Why Responsible AI Growth Depends on Industry Transparency
Why Responsible AI Growth Depends on Industry Transparency
Publish Date: 2026-01-01 00:33:00
Source Domain: www.theregreview.org
- Scholars argue that transparency in energy use disclosures can improve efficiency and competition in the AI industry without hindering AI development.
- Currently, information about the electricity used by publicly available AI models remains incomplete.
- Vandenbergh, Thorpe, and Gilligan from Vanderbilt University challenge the assumption that required disclosures would slow AI growth by arguing that increased transparency benefits the AI market, consumers, and the environment.
- Energy consumption by AI models is growing, with estimates suggesting that AI could account for triple its current usage by 2028.
- AI’s energy consumption involves many proprietary variables, making current AI footprint calculators unreliable for assessing actual usage.
- Transparency would allow consumers to make informed choices, foster competition among developers, and improve overall AI system efficiency.
- Vandenbergh, Thorpe, and Gilligan maintain that AI’s environmental impact can be reduced through improved transparency and that it might be spurred by either regulatory initiatives or industry self-interest.
- They emphasize the necessity of energy transparency to optimize the net contributions of AI and reduce its environmental footprint.
