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...
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...
Trump attends birthright citizenship argument
Updated on April 1 at 7:48 p.m. As soon as President Donald Trump last evening mentioned attending argument in the birthright citizenship case in Trump v. Barbara today, some Supreme […]The postTrump attends birthright citizenship argumentappeared first onSCOTUSblog.
SECURE: Stable Early Collision Understanding via Robust Embeddings in Autonomous Driving
arXiv:2604.01337v1 Announce Type: new Abstract: While deep learning has significantly advanced accident anticipation, the robustness of these safety-critical systems against real-world perturbations remains a major challenge. We reveal that state-of-the-art models like CRASH, despite their high performance, exhibit significant instability...
English to Central Kurdish Speech Translation: Corpus Creation, Evaluation, and Orthographic Standardization
arXiv:2604.00613v1 Announce Type: new Abstract: We present KUTED, a speech-to-text translation (S2TT) dataset for Central Kurdish, derived from TED and TEDx talks. The corpus comprises 91,000 sentence pairs, including 170 hours of English audio, 1.65 million English tokens, and 1.40...
Trump convenes "God Squad" to override Endangered Species Act, up oil production
Administration wants to exempt all federally regulated offshore oil from protections.
SCOTUStoday for Wednesday, April 1
This morning, the court will hear argument in the birthright citizenship case, Trump v. Barbara. We will be live blogging beginning at 9:30 a.m. EDT. For a great introduction to […]The postSCOTUStoday for Wednesday, April 1appeared first onSCOTUSblog.
Advisory Opinions broadcast: President Donald Trump and birthright citizenship
Oral arguments in Trump v. Barbara, on the constitutionality of President Donald Trump’s executive order on birthright citizenship, have concluded, but the conversation isn’t over. Listen now to a special […]The postAdvisory Opinions broadcast: President Donald Trump and birthright citizenshipappeared...
Supreme Court appears likely to side against Trump on birthright citizenship
Updated on April 1 at 10:10 p.m. On Jan. 20, 2025, President Donald Trump signed an executive order that would end birthright citizenship – the guarantee of U.S. citizenship to […]The postSupreme Court appears likely to side against Trump on...
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...
More Human, More Efficient: Aligning Annotations with Quantized SLMs
arXiv:2604.00586v1 Announce Type: new Abstract: As Large Language Model (LLM) capabilities advance, the demand for high-quality annotation of exponentially increasing text corpora has outpaced human capacity, leading to the widespread adoption of LLMs in automatic evaluation and annotation. However, proprietary...
Court appears sympathetic to death-row inmate’s attempt to challenge racial discrimination in jury selection
The Supreme Court on Tuesday seemed sympathetic to a Mississippi man who argues that a district attorney violated the Constitution’s ban on racial discrimination in jury selection. Terry Pitchford is […]The postCourt appears sympathetic to death-row inmate’s attempt to challenge...
ZEUS: Accelerating Diffusion Models with Only Second-Order Predictor
arXiv:2604.01552v1 Announce Type: new Abstract: Denoising generative models deliver high-fidelity generation but remain bottlenecked by inference latency due to the many iterative denoiser calls required during sampling. Training-free acceleration methods reduce latency by either sparsifying the model architecture or shortening...
Justices seem dubious of government’s argument in criminal venue case
The Supreme Court on Monday considered whether federal prosecutors can try a defendant not only in the district where the offense occurs, but also where the crime’s “contemplated effects” are […]The postJustices seem dubious of government’s argument in criminal venue...
"Who Am I, and Who Else Is Here?" Behavioral Differentiation Without Role Assignment in Multi-Agent LLM Systems
arXiv:2604.00026v1 Announce Type: new Abstract: When multiple large language models interact in a shared conversation, do they develop differentiated social roles or converge toward uniform behavior? We present a controlled experimental platform that orchestrates simultaneous multi-agent discussions among 7 heterogeneous...
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As more Americans adopt AI tools, fewer say they can trust the results
AI adoption is rising in the U.S., but trust remains low, with most Americans concerned about transparency, regulation, and the technology’s broader societal impact, according to a new Quinnipiac poll.
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...
Retrospective on PAT x ICML 2026 AI Paper Assistant Program
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...
Human-in-the-Loop Control of Objective Drift in LLM-Assisted Computer Science Education
arXiv:2604.00281v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly embedded in computer science education through AI-assisted programming tools, yet such workflows often exhibit objective drift, in which locally plausible outputs diverge from stated task specifications. Existing instructional responses...
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...
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” –...
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...
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...
Statement: Head of US Policy on the White House AI legislative recommendations
The White House published it’s long-awaited AI legislative recommendations on Friday, and it still includes a call for Congress to […]
Why SoftBank’s new $40B loan points to a 2026 OpenAI IPO
Wall Street giants JPMorgan and Goldman Sachs are extending a 12-month, unsecured loan to the Japanese conglomerate.
Memory chip giant SK hynix could help end ‘RAMmageddon’ with blockbuster US IPO
SK hynix’s potential U.S. listing could raise $10-$14 billion to help it build more capacity, encourage others to follow, and end the 'RAMmageddon' memory shortage.