- jurisdiction
- US Federal
- level
- federal
- domain
- transparency
- status
- in-effect
- scope
- Binding OMB memorandum requiring federal agencies to include contractual requirements in all LLM procurements mandating that vendors comply with two Unbiased AI Principles (truth-seeking and ideological neutrality) and provide minimum transparency documentation.
- obligations
- Agencies must: include contractual requirements addressing compliance with the Unbiased AI Principles in any solicitation or order for an LLM issued after December 11, 2025; update procurement policies by March 11, 2026; modify existing LLM contracts to include these requirements, at latest before any option to extend; require vendors to provide: acceptable use policy, model/system/data cards, end-user resources, and a feedback mechanism for outputs that violate the Principles. Sunset: the memorandum ceases to have force two years after issuance unless OMB provides otherwise.
- effectiveDate
- 2025-12-11
- enactedDate
- 2025-12-11
- appliesTo
- All federal executive branch agencies procuring LLMs; LLM vendors and contractors whose models are procured by federal agencies (requirements flow through contract terms)
- notes
- Implements EO 14319 'Preventing Woke AI in the Federal Government' (July 23, 2025). The two Unbiased AI Principles: (1) Truth-seeking: LLMs shall be truthful, prioritize historical accuracy and scientific inquiry, and acknowledge uncertainty; (2) Ideological Neutrality: LLMs shall be neutral, nonpartisan tools that do not manipulate responses in favor of ideological dogmas. Agencies are not required to apply these requirements to LLMs acquired under a free open-source license but should perform due diligence on alignment with the Principles before use.