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Live Updates: Trump Targets Birthright Citizenship Again in New Executive Orders - The New York Times Trump Orders Leak Probe After Venting About Media Coverage of Munitions Stockpile - wsj.com Sen. Marsha Blackburn wins the Republican primary for governor of Tennessee - NBC News Senate committee votes to hold Fauci in contempt for refusing to answer COVID questions - AP News Union representing IRS workers asks judge to block Trump tax audit immunity deal - AP News Live updates: Iran says Hormuz deal is close but US must meet commitments before strait reopens - CNN Mitch McConnell announces discharge from rehabilitation center - The Guardian Trump-endorsed Ogles loses Tennessee House GOP primary - The Hill Man charged with setting devastating Spokane fire to be evaluated for competency to stand trial - Oregon Public Broadcasting - OPB Retrial Ordered in Child Killing With Parallels to Lindsay Clancy Case - The New York Times Israel strikes south Lebanon after two soldiers killed by explosion - BBC Jason Arday, Cambridge's youngest Black professor, resigns amid plagiarism allegations - CBS News Saudi military says Houthi attacks left 11 civilians, including a child, injured near Yemen border - AP News Houthi attack on Saudi Arabia wounds 11 civilians as kingdom warns of wider threat - Reuters Meta told to pay another $567m in New Mexico child safety lawsuit - BBC Trump Issues Tariffs on Key Ingredient for Electronics and Solar Panels - The New York Times SpaceX stock climbs as shares available for trading more than double - Reuters Gold's rally is about a growing lack of investor confidence; silver could offer bigger gains says MarketGauge's Schneider - KITCO OpenAI’s new AI smart speaker will reportedly sell for between $300 and $400 - TechCrunch ‘Grand Theft Auto VI’ Game To Debut Extended Look On Netflix This Month - Deadline Trevor Noah is hosting Google’s Pixel 11 launch event - The Verge Bose has refreshed its QuietComfort headphones with two-way USB-C audio and better noise cancellation - Engadget Perez Hilton’s Children Were Inside Home Minutes Before Disturbing Livestream, Family Says - The Hollywood Reporter The ‘Ted Lasso’ Season 4 Rotten Tomatoes Review Score Is In - Forbes UK won't intervene in Paramount's $81 billion takeover of Warner Bros. Discovery - ABC News - Breaking News, Latest News and Videos Paramount-WBD Deal Endorsed By Lionsgate CEO Jon Feltheimer: “Uncertainty Is The Worst” - Deadline 2026 NFL Hall of Fame Game: Who's playing, live updates, more as Panthers and Cardinals face off in preseason opener - Yahoo Sports Lions, RB Jahmyr Gibbs agree to 3-year, $67.5M extension - ESPN JD Vance praises Sophie Cunningham for 'Save Women's Sports' activism | OutKick - Fox News Darren Elkins explains decision to retire after UFC Vegas 120, rules out going to BKFC: ‘I’d probably die’ - mmafighting.com South Korean satellite captures before and after views of SpaceX rocket’s moon crash - AP News A new species of Ice Age toad discovered at La Brea Tar Pits: The spadefoot toad Spea labreae - Phys.org Astronomers capture highest-resolution image ever of the Sun’s surface - physicsworld.com Indian-origin Nasa astronaut Anil Menon embarks on maiden 6.5-hour ISS spacewalk - The Times of India People who avoid 3 key things live nearly 13 years longer without dementia: study - New York Post Flesh-eating bacteria has killed 5 in Louisiana this year, officials say - CBS News 4th case of 'rabbit fever' reported in New York. Here's what to know - 6abc Philadelphia Moderna’s mRNA flu shot earns FDA approval after rollercoaster review - Ars Technica

BBC News

Thousands of rail passengers hit by power failure disruption Meta fined $567m in largest child safety ruling against social media giant Arrests in Norfolk town as disorder continues for third night Trump again tries to limit US birthright citizenship with new executive orders Uefa says boycott may still go ahead as FA withdraws Infantino support Artificial Intelligence used to design brand new viruses Village sees 50 days without rain during summer heatwave Amanda Knox defends Fringe comedy show after claims it will 'trivialise violence' EasyJet agrees to £5.7bn takeover by US firm South Korea space agency shares Moon images after SpaceX rocket debris crash Boxer charged with killing aid worker in Greece after his wife gave police 'key' details Conservatives pledge to ban foreign nationals from social housing Argos is getting a makeover - but can it attract new shoppers? How a diary entry solved the murder of a missing man Lauryn Hill and Wyclef ‘in an amazing place’ as fans hope for new Fugees album after 30 years Sudan's invisible children - born in war with no legal identity First OpenAI, now Meta - why do AI hacks keep happening? UK papers: 'Tories to end social housing for foreigners' and 'Bottoms down' Weekly quiz: Ed Sheeran got in trouble with the DVLA over which make of classic car? Serious questions for Cambridge after professor at centre of plagiarism row resigns Trump denies US weapons shortage and says information 'leakers' being 'hunted down' Four men arrested after violent disorder near Pontypool, police say Two people convicted in relation to death of French streamer Doge overstated claims to have saved Americans $110bn, watchdog finds Australian aviation crew carries out daring midwinter Antarctica rescue TikTok star Sydney Towle, who shared her cancer journey online, dies aged 26 BBC News app The Global Story: Who is to blame for the chaos on Spain’s border? Which PM punched John Simpson? Vinicius Jr and Real Madrid agree new six-year deal Uefa says boycott may still go ahead as FA withdraws Infantino support Doku's new deal, Gonzalez to stay - what's latest on Man City transfers? Le Court wins stage six of Tour after mechanical failure Wigan thrash Saints in opening Super Four game Old habits haunt Rangers in early McInnes tenure

