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Bill

A 6578

Establishes the artificial intelligence training data transparency act

2025 Regular Session Introduced by Alex Bores and 11 co-sponsors

Bill A 6578 mandates AI developers to disclose training data sources and characteristics, enhancing transparency to protect users and promote ethical AI practices.

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Bill Summary · A 6578

Summary of Bill A 6578: Artificial Intelligence Training Data Transparency Act

Overview

Bill A 6578, titled the Artificial Intelligence Training Data Transparency Act, aims to enhance transparency regarding the datasets used in the training of artificial intelligence (AI) systems. Introduced on March 6, 2025, the bill seeks to establish guidelines and requirements for organizations that develop AI technologies, ensuring that the data used in training these systems is disclosed and accessible.

Purpose and Intent

The primary purpose of Bill A 6578 is to promote accountability and transparency in AI development. By requiring organizations to disclose the sources and characteristics of training data, the bill aims to mitigate risks associated with biased or unrepresentative datasets, which can lead to unfair or harmful outcomes in AI applications.

Key Provisions

  • Disclosure Requirements: Organizations developing AI systems must provide detailed information about the datasets used for training, including:
    • The origin of the data
    • The demographic representation within the dataset
    • Any preprocessing or modifications made to the data
  • Compliance and Reporting: Entities must submit regular reports to a designated regulatory body, detailing their adherence to the transparency requirements.
  • Public Access: Certain datasets may be made publicly accessible, allowing for independent verification and analysis by researchers and the public.
  • Penalties for Non-Compliance: The bill outlines potential penalties for organizations that fail to comply with the transparency requirements, including fines and restrictions on the deployment of their AI systems.

Affected Parties

The bill primarily affects:
- AI Developers and Companies: Organizations that create AI technologies will need to adjust their data management practices to comply with the new transparency requirements.
- Researchers and Academics: Increased access to training data will enable more thorough research into AI systems, fostering innovation and improvement in the field.
- General Public: Enhanced transparency aims to protect consumers and users of AI technologies by ensuring that AI systems are developed responsibly.

Legislative Timeline

  • March 6, 2025: Bill introduced and referred to the Science and Technology Committee.
  • May 29, 2025: Reported and referred to Rules.
  • June 10, 2025:
    • Reported and ordered to third reading.
    • Passed in the Assembly and delivered to the Senate.
    • Referred to Rules in the Senate.

Related Legislation

  • S 6955: A companion bill in the Senate that mirrors the objectives of A 6578, focusing on similar transparency measures for AI training data.

Conclusion

Bill A 6578 represents a significant step towards ensuring that AI technologies are developed with a focus on transparency and accountability. By mandating the disclosure of training data, the bill aims to foster trust in AI systems and promote ethical practices within the industry. As the bill progresses through the legislative process, its implications for AI development and regulation will continue to evolve.

Compiled from official sources — confirm details with the bill’s official record.

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