Understanding IP Risks in the Age of AI

Published March 2024

Understanding IP Risks in the Age of AI

Generative Artificial Intelligence (AI) has become a transformative force in many industries, offering unprecedented opportunities for innovation and efficiency. However, along with those opportunities also comes risk. This article explores some of those risks with a focus on UK IP laws.

Subsistence and Ownership of IP in AI-Generated Works

A typical output of generative AI might be written content, images, audio or video, all of which have the potential to be of commercial value to a business.  Under UK law, copyright is automatically granted to a human creator of such works if they are sufficiently original, thereby providing legal protection against third party copying.  But what if the work is instead generated by an AI model?  For example, if a journalist uses a large language model to generate a comment piece or a fashion designer uses an image generator to generate a new clothing design. Does copyright subsist in such outputs to prevent copying and who owns that copyright if it does subsist?

Whilst few IP laws explicitly deal with content generated by AI, the UK is one of the few jurisdictions to provide for the subsistence of copyright and design right in computer generated works with no human author.  However, the legal concept of originality (which is necessary for copyright to subsist in a work) has been developed entirely with reference to human traits such as personality, judgement and skill.  It is therefore unclear whether copyright can subsist in an AI generated work, opening up the risk that there may be no legal recourse to prevent copying of commercially valuable AI generated works in the same way that there would be if they had been authored by a human.

If copyright can subsist in an AI generated work, the legal owner of that work is the person who made arrangements necessary for the creation of the work.  The law does not however provide a clear definition as to who that person would be in the context of generative AI models.  There is therefore a risk that ownership of commercially valuable works could potentially be claimed by the developer of the AI model, rather than the person authoring the prompts to generate the work.

Infringement of Existing IP Rights

Generative AI learns from existing data, which often includes works which are subject to IP protection. If an AI model generates content that is substantially similar to these works, it could potentially infringe upon existing IP rights. For example, recent lawsuits filed by Getty Images against the owners of the AI image generator Stable Diffusion have alleged that aspects of Getty’s images, on which Stable Diffusion was trained, is included in some of the model’s output.  In particular, images generated by Stable Diffusion are alleged to include a version of Getty’s watermark, prompting accusations of trademark infringement.

The process of training an AI model may also include making copies of protected works.  Some jurisdictions provide so-called text and data mining provisions which exclude computational analysis of works from copyright infringement.  However, in the UK this exclusion only applies to research for non-commercial purposes.  The training of AI models on copyrighted works for commercial purposes could therefore risk claims of copyright infringement.

Confidential Information and Trade Secrets

Generative AI models are often implemented by third parties on cloud-based servers. The use or training of generative AI typically therefore involves providing some form of potentially business-critical information to a third party.  Whilst this can be done confidentially, without careful consideration there is a risk of unwittingly disclosing confidential information.  Such disclosure may risk losing trade secret protection for business critical knowhow and forfeiting the ability to register IP rights (such as patent and design rights) for any disclosed subject matter.

Mitigating Risks

The application of IP law to the use of generative AI remains relatively untested in the UK but has the potential to be a source of legal risk.  To mitigate these risks, businesses should consider developing and implementing clear policies and agreements to cover the use of AI.  Given the complex and evolving nature of AI and IP law, businesses should also consider seeking legal advice to ensure they are compliant with current laws and are prepared for future changes.

 


This article was written by Patent Director Nick King for Business Leader. Read the original article here.

Latest updates

Event - 27th October 2026

HGF sponsors pro-manchester Retail Lunch 2026

HGF is delighted to be sponsoring pro-manchester Retail Lunch 2026, taking place on Tuesday 27 October 2026 at INNSiDE by Meliá in Manchester. As part of the event, HGF Partner …

Event details
Event - 7th - 10th October 2026

HGF Attending AIPPI World Congress 2026

HGF is attending the AIPPI World Congress 2026, taking place in Hamburg from 7-10 October 2026. Bringing together intellectual property professionals from around the world, the annual Congress is one …

Event details
Event - 12th November 2026

HGF to Host Bionow Biotech & Beers Networking Event in Leeds

HGF is pleased to be partnering with Bionow to host the next Biotech & Beers networking event in Leeds on 12 November 2026, bringing together professionals from across the life …

Event details
Event - 18th November 2026

HGF Venture: Funding the Future

Join fellow life sciences founders, investors and business leaders for an evening of drinks and networking in Cambridge on the 18th November, 5-9pm. Featuring an investor-founder round table and an …

Event details
Event - 22nd September 2026

HGF are sponsors of LSPN Europe 2026

HGF is proud to sponsor LSPN Europe 2026, the premier event for IP professionals in the life sciences sector. Join us on September 22-23 in Basel for two days packed …

Event details
Event - 2nd September 2026

IP Clinic for SMEs at ETZ EnergyWorks

If you’re developing a new technology or growing your business, understanding your intellectual property (IP) early can help you protect your innovation, attract investment and avoid costly mistakes. Join HGF …

Event details
Event - 16th September 2026

Basel seminar - New developments in SPCs

VENUE – Der Teufelhof Basel, The Archaeological Cellar Join us on Wednesday 16th September 5:30 – 8:00 pm (CEST) for our seminar on the latest developments in Supplementary Protection Certificates …

Event details
Event - 10th July 2026

IP Clinic for SMEs at ETZ EnergyWorks

If you’re developing a new technology or growing your business, understanding your intellectual property (IP) early can help you protect your innovation, attract investment and avoid costly mistakes. Join HGF …

Event details