Financial Times (World)

US euro sale to prop up yen blindsided ECB Airtel to list its $10bn Africa finance business in London Why Modi’s economic model is not working for India’s youth Alibaba’s latest AI model puts it back in the great game Google shifts AI power back to Brin as DeepMind’s Hassabis steps aside Rail users face further disruption after Manchester power cut Mexico deploys hundreds of troops to secure avocado heartlands FirstFT: US scientists use AI to create first synthetic viruses Tories vow to ban foreign nationals from accessing UK social housing Jane Street in talks to shift its $11bn in debt to investors including Pimco Honeywell Aerospace shares plunge on failure to overcome supply snarls Argentine company accuses US of meddling in Huawei project California sues DuPont over alleged effort to avoid ‘forever chemicals’ liabilities The shrinking space for democracy in Africa Trump allowed to delay release of financial details in $10bn BBC defamation case Congress should hold Trump’s feet to the fire on chips Abdul El-Sayed delivers significant victory for progressive Democrats Paramount agrees safeguards for UK approval of $110bn WBD deal Referrals to Prevent anti-radicalisation scheme jump after Southport attacks The confounding ‘compounding’ of ‘compounding’ ConocoPhillips chief Ryan Lance to step down after 14 years The good, the bad and the green of Badenoch Russia targets Maga influencers ahead of German state vote US public pension funds and business groups clash on SEC climate risk disclosure shift Both Trump and young Americans are warming to China

Financial Times (UK)

Rail users face further disruption after Manchester power cut Tories vow to ban foreign nationals from accessing UK social housing Trump allowed to delay release of financial details in $10bn BBC defamation case Paramount agrees safeguards for UK approval of $110bn WBD deal Referrals to Prevent anti-radicalisation scheme jump after Southport attacks The good, the bad and the green of Badenoch Only 1 in 7 of England’s rivers, lakes and estuaries meet ecological standards More moaning about UK monthly GDP BP North Sea exit presents wake-up call on Scottish energy At least half a dozen senior NHS leaders linked to Palantir Reform UK and Green Party unite in opposing Kent solar farm plans Badenoch ‘sad’ over former antisemite’s withdrawal as Tory council candidate How to solve Britain’s prisons crisis Bodycote gets twin private equity bids as buyers feast on London market Reform repaid Tice loan on same day £1mn donated by mother of Farage aide Cottrell Polanski calls for higher taxes on oil and gas profits to fund wildfire prevention Burnham rewires the ‘unaccountable’ state Glencore plans secondary listing in Australia Bank of England: QT bye? UK’s ability to make medicines and missiles hit by decline of chemicals industry Can the UK’s newest rail station escape the problems of HS2? Hackney Marshes, where east London plays by its own rules ‘Two very different characters’: Miliband and Rubio to meet in Washington UK to strip back procurement rules to focus on job creation, says Haigh Early release scheme may not avert future prison crisis, say experts

