Sufficient Conditions for Stability of Minimum-Norm Interpolating Deep ReLU Networks
arXiv:2602.13910v1 Announce Type: new Abstract: Algorithmic stability is a classical framework for analyzing the generalization error of learning algorithms. It predicts that an algorithm has small generalization error if it is insensitive to small perturbations in the training set such...
A Multi-Agent Framework for Code-Guided, Modular, and Verifiable Automated Machine Learning
arXiv:2602.13937v1 Announce Type: new Abstract: Automated Machine Learning (AutoML) has revolutionized the development of data-driven solutions; however, traditional frameworks often function as "black boxes", lacking the flexibility and transparency required for complex, real-world engineering tasks. Recent Large Language Model (LLM)-based...
Is the Electronic Trade Documents Act 2023 Sufficient to Promote the Uptake of Paperless Trading Systems?
In September 2023, the Electronic Trade Documents Act (ETDA) came into force in the UK. It aims to facilitate paperless trade by allowing certain trade documents in electronic form to have the same legal functionality as their paper counterparts. The...
Review of Hanna Schebesta and Kai Purnhagen, EU Food Law, Oxford, Oxford University Press, 2024, 432 pp, hb, £110.00
Anyone interested in food system reform should acknowledge the importance of EU law and learn to recognise its strengths and weaknesses, so as to fully harness its transformative potential. This is no easy task, for EU food law is a...
Review of Allan C. Hutchinson, Rethinking Legitimacy: Courts, Constitutions and Politics, Oxford, Hart Publishing, 2025, 192 pp, hb, £90.00
The Supreme Courts of the United States of America and the United Kingdom face increased scrutiny, albeit from opposing sides of the political spectrum. Allan C. Hutchinson’s latest book, provides a welcome contribution that interrogates the contemporary positionings of law...
The Shareholder's Standing to Challenge the Exercise of Directorial Power: Tianrui (International) Holding Company Ltd v China Shanshui Cement Group Ltd
An enduring problem with the proper purposes duty is the apparent right of the shareholder to enforce the same despite the duty being owed to the company. The cases on the proper purpose duty have thus far simply assumed the...
Navigating the Evolving Landscape of Enterprise AI Governance and Compliance
The rapid adoption of Artificial Intelligence (AI) across enterprises has ushered in a new era of innovation and efficiency, but it also poses significant governance and compliance challenges. As of February 2026, regulatory bodies and industry leaders are responding with...