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

Nick Redfearn, head of enforcement at Rouse and a classic car enthusiast, explains the sudden viral appearance of classic car restomod parts from China and the impact of IP in this new trade
Our 2026 rankings for Western Europe, taken with historical data, reveal that some European IP markets hardly change – while others are more fluid
Selina Hinchliffe, head of commercial services at Shakespeare Martineau, reflects on rejecting Cambridge, leading through empathy, and why authenticity matters more than fitting in
US corporates are using the UPC, but much of that work still flows to European boutiques. Last week’s merger, as well as others, could alter that dynamic
Publicly listed Australian group IPH delivered on its promise to profoundly shake up the Canadian market. Four years on, rivals have had time to adapt
IP practitioners debate whether new guidelines will make it more difficult to challenge a patent
Varuni Paranavitane says she is excited to bring ‘rounded expertise’ to the firm, which will have a solicitor in its ranks for the first time
Lawyers adapting to AI-driven recommendations are being pushed to demonstrate expertise publicly rather than simply relying on a polished website
Mid-market businesses looking to establish an online presence need ‘holistic’ brand protection services at an accessible cost, according to partners
Our latest update also includes the latest case filing statistics, and an update on how a transatlantic merger could be a UPC opportunity for the US half of the partnership
Gift this article