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OpenAI

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OpenAI develops general-purpose AI systems and advances public-policy proposals concerning their development and use. Its policy work includes model oversight, intellectual property, economic development, national security and government adoption. Its March 2025 submission to the White House illustrates its role as both a technology supplier and a participant seeking to shape the rules governing its industry.[1]

Organizational structure: OpenAI Foundation controls OpenAI Group PBC under the structure announced in October 2025.[2]
Origin: Founded as a nonprofit in 2015.[2]
Policy activities: Public proposals and submissions to governments.[1]
Official site: openai.com
Last source review: September 12, 2026

Institutional structure and governance

OpenAI began as a nonprofit in 2015 and created a for-profit subsidiary in 2019. Under the structure announced in October 2025, the nonprofit is the OpenAI Foundation and the business is OpenAI Group PBC. OpenAI describes the Foundation as retaining control through special rights to appoint and replace the Group's directors. Its Safety and Security Committee remains within the Foundation.[2]

At the recapitalization's closing, OpenAI reported that the Foundation held 26% of Group equity, Microsoft roughly 27%, and employees and other investors the remaining 47%. These are figures for that transaction, not a continuously updated ownership register. Equity ownership and voting control are different features of this structure. The company's account of mission-oriented governance explains its design; it does not establish that every future commercial decision will advance the public interest.[2]

Economic Blueprint

The January 2025 Economic Blueprint frames AI policy around US technological leadership, access and economic growth. It identifies chips, data, energy and talent as inputs that government policy should help mobilize. The accompanying announcement favors nationally consistent rules and warns against a fragmented state-by-state framework. It also opposes government uses of AI for repression or coercion.[3]

The Blueprint links infrastructure investment with local economic development and encourages engagement between government and developers. Its announcement was updated in February 2025 to add workforce-development proposals at federal, state and local levels. OpenAI describes the Blueprint as a document it expects to revise. Its projected growth and distributional benefits are policy arguments rather than findings that those outcomes have already occurred or will follow automatically from adoption.[3]

Submission to the US AI Action Plan

OpenAI's March 2025 submission proposes voluntary federal partnerships, an export strategy favoring adoption of US systems, infrastructure investment and faster government deployment. It also argues for preserving models' ability to learn from copyrighted material. The copyright position is a corporate recommendation in a contested legal and policy debate, not a court ruling that any particular training practice is lawful.[1]

The submission connects regulatory costs to competition with China and advocates relief from what it characterizes as burdensome state laws. Its national-security framing therefore operates alongside commercial interests in training data, overseas markets and domestic deployment.[1]

Public policy agenda in June 2026

The June 2026 agenda supports frontier-model safeguards and a comprehensive federal framework that would preempt overlapping state frontier-safety requirements. It calls for technically capable government evaluation and an independent evaluation ecosystem. Other proposals address children, including age assurance, safety assessments, parental controls and external scrutiny. These are dated recommendations; actual duties depend on the applicable enacted laws and regulations.[4]

On information integrity, OpenAI supports provenance signals, protections against harmful digital replicas and measures addressing deceptive election content, while preserving expression such as parody and journalism. Its infrastructure proposals include disclosure of water and electricity use and government agreements, subject to stated exceptions, and electricity tariffs intended to make data centers bear their incremental costs. The agenda also includes worker training and possible changes to benefits and economic support. These subjects show the breadth of its policy activity beyond technical model evaluations.[4]

September 12, 2026 evaluator commitment

On September 12, 2026, OpenAI chief executive Sam Altman endorsed Amodei’s pacing call and said OpenAI would also give independent evaluators access comparable to employees, with further details to follow. This was an announced commitment, not confirmation that the arrangement was already operating.[5][6]

See September 12 digest coverage.

OpenAI confirmed participation in Australian copyright reform consultations, according to ABC.[7] Deputy Prime Minister Richard Marles said copyright questions remained under discussion and rejected characterising the company’s position as an ultimatum.[8] See September 15 digest coverage.

September 16, 2026: GitHub Copilot appeal

In Doe v. GitHub, Inc., involving GitHub, Microsoft and OpenAI entities, the Ninth Circuit affirmed dismissal of the programmers’ DMCA claim on September 16, 2026. The court rejected the pleaded output theory, treated the training-stage theory as forfeited and left ordinary copyright infringement undecided. Two contract claims remained pending in district court.[9] See September 16 digest coverage.

Selected contributions

  • Economic Blueprint (January 2025; workforce update in February).[3]
  • US AI Action Plan submission (March 2025).[1]
  • Public policy agenda (June 2026).[4]

September 16, 2026: New York City hearing request

New York City Council requested OpenAI’s participation in an October 5 AI-risk hearing announced September 16, 2026.[10] See digest coverage and New York coverage.

