Does EO 14319 — Preventing Woke AI in the Federal Government require Transparency & Disclosure?

United States • enforcing

Yes — 1 provision

Requirements at a glance

This regulation imposes 5 specific requirements for Transparency & Disclosure across 1 provision:

LLM Procurement Documentation Requirements #

Obligation:
Transparency
enforcing
Effective:
Dec 11, 2025
Risk tier:
all
Scope:
providers
sleepercross-domainhigh-impact
Creates de facto compliance obligations for any AI vendor selling LLMs to the US federal government. Agencies must require vendor documentation including model cards, data cards, acceptable use policies, and risk disclosures. Agencies must reject non-compliant models. Not branded as AI regulation, but effectively mandates transparency for a significant market segment.

Requirements

RequirementDetails
Model/data cardsVendors must provide model, system, and/or data cards detailing capabilities, limitations, risks, and mitigations
Training data provenanceVendors must disclose training data provenance information
Acceptable use policyVendors must provide acceptable use policy documentation
Inappropriate use casesVendors must disclose inappropriate use cases
End-user resourcesVendors must provide end-user resources and feedback mechanisms

Penalties

ViolationFine
Non-complianceContract termination; vendors accountable for certain costs if terminated due to non-compliance
View full regulation View obligation Obligation matrix