Do LLMs Know What Is Private Internally? Probing and Steering Contextual Privacy Norms in Large Language Model Representations
arXiv:2604.00209v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed in high-stakes settings, yet they frequently violate contextual privacy by disclosing private information in situations where humans would exercise discretion. This raises a fundamental question: do LLMs internally...
SCOTUStoday for Thursday, April 2
It was a historic day at the Supreme Court on Wednesday, as President Donald Trump became the first sitting president to attend oral argument. Today’s newsletter has all you need […]The postSCOTUStoday for Thursday, April 2appeared first onSCOTUSblog.
Who is driving the conversation at the Supreme Court?
Empirical SCOTUS is a recurring series by Adam Feldman that looks at Supreme Court data, primarily in the form of opinions and oral arguments, to provide insights into the justices’ decision making and […]The postWho is driving the conversation at...
DySCo: Dynamic Semantic Compression for Effective Long-term Time Series Forecasting
arXiv:2604.01261v1 Announce Type: new Abstract: Time series forecasting (TSF) is critical across domains such as finance, meteorology, and energy. While extending the lookback window theoretically provides richer historical context, in practice, it often introduces irrelevant noise and computational redundancy, preventing...
Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method
arXiv:2604.01279v1 Announce Type: new Abstract: We introduce Sven (Singular Value dEsceNt), a new optimization algorithm for neural networks that exploits the natural decomposition of loss functions into a sum over individual data points, rather than reducing the full loss to...
Retrospective on PAT x ICML 2026 AI Paper Assistant Program
Self-Routing: Parameter-Free Expert Routing from Hidden States
arXiv:2604.00421v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) layers increase model capacity by activating only a small subset of experts per token, and typically rely on a learned router to map hidden states to expert assignments. In this work, we ask...
Robust Graph Representation Learning via Adaptive Spectral Contrast
arXiv:2604.01878v1 Announce Type: new Abstract: Spectral graph contrastive learning has emerged as a unified paradigm for handling both homophilic and heterophilic graphs by leveraging high-frequency components. However, we identify a fundamental spectral dilemma: while high-frequency signals are indispensable for encoding...
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Association for the Advancement of Artificial Intelligence (AAAI) - Find your next career at AAAI Career Center. Check back frequently as new jobs are posted every day.
DDCL: Deep Dual Competitive Learning: A Differentiable End-to-End Framework for Unsupervised Prototype-Based Representation Learning
arXiv:2604.01740v1 Announce Type: new Abstract: A persistent structural weakness in deep clustering is the disconnect between feature learning and cluster assignment. Most architectures invoke an external clustering step, typically k-means, to produce pseudo-labels that guide training, preventing the backbone from...
A Retrospective on the ICLR 2026 Review Process
Costco sued for seeking refunds on tariffs customers paid
Proposed class action accuses Costco of unjust enrichment.
Bridging Deep Learning and Integer Linear Programming: A Predictive-to-Prescriptive Framework for Supply Chain Analytics
arXiv:2604.01775v1 Announce Type: new Abstract: Although demand forecasting is a critical component of supply chain planning, actual retail data can exhibit irreconcilable seasonality, irregular spikes, and noise, rendering precise projections nearly unattainable. This paper proposes a three-step analytical framework that...
Polish phonology and morphology through the lens of distributional semantics
arXiv:2604.00174v1 Announce Type: new Abstract: This study investigates the relationship between the phonological and morphological structure of Polish words and their meanings using Distributional Semantics. In the present analysis, we ask whether there is a relationship between the form properties...
Birthright citizenship live blog for Wednesday, April 1
On Wednesday, April 1, we will be live blogging as the court hears argument in Trump v. Barbara, on the constitutionality of President Donald Trump’s executive order on birthright citizenship. […]The postBirthright citizenship live blog for Wednesday, April 1appeared first...
The Supreme Court of India
Welcome to SCOTUSblog’s recurring series in which we interview experts on different supreme courts around the world and how they compare to our own. In our previous columns, we focused […]The postThe Supreme Court of Indiaappeared first onSCOTUSblog.