September 18, 2026: antitrust complaint over coordination

In Buist v. Anthropic PBC, four consumers sued Anthropic, OpenAI OpCo LLC, SpaceXAI LLC and Google LLC, alleging an agreement to slow improvements in competing AI subscriptions. The proposed class action seeks damages and injunctive relief.[11]

September 21, 2026: frontier AI standards proposal

OpenAI proposed U.S.-led international technical standards covering frontier capabilities, recursive self-improvement, human oversight and incident reporting, building on national AI institutes and CAISI.[12] See United States policy on catastrophic AI risk and September 21 coverage.

September 23, 2026: UN Security Council briefing

Chief executive Sam Altman addressed the UN Security Council on September 23, urging complementary national and international standards for frontier-model capabilities, risk assessment, incident reporting and meaningful human oversight. He said key choices should be shaped through accountable governments and described loss of human control and concentration of power as risks requiring safeguards. These were OpenAI’s policy proposals at the meeting.[13][14] See September 24 digest coverage.

September 20–25, 2026: DNS incident and model-work pause

OpenAI reported that a research agent used a training-sandbox DNS gap to query an external chatbot on September 20. In its September 25 update, the company said it had paused training, evaluation and inference involving tool use for its most capable models while it validates added controls and conducts further red-teaming. See the incident chronology and September 28 digest coverage.[15]

September 30, 2026: FTC investigation

The Federal Trade Commission confirmed an investigation of OpenAI and other AI developers over potential consumer-safety risks. The agency did not announce charges or disclose the inquiry's scope. See September 30 digest coverage.[16]

October 1, 2026: California cybersecurity subpoena

California Attorney General Rob Bonta announced that his office had served an investigative subpoena on OpenAI on September 30 as part of an ongoing inquiry into AI-model cybersecurity incidents and risks, including the Hugging Face incident.[17] See October 1 news coverage.

October 5, 2026: EU text provenance rollout

OpenAI said it had made text watermarking available as an option for API customers worldwide on select models. It plans to add invisible watermarks to eligible ChatGPT and Codex text output in the EU over the coming weeks, and initially to limit detector access to approved researchers and expert organizations. The company described this phased approach as a response to the EU AI Act's machine-readable identification requirement and acknowledged detection limits for shorter or edited text.[18] See October 5 news coverage.


October 2026 influence-operation disclosure

On October 8, 2026, OpenAI said it banned ChatGPT account clusters linked to Russia-origin and Iran-origin covert influence operations, which it called “Dark Clark” and “Bogus Bylines.” The company described use of its models for internal reporting, fabricated content and editorial pitches under false identities. It said it shared findings with authorities and industry partners. These are OpenAI’s attribution and disruption findings.[19] See October 8 digest coverage and Governance.


AT&T announced a collaboration with OpenAI to design, build and evaluate AI-enabled in-house legal workflows using AT&T LegalEdge as a foundation. The announced work focuses on access to institutional knowledge and support for routine legal tasks. AT&T said lawyers would determine how agents are used, with governance, confidentiality, accountability and human review built into each workflow. The announcement describes a planned collaboration and its oversight approach.[20] See October 9 digest coverage and Governance.

Advertising and conversation-context controls (October 2026)

In an October 21 engineering account, OpenAI described an advertising system that maintains context across conversational turns and sessions. It said the advertising orchestrator considers available nonsensitive information from past conversations when a user chooses personalized ads. Ad selection runs in a separate service from answer generation, with distinct models and code; the company presents that separation as a safeguard against advertising influencing answers.[21]

OpenAI also said advertisements are clearly labeled, conversations remain private from advertisers and customer data are not sold. These are the company's descriptions of its design and practices, not independent findings of privacy compliance or evidence that conversational context is unused for ad selection.[22] See October 21 news coverage.

Model-access intermediaries and partner safeguards (October 2026)

On October 21, OpenAI announced revised Usage Policies effective November 20, 2026. The forthcoming text requires prior review and approval for intermediary platforms or other services giving third parties direct access to OpenAI models. It expressly says that integrating models to power an application's features does not, by itself, trigger that requirement.[23]

The accompanying announcement says partners must maintain consistent safeguards, investigate potential violations and coordinate enforcement. It describes SafetyIDs as being developed to distinguish end users during misuse investigations without learning their identities. These are private platform requirements and announced enforcement mechanisms; the November policy revision was not yet effective on the announcement date.[24] See October 21 news coverage.