The New York Times

China’s Unitree Prices IPO in Bet Investors Are Ready for Humanoid Robots Google Names Demis Hassabis to New AI Role in a Leadership Shake-up How China’s A.I. Is Surging Across Africa Follow the Markets and Track Stocks With These Free Apps Meta Ordered to Pay $567 Million Fine by New Mexico Judge F.C.C. Removes Limit on Broadcast TV Ownership French Streamers Convicted in Case Related to Kick Livestream Death TikTok Lays Off 250 Employees in Office That Includes Content Moderation Four Top Google A.I. Researchers Form New Start-Up Trump White House Readies AI Framework to Review Security Risks SpaceX, in First Earnings After IPO, Reports Soaring AI Spending In Lawsuit, NJ Accuses Amazon of Suppressing Pay for Delivery Drivers Man’s Claim That Brakes Failed on Jaguar Was Scam to Avoid Car Payments, Court Rules A SpaceX Rocket Will Soon Crash Into the Moon White House Whipsaws Silicon Valley (and Itself) Over A.I. Rules SpaceX’s Stock Lockup Is Expiring. Prepare for a Bumpy Ride. If You Can’t Beat A.I., Outdress It, Tech Firms and Their Swag Say Google Earth Disables A.I. Tool After One Day Over Disinformation Concerns Open Model Wars + Claire Stapleton’s Dishy Google Memoir + Substack’s Slop Fight Five Takeaways From the Times Investigation Into Larry Ellison’s A.I. Gamble We All Do Errands. Noah Blau Films Them. Larry Ellison Bet It All on the A.I. Boom. Will He Be the Face of the A.I. Bubble? What You Need to Know About Installing Plug-In Solar Panels The German Auto Industry, a Pillar of the National Psyche, Is Trembling Plug-In Solar Panels Are Starting to Sprout in U.S. Backyards How the Pro-Trump Media Ecosystem Is Splintering Ahead of the Midterms

The Guardian

Ebola virus behind massive outbreak in DRC could be mutating, officials say US to shut five consulates as critics fear China could fill diplomatic vacuum Top Ugandan footballer killed by robbers armed with paving stones Nigerian security forces free more than 300 hostages in ‘largest single-day recovery’ ‘Morocco feels emboldened’: Trump’s influence in spotlight after Ceuta disaster Toronto zoo announces birth of pygmy hippo calf, third for mother Kindia Mexican influencer shot dead while streaming live on social media Peruvian cardinal hails $150m lead poisoning settlement for 1,300 people as a ‘historic milestone’ Mexico’s top university orders 58,000 students to resit entrance exam after suspected cheating US revokes Brazil ambassador’s visa in escalation of diplomatic feud ‘Mamma mia!’: Trump tariffs refund ignites 53% profit spike at Nintendo Starbucks Korea raided by police after ‘Tank Day’ campaign sparks public outrage New Zealand capital delights in rare snowfall as southern city residents ski down world’s steepest street ‘Our new champion’: Philippines swept up in tennis fever after Alex Eala’s historic win Three lions die of suspected heatstroke at Tokyo zoo as Japan swelters Australia news live: Alan Jones complainant denies fabricating pigsty kiss; Royal Adelaide Show cancels poultry exhibits over bird flu fears Man dies after suspected dog attack at rural property in Sydney suburb ‘We expected it, but now it’s here’: on the frontline of Australia’s bird flu outbreak, people are distressed Minns said he wouldn’t ‘gloat’ about Icac hearings into the Liberals. Instead, he’s quietly taking out the trash Can Australia make housing affordable while avoiding a major market crash? We may soon find out Leipzig drone bomb was found near Ukrainian plane carrying ammunition, say police Ceuta residents ‘sad, helpless, anxious’ as up to 5,000 migrants remain in the city, president says – Europe live Nearly 50 asylum seekers deported under ‘one in one out’ scheme have returned to the UK Danish pupils will have to orally defend essays in attempt to combat AI cheating Nato to ‘urgently’ get air defences for Ukraine, as Zelenskyy warns of surge in Russian missile production Iran says a deal with Oman to reopen the strait of Hormuz is close to being finalised – as it happened Israel charges West Bank settler over death of renowned Palestinian activist Trump’s Gaza Board of Peace issues first building contract – for a military base Top Democrats accuse Trump officials over Israeli settlers’ ‘unbridled violence’ Israeli strike that killed journalist in Lebanon was war crime, say rights groups India-Bangladesh relations hit new low over exiled PM’s speech to press in Delhi High-profile Indian journalist jailed for 10 years for raping colleague Exiled PM vows to return to Bangladesh despite execution threat Pakistani authorities ban international media from reporting in most of country Pakistan precinct suspends all 78 officers and staff over alleged rape at police station ‘It is British life’: No 10 vows to stop councils trying to limit standing in pubs Dons call for Cambridge leaders to take blame for Jason Arday appointment Covent Garden victims stabbed in the back with pair of scissors, court hears Norfolk police arrest two men after officers injured during unrest over asylum plans Foster + Partners cleared over man’s death when window fell from London penthouse New Mexico court orders Meta to pay $567m over harms to children’s mental health ACLU blasts Trump’s new orders on birthright citizenship, saying they are doomed to fail in court– as it happened Trump’s birthright citizenship attack the latest effort in obsessive campaign Trump administration announces changes to Head Start in overhaul Judge approves $106m settlement over deadly 2019 Hard Rock Hotel collapse

Hacker News

Meta Ordered to Pay $942M to Address Harm to Kids from Social Media Spin audit of SQD/QSCI quantum-chemistry benchmarks on iron–sulfur clusters Welcoming the Nepalese Government to Have I Been Pwned Inside vLