Mark Xu

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Articles

Eve Legal - Revolutionizing Plaintiff Law

Jan 16, 2025 | lsvp.com | James Ephrati |Mark Xu

Every year, law firms process millions of complex legal documents, handling everything from personal injury to employment disputes and civil rights violations. Attorneys and their staff spend countless hours reviewing records, drafting demands, preparing discovery responses, and managing case documentation — time that could be better spent advocating for their clients.
[2410.01290] Towards a Law of Iterated Expectations for Heuristic Estimators

Oct 2, 2024 | arxiv.org | Jacob K. Hilton |Eric Neyman |Mark Xu |Andrea Lincoln
Estimating Tail Risk in Neural Networks — LessWrong

Sep 13, 2024 | lesswrong.com | Mark Xu

Machine learning systems are typically trained to maximize average-case performance. However, this method of training can fail to meaningfully control the probability of tail events that might cause significant harm. For instance, while an artificial intelligence (AI) assistant may be generally safe, it would be catastrophic if it ever suggested an action that resulted in unnecessary large-scale harm.
[2409.03077] Backdoor defense, learnability and obfuscation

Sep 4, 2024 | arxiv.org | Jacob K. Hilton |Victor Lecomte |Mark Xu

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Running Microsoft SQL Server on VMware vSAN Express Storage Architecture with Lenovo ThinkAgile VX Series

Jan 30, 2024 | core.vmware.com | Mark Xu

Executive Summary Microsoft SQL Server is one of the most widely adopted business critical database solutions on the virtualized platform that requires the infrastructure layer with consistent performance, high availability, and simplified management.
Can China's EV market thrive without subsidies?

Dec 22, 2023 | focus.cbbc.org | Mark Xu

2 China is still providing support for electric vehicles, but the policies are shifting from carrot to stick, writes Gao Baiyu for China DialogueThe electric vehicle (EV) sector in China, as elsewhere, has benefitted from government support in its early phase as an up-and-coming green industry. The government has been subsidising producers of EVs for public transport, taxis and the consumer market since 2009.
ARC is hiring theoretical researchers

Jun 13, 2023 | forum.effectivealtruism.org | Mark Xu |Gabriel Mukobi

The Alignment Research Center’s Theory team is starting a new hiring round for researchers with a theoretical background. Please apply here. What is ARC’s Theory team? The Alignment Research Center (ARC) is a non-profit whose mission is to align future machine learning systems with human interests.
Agile Software Requirements Engineering Challenges-Solutions-A Conceptual Framework from Systematic Literature Review

Jun 6, 2023 | mdpi.com | Mark Xu |Zoe Hoy

Abstract:Agile software requirements engineering processes enable quick responses to reflect changes in the client’s software requirements. However, there are challenges associated with agile requirements engineering processes, which hinder fast, sustainable software development. Research addressing the challenges with available solutions is patchy, diverse and inclusive.
How big is China's e-sports market and what opportunities are there for UK companies?

Mar 15, 2023 | focus.cbbc.org | Mark Xu

With a value of over £17 billion and companies like Tencent and NetEase leading the way, China’s e-sports market is ripe with opportunities for British businesses – from technology companies to consumer brands and beyond. Jack Forsdike finds out moreIt is no secret that China’s games industry is colossal, but there’s also a specific market within the games industry that is becoming too big to be ignored: e-sports.