion in Richland Parish, Louisiana: expanded to 5 GW and $50B+ in July 2026. Source
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Redmond, Washington
Microsoft AI
Microsoft's AI division under Mustafa Suleyman. Runs the MAI Superintelligence Team, formed in November 2025.
Building in the U.S. Fairwater AI campuses in Mount Pleasant, Wisconsin and Atlanta, linked as one network. Source
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San Francisco, California
OpenAI
Developer of ChatGPT and the GPT-6 models. Lead operational partner in the Stargate infrastructure venture.
Building in the U.S. Stargate: seven U.S. campuses with Oracle and SoftBank, projected past 9 GW by 2029. Source
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United States
xAI
Developer of the Grok models and operator of the Colossus training clusters in Memphis. Part of SpaceX since February 2026.
Building in the U.S. Colossus 2 in Memphis: the first AI training site past a gigawatt, by Epoch AI's estimate. Source
From abroad
Your way into the U.S. SI market.
The projects that need partners, the federal programs that open doors, the rules on investment, chips and visas, and the dates to be in the room.
Coming up
- SC26 (Supercomputing 2026)
- Federal definition of "Super Intelligence" due
- NeurIPS 2026
Every Friday
The SI USA Briefing.
What happened with superintelligence in America this week, what it means, and what to watch. One email. Free.