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AI Transparency • Federal & State Analysis

The AI Transparency Act, Explained: What’s Federal vs State (2026 Guide)

AI Laws by State Team April 30, 2026 10 min read

Table of Contents

  1. Bottom Line: No Single Federal “AI Transparency Act” Is Enacted
  2. Federal Proposals: What Has Been Introduced
  3. California CAITA (AB 853): The Most Comprehensive Enacted Law
  4. Other Enacted State Laws: CO, TX, UT, NY
  5. State vs Federal: Side-by-Side Comparison
  6. What Laws Apply to Your AI System?
Important: As of April 2026, there is no enacted federal law called the “AI Transparency Act.” If you’re searching for “AI transparency act,” you’re likely looking for one of several different things — this guide explains them all.

1. Bottom Line: No Single Federal “AI Transparency Act” Is Enacted

Multiple bills using the phrase “AI Transparency Act” or similar titles have been introduced in Congress, but none have been enacted into law as of April 2026. The federal legislative landscape on AI transparency is fragmented: different committees have different jurisdiction, different bills have different scope, and the absence of a comprehensive federal framework has accelerated state-level action.

What exists instead is a patchwork of:

For compliance purposes, the relevant law is almost certainly state law, not federal. Source: Congress.gov (search for “AI transparency” to review introduced bills).


2. Federal Proposals: What Has Been Introduced

Several federal proposals have used AI transparency terminology:

Generative AI Copyright Disclosure Act

Introduced in the Senate and House (multiple versions), this bill would require developers of generative AI systems to disclose copyrighted works used in training data. As of April 2026, it has not passed either chamber. The bill is narrowly scoped to training data and copyright, not broader AI transparency. Source: Congress.gov S.2037.

DEFIANCE Act (2024)

The DEFIANCE Act, enacted in 2024, addresses non-consensual deepfake intimate images — not general AI transparency. It creates a federal civil right of action for victims of AI-generated intimate imagery. Source: Congress.gov S.4569.

AI Transparency in News Act / TRAIN Act

Several bills in the 118th and 119th Congress address AI and media, requiring disclosure when AI-generated content appears in certain contexts. None have been enacted as of April 2026.

Key takeaway: Federal AI transparency legislation is fragmented and no comprehensive act has been signed into law. The action is at the state level.

3. California CAITA (AB 853): The Most Comprehensive Enacted AI Transparency Law

The closest thing to a comprehensive “AI Transparency Act” is California’s California AI Transparency Act (CAITA), enacted as AB 853 and effective August 2, 2026. CAITA covers:

What CAITA Requires

Who It Covers

CAITA covers “providers” of GenAI systems — meaning the developers and operators of AI tools used to create or modify images, audio, or video. It does not cover AI systems that generate text only. Penalties up to $5,000/violation.


4. Other Enacted State AI Transparency Laws: CO, TX, UT, NY

State Law Effective What It Requires
California AB 853 (CAITA) 2026-08-02 Latent disclosure in GenAI images/audio/video; manifest disclosure option; AI detection tool
Colorado SB 24-205 2026-06-30 Pre-decision consumer notices for high-risk AI; all consumer-facing AI must disclose AI interaction
Texas HB 149 (TRAIGA) 2026-01-01 Statewide AI governance with disclosure obligations; AI Council established
Utah SB 149 2024-05-01 GenAI systems must disclose AI use if asked; regulated occupations must proactively disclose
New York S.8420-A 2026-06-09 Ads using AI-generated synthetic performers must clearly disclose; $1,000–$5,000/violation

Colorado SB 24-205

Colorado’s SB 24-205, amended by SB25B-004, is the broadest enacted state AI transparency framework outside California. It requires: pre-decision consumer notices when AI substantially influences a consequential decision (employment, credit, housing, healthcare); disclosure that the consumer interacted with an AI system for all AI systems deployed to consumers; and risk assessments for high-risk AI systems. Penalties up to $20,000/violation.

Utah SB 149

Utah’s SB 149 (2024) was the first enacted AI disclosure law in the country. It requires anyone using GenAI to interact with a person to disclose AI use if asked. Regulated occupations (healthcare, legal, accounting, real estate) must disclose proactively, without being asked. Civil penalty up to $2,500/violation.

Texas TRAIGA (HB 149)

Texas HB 149 (TRAIGA), effective January 1, 2026, establishes a comprehensive AI governance framework for Texas, including disclosure obligations for state agency AI deployments and consumer-facing AI uses. It establishes a state AI Council and includes provisions on biometric identifiers and discrimination.

New York S.8420-A

New York S.8420-A, effective June 9, 2026, requires conspicuous disclosure in advertisements using AI-generated “synthetic performers.” It amends New York’s General Business Law and targets deceptive AI use in advertising — not general AI transparency.


5. Federal vs State: Side-by-Side

Dimension Federal State (CA, CO, TX, UT, NY)
Enacted law? No comprehensive AI transparency act Yes — multiple enacted laws
Scope Narrow proposals (deepfakes, copyright) Broad: GenAI content, chatbots, high-risk AI
Enforcement N/A (not enacted) AG enforcement; civil penalties
Compliance date TBD Already in effect (UT 2024, TX 2026, CA 2026)

6. What Laws Apply to Your AI System?

The answer depends on (a) what your AI system does and (b) where your users are located:

Track AI Disclosure Laws Across All 50 States

Our AI Disclosure Tracker monitors every AI transparency and disclosure bill as it moves through state legislatures.

View AI Disclosure Tracker →

Sources & References

All claims are sourced from primary government, academic, and standards-body materials. Found something we got wrong? Submit a correction.

  1. National Conference of State Legislatures — Artificial Intelligence in the States — nonpartisan aggregator of state AI legislation
  2. NIST AI Risk Management Framework (AI RMF 1.0) — federal standard referenced by many state AI laws
  3. The White House — Executive Orders — primary source for federal executive orders on AI
  4. Federal Trade Commission — AI and Consumer Protection — federal consumer protection guidance on AI disclosures
  5. Congress.gov — federal legislation and committee reports — official federal legislative information

See our methodology for how we source, verify, and update this content.