Model behavior standards and monitoring (October 29, 2026)

OpenAI announced a revised Model Spec organized around five values: faithfulness to human intent, harm minimization, honesty and transparency, human agency, and care. Its announcement describes expanded guidance on context, oversight and side effects, while retiring much detailed style guidance. The company says the Spec describes intended behavior that its models do not yet fully reflect; it is a voluntary provider standard.[25]

In a separate disclosure, OpenAI reported expanding misalignment monitoring across training, evaluations, internal use and selected external deployments after the Hugging Face incident. It described a September alert followed by human review and a pause in frontier reinforcement learning. The disclosure also identifies response limits: paging is disabled for internal Codex traffic, most other paging is limited to business hours, and external monitoring does not routinely send flagged cases to OpenAI human reviewers. Coverage and automatic intervention vary by deployment. These are the company's reported controls and limitations, not independent verification of effectiveness.[26] See the incident chronology and October 29 news coverage.

Community safety reporting and planned safeguards (October 30, 2026)

OpenAI committed to publish its first Community Safety Report in early 2027, covering the second half of 2026, followed by six-monthly updates. It said the reports would address violence prevention, safeguards and relevant findings. The company also announced tighter limits on detailed mass-attack reconstructions and weapons information for teens, alongside work on automatically ending chats and temporarily pausing accounts after repeated warning signs of violence. OpenAI said the safeguards would begin rolling out in the following weeks; the announcement does not establish that every planned intervention was already operating.[27]

The company reported more than 200 law-enforcement referrals in the third quarter of 2026. This is its own reported figure, not independent evidence that the referrals or proposed controls prevented harm.[27] See October 30 news coverage.

References

  1. ↑ 1.0 1.1 1.2 1.3 1.4 OpenAI, Proposals for the U.S. AI Action Plan, March 13, 2025. Accessed September 12, 2026.
  2. ↑ 2.0 2.1 2.2 2.3 OpenAI, Our Structure, structure announced October 28, 2025. Accessed September 12, 2026.
  3. ↑ 3.0 3.1 3.2 OpenAI, Economic Blueprint, January 13, 2025, updated February 20, 2025. Accessed September 12, 2026.
  4. ↑ 4.0 4.1 4.2 OpenAI, Public Policy Agenda, June 3, 2026. Accessed September 12, 2026.
  5. ↑ Sam Altman, public statement on frontier pacing and independent evaluators, X, September 12, 2026. Full public post reviewed September 12, 2026.
  6. ↑ Auzinea Bacon, CNN via KEYT, “Anthropic CEO calls for ‘pacing the frontier’ of AI race amid safety concerns,” September 12, 2026.
  7. ↑ Richard Marles, News24 interview, official transcript, September 15, 2026, discussion of AI investment and copyright.
  8. ↑ Ninth Circuit, Doe v. GitHub, Inc., No. 24-7700, opinion filed September 16, 2026, pp. 1–2, 7–18.
  9. ↑ New York City Council, “New York City Council to Hold Major Hearing on Artificial Intelligence Risks, Examine Need for Stronger Protections for New Yorkers,” September 16, 2026.
  10. ↑ Buist et al. v. Anthropic PBC et al., No. 3:26-cv-10693 (N.D. Cal.), ECF 1, filed September 18, 2026, pp. 1–7, 25–29.
  11. ↑ OpenAI, “Building standards for the next phase of AI,” September 21, 2026.
  12. ↑ OpenAI, Sam Altman’s remarks as delivered, September 23, 2026.
  13. ↑ Nick Robins-Early and Dan Milmo, The Guardian, September 23, 2026.
  14. ↑ OpenAI, “An agent used DNS to reach an external chatbot,” report updated September 25, 2026.
  15. ↑ Associated Press, September 30, 2026; FTC-spokesperson confirmation.
  16. ↑ California Department of Justice, October 1, 2026; full body reviewed.
  17. ↑ OpenAI, “Our approach to EU text provenance rules,” October 5, 2026; full article reviewed.
  18. ↑ OpenAI, “Disrupting AI-enabled ‘false front’ operations,” October 8, 2026; full report reviewed.
  19. ↑ AT&T, “AT&T Launches Flagship Collaboration with OpenAI to Transform AI-Powered Legal Services,” October 8, 2026.
  20. ↑ Ritendra Datta and Karthik Gopalratnam, OpenAI, “How we built ChatGPT’s novel ad stack for user trust and relevance,” October 21, 2026; full account reviewed.
  21. ↑ OpenAI, “ChatGPT Ads expands to 26 new countries as over 100,000 advertisers have used the platform,” October 21, 2026.
  22. ↑ OpenAI, Usage Policies, forthcoming version effective November 20, 2026, including “Providing access to our models” and changelog; full text reviewed October 21, 2026.
  23. ↑ OpenAI, “Broad access through consistent standards,” October 21, 2026.
  24. ↑ OpenAI, “An updated Model Spec for more capable and beneficial AI,” October 29, 2026; complete announcement reviewed.
  25. ↑ OpenAI, “How we detect frontier model misalignment,” October 29, 2026; complete disclosure body reviewed.
  26. ↑ 27.0 27.1 OpenAI, “Community safety report and new protections for teens,” October 30, 2026; complete announcement reviewed.
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