UK lawmakers are pushing for a new approach to AI development that emphasizes licensing and transparency. A committee from the House of Lords has recommended that AI developers must obtain licenses before using copyrighted material for training. This move aims to strengthen copyright protections and prevent the use of protected works without permission, regardless of how the data is sourced. The committee wants the government to adopt this licensing-first principle as official policy and to make disclosing AI training data a legal requirement.

Licensing-First Approach and Its Importance

The committee’s idea of a licensing-first regime is built on the idea that no AI model should be trained on protected works without prior approval and payment. They argue that this will help protect creators and the creative industries from being exploited. A key part of this proposal is transparency—AI developers would need to disclose what data they used for training, supported by technical standards for rights management and content labeling.

Without clear disclosure, rights holders cannot verify if their work has been used, which leaves their rights unprotected. The report emphasizes that transparency and data provenance are essential to building a fair and accountable AI ecosystem. Industry experts note that some standards for content traceability are already being adopted, but scaling this across decades of legacy content remains a challenge.

Learning from the European Union

The EU has already taken steps toward similar goals. Under its AI Act, providers of general-purpose AI models must publish detailed summaries of their training data. This rule came into force in August 2025 and aims to increase transparency. Non-compliance can lead to hefty fines, up to $17.3 million or 3% of global revenue. The UK committee believes similar requirements should be introduced in the UK to protect creators and ensure fair use.

The report also warns against weakening copyright protections through proposed exceptions. One such exception is a legal carve-out called a text and data mining (TDM) exception. This would allow AI developers to train models on copyrighted works without permission, potentially undermining the licensing-first approach. The committee strongly opposes this exception, arguing it would weaken protections and could harm the creative industries.

Overall, the UK is taking a firm stance on AI training and copyright. The recommendations aim to balance innovation with the rights of creators. The government is expected to respond to the committee’s suggestions by March 18, as required by the new Data (Use and Access) Act 2025. This ongoing debate reflects a broader global movement to establish clear rules for AI development and copyright protection.

Inspired by

• https://www.computerworld.com/article/4141726/uk-lawmakers-back-licensing%e2%80%91first-approach-adding-pressure-to-global-ai-copyright-standards.html

Sources

• parliament.uk
• parliament.uk
• gov.uk
• artificialintelligenceact.eu
• copyrightalliance.org