Sufficiency challenges keep pace with innovation

Managing IP is part of Legal Benchmarking Limited, 1-2 Paris Gardens, London, SE1 8ND

Copyright © Legal Benchmarking Limited and its affiliated companies 2026

Accessibility | Terms of Use | Privacy Policy | Modern Slavery Statement

Sufficiency challenges keep pace with innovation

Sponsored by

twobirds-400px.jpg
shubham-dhage-pacwvlrnzj8-unsplash.jpg

Chris de Mauny of Bird & Bird discusses the current and future importance of sufficiency in light of recent UK case law

A European patent may be challenged on the basis that it does not sufficiently disclose the invention. This concept is fundamental and longstanding: recent UK Supreme Court case law has referred to sufficiency of disclosure as part of the ‘patent bargain’ that justifies the patent system, citing 18th century case law.

A sizable proportion of decisions concerning sufficiency of disclosure have been concerned with the life sciences in recent years. In part this has been driven by a rapid increase in litigation over biotechnologies that are complex, fast-moving, valuable and, compared to many other complex technologies, still at an earlier stage of development and understanding.

In short, patents in that area risk insufficiency because the ‘first to file’ system encourages a race to file ahead of competitors but the complex technology involved would benefit from more time both for its maturation and for its exposition. These decisions have recognised several ‘flavours’ of insufficiency and given guidance on how to evaluate them.

‘Flavours’ include excessive claim breadth, implausible claims and uncertain claim scope. To a degree this increasing sophistication in the analysis of insufficiency has marched alongside other legal development like the recognition that a claim may lack inventive step if its supposed effect is implausible. Again, a large part these developments has been driven by hard cases in the life sciences but the principles from them are generally applicable.

A high-profile current issue in patent law is the treatment of AI-related inventions. Many commentators focus on the permissibility or otherwise of AI entities as inventors. Another area of discussion relates to the patentability of AI-generated inventions or inventions implementing AI-based solutions. Questions have been raised over the applicable standards for inventive step and sufficiency of disclosure.

In respect of sufficiency, early signs are that this may be a significant challenge for AI-related inventions.

First, there is the practicability of disclosure: some commentators have advocated a ‘deposit’ requirement of capability for training data for AI-based inventions.

Second, the AI field is comparable with biotechnology in its complexity, speed of development and potential value but it is less mature. This indicates a significant potential for insufficiency arguments to arise as filings are made rapidly.

Third, AI interacts directly with the European policy-driven exclusions from patentability for computer programs, mathematical methods and mental acts. A patent applicant must navigate between these exclusions and defining and explaining the subject matter of the invention sufficiently.

Fourth, AI is in some respects intrinsically unreproducible and unpredictable. This peculiar characteristic of AI is liable to attract insufficiency challenges, perhaps in conjunction with challenges to inventive step or ‘squeezes’ over infringement. For example, an alleged infringer might challenge whether it can be shown that their product makes use of a particular claimed AI technique in combination with an allegation of insufficiency of the uncertain or excessive claim scope flavours. In time the challenges of dealing with AI may drive recognition of new ‘flavours’ of insufficiency not yet articulated.

Patent law has a long history of evolving basic principles to meet new situations. Sufficiency, a fundamental dimension of the ‘patent bargain’, is by no means new but provides a contemporary illustration of the need for this evolution.

 

Chris de Mauny

Partner, Bird & Bird

E: christopher.demauny@twobirds.com

 

more from across site and SHARED ros bottom lb

More from across our site

Patrícia Paias explains why she loves the science and business behind an idea and why potential rights owners must avoid the ‘file and forget’ philosophy
Lawyers eagerly await news of what IP specialist Sir Colin Birss will bring to one of the England and Wales judiciary’s most important roles
María Aurora García of Berken IP explains how intellectual property rights holders can use customs monitoring and online enforcement tools to identify parallel imports and support compliance with consumer protection rules
The Jakarta-based firm says personal networks and a distinctive strategy can help it guide foreign clients through what can be a tricky IP landscape
Munich litigation boutique formed by former Taylor Wessing partners continues expansion as it seeks to cement its position in the UPC market
Yvonne Tang and Siau Wen Lim, the second and third IP specialists to sit on the firm’s management committee, say IP is ‘uniquely positioned’ to support cross-practice work
As competing firms come under common ownership, clients may care less about formal conflicts and more about how openly firms discuss them
Facing increased lateral movement and in-house competition, firms are investing in flexible billing hours and tailored career progression to improve associate retention
As the US reflects on 250 years of independence, patent lawyers say innovation is reshaping old hiring priorities, with firms seeking broader IP expertise over specialisation
The Nokia v Acer ruling in the UK suggests arbitration is moving from the sidelines towards the mainstream of global FRAND disputes - and could reshape forum strategy in the process
Gift this article