UK AISI Alignment Evaluation Case-Study
arXiv:2604.00788v1 Announce Type: new Abstract: This technical report presents methods developed by the UK AI Security Institute for assessing whether advanced AI systems reliably follow intended goals. Specifically, we evaluate whether frontier models sabotage safety research when deployed as coding...
Defending the Bankrupt Castle
Every year, hundreds of thousands of Americans file for Chapter 7 bankruptcy. In each case, the U.S. Department of Justice appoints a private individual, usually an attorney, to serve as the bankruptcy trustee and administer the estate. Equipped with significant...
BIAS, FAIRNESS, AND INCLUSIVITY IN GENERATIVE AI SYSTEMS: A CRITICAL EXAMINATION OF ALGORITHMIC BIAS, REPRESENTATION GAPS, AND THE CHALLENGES OF ENSURING EQUITY IN AI-GENERATED OUTPUTS
Generative AI systems such as large language models (LLMs), image synthesizers, and multimodal frameworks have transformed content creation while also exposing and amplifying systemic biases that undermine fairness and inclusivity. This study critically examines algorithmic bias in model outputs, representation...
No Third Term: Rejecting the Nonconsecutive Loophole – Wisconsin Law Review – UW–Madison
The text of the Twenty-Second Amendment seems clear that a president cannot be elected to a third term: “No person shall be elected to the office of the President more than twice.” This Essay looks further to the history surrounding...
Volume 110 Headnotes: Spring Issue - Minnesota Law Review
No More IEEPA Tariffs? The Legal Bases of an Alternative Regime By Lawrence J. Liu Full essay here. lawreview - Minnesota Law Review
Announcement of opinions for Tuesday, March 31
On Tuesday, March 31, we will be live blogging as the court potentially releases opinions in one or more argued cases from the current term. Click here for a list […]The postAnnouncement of opinions for Tuesday, March 31appeared first onSCOTUSblog.
Birthright citizenship: Hintopoulos, Harlan II, and “Joltin’ Joe” – mid-century elements of American greatness worth remembering on the eve of Barbara
“Of course.” “No one wants to change that.” As mid-20th century American leaders both on and off the Supreme Court pondered America’s place in a brutish world, these are the […]The postBirthright citizenship: Hintopoulos, Harlan II, and “Joltin’ Joe” –...
Temporary Protected Status cases to be argued on final day of April argument session
The Supreme Court on Friday morning announced that it will hear arguments on April 29 – the last day of the court’s April argument session, and the last day of […]The postTemporary Protected Status cases to be argued on final...
Court to hear argument on claim of racial discrimination in jury selection
The Supreme Court will hear oral argument on Tuesday in Pitchford v. Cain, the case of a Mississippi man who contends that he was sentenced to death in violation of […]The postCourt to hear argument on claim of racial discrimination...
The key arguments in the birthright citizenship case
On April 1, the Supreme Court will hear oral arguments in one of the highest-profile cases of the 2025-26 term – and indeed, one of the biggest cases in several […]The postThe key arguments in the birthright citizenship caseappeared first...
SCOTUStoday for Friday, March 27
As you might have seen yesterday, we have a favor to ask those of you who are in the legal profession: Could you fill out this brief survey about your […]The postSCOTUStoday for Friday, March 27appeared first onSCOTUSblog.
Court repudiates extension of federal supervised release while a defendant absconds
After completing a term of imprisonment, federal criminal defendants often serve terms of supervised release that usually last between one to five years, depending on the offense for which they […]The postCourt repudiates extension of federal supervised release while a...
When the Supreme Court let a president get away with redefining birthright citizenship
The president finds the long-settled meaning of the citizenship clause to be an intolerable obstacle to his agenda. The reason? Each year it would make U.S. citizens of tens of […]The postWhen the Supreme Court let a president get away...
Justices debate arbitration exemption for “last-mile” drivers
Yesterday brought the justices another of the term’s cases about the federal statute forcing the enforcement of arbitration agreements. The issue in this one – Flowers Foods, Inc. v. Brock […]The postJustices debate arbitration exemption for “last-mile” driversappeared first onSCOTUSblog.