We propose a paradigm shift toward โDiligent Designโ, a proactive, design-embedded regulatory model that integrates legal and technical accountability.
A call for collaboration between lawyers, policymakers, and designers. (6/6)
@zihaoli.bsky.social
Lecturer (Asst Prof) in Law and Tech at Uiversity of Glasgow & CREATe | UKRI Fellow on Metascience AI | Fellow at Stanford University | BG: Comput. Sci. & Law #DataProtection #AI #Blockchain #IP #CyberLaw
We propose a paradigm shift toward โDiligent Designโ, a proactive, design-embedded regulatory model that integrates legal and technical accountability.
A call for collaboration between lawyers, policymakers, and designers. (6/6)
We also explain why existing frameworks, in data protection, consumer, and competition law, fail to address the problem effectively.
Regulators are trapped in a reactive loop of โproving harm.โ (5/n)
Our review bridges that gap. We identify 5 Root Problems driving dark patterns from power asymmetry to attention-seeking business models. And 3 Layers of Harm they cause: Individuals, Markets, and Society itself. (4/n)
11.11.2025 15:33 โ ๐ 2 ๐ 0 ๐ฌ 1 ๐ 0We reviewed 65 interdisciplinary studies across Law and HCI. The finding? Scholarship is dangerously fragmented. HCI builds taxonomies. Law assesses new/failed regulations. The two disciplines donโt speak the same language โ and rarely speak to each other. (3/n)
11.11.2025 15:33 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0Why is the regulation of dark patterns, manipulative interface designs that steer users into unwanted actions, still so ineffective? ๐ค
Our paper systematically reviews how Law & HCI have studied dark patterns and uncovers the root causes of regulatory failure. (2/n)
๐จ NEW PUBLICATION ALERT ๐จ
Thrilled to share our latest paper (with
@weiweiyi.bsky.social): โMapping the Scholarship of the Regulation of Dark Patternsโ now published in Computer Law & Security Review.
Open Access link: doi.org/10.1016/j.cl...
CREATe's brilliant minds are on the move! This week, our researchers, @ulafurgal.bsky.social and @zihaoli.bsky.social, took the stage at the #SLS annual conference 2026 by The Society of Legal Scholars in Leeds, showcasing their cutting-edge work.๐
We hope the audience enjoyed the show by CREATe!
3/3 Transparency requirements, opt-outs, the exception for text and data mining, and equitable remuneration for creatives are among the key issues we analysed in our response to the UK copyright & AI consultation, which has been published in GRUR International (academic.oup.com/grurint/adva...)
29.07.2025 07:27 โ ๐ 2 ๐ 2 ๐ฌ 0 ๐ 0We hope this paper serves as a basis for a meaningful evaluation of the GDPR, and provides empirical evidence that may assist other jurisdictions in assessing the effectiveness of transplanting GDPR-inspired rules into their own data protection frameworks.
23.04.2025 10:53 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0Our paper makes a three-fold contribution (1) a systematic mapping & critical analysis of the empirical evidence (2) a taxonomy of evidence for GDPR evaluation & review (3) reflections on the methodological deficits for more coordinated future research agenda. (5/n)
23.04.2025 10:52 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0Particularly in recent evaluations, at least three fallacies are present: 1 binary success/failure frame, 2 disproportional focus on GAFAM & 3 overgeneralisation. (4/n)
23.04.2025 10:52 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0By categorising empirical evidence into four thematic clustersโAwareness and Trust, Operational Performance, Ripple Effect, and Normative Clarityโwe provides a structured, multidimensional understanding of GDPR implementation and implications. (3/n)
23.04.2025 10:52 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0We have conducted a systematic review and reflection of all empirical literature on EU data protection law, including both the Directive and the GDPR, over the past 25 years (1995โ2022) (2/n)
23.04.2025 10:52 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0As the GDPR enters its seventh year of implementation, and with recent calls to reduce GDPR-related bureaucratic burdens, it may be the right time to re-examine the real-world impact and future direction of this landmark legislation. (1/n)
23.04.2025 10:52 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0๐จNEW ARTICLE ALERT๐จ
I am thrilled that our article (@wenlongli.bsky.social @wenkaili.bsky.social Yuemming Zhang @aolanli.bsky.social ) โMapping the empirical literature of the GDPR's (In-)effectiveness: A systematic reviewโ published by Computer Law & Security Review. OA: doi.org/10.1016/j.cl...
๐จ New CREATe Working Paper on the GDPR ๐จ
โMapping the Empirical Literature of the GDPRโs (In-)EffectivenessโโจBy WenlongLi, @zihaoli.bsky.social (Zihao Li), @Wenkai Li, Yueming Zhang & Aolan Li
Read here ๐ www.create.ac.uk/blog/2025/04...
Some of our colleagues are currently presenting their latest work at the BILETA Conference in @goldsmithsuol.bsky.social ๐งต๐
04.04.2025 14:37 โ ๐ 2 ๐ 1 ๐ฌ 1 ๐ 0Weiwei Yi on dark monetisation design patterns in video games ๐ฎ
Visit our website to discover more about our research: www.create.ac.uk
New Working Paper - The Decentralized and Automated Economy: A research roadmap for the medium-term future - www.create.ac.uk/blog/2025/03...
26.03.2025 09:53 โ ๐ 2 ๐ 1 ๐ฌ 0 ๐ 0๐จ Our response to the UK Governmentโs consultation on AI and copyright ๐จ
๐จ ๐ค Is it possible to adjust the legal framework to support both the creative industries and AI development?
Response here ๐ www.create.ac.uk/blog/2025/02...
๐ข Job Alert! The University of Glasgow is hiring a Lecturer in Competition Law (Research & Teaching). Join a vibrant team, teach innovative courses, and contribute to world-class research with CREATe.
Closing: 24 Feb 2025.
Check our blog for more info: www.create.ac.uk/blog/2025/01...
We are thrilled to announce the @create-glasgow.bsky.social relaunch event on 11 March at the ARC. Come along to learn more about our work on creativity, markets & technology, new research themes & join us for a networking reception with a Scottish twist. Register: www.create.ac.uk/blog/2024/02...
16.02.2024 14:55 โ ๐ 10 ๐ 2 ๐ฌ 1 ๐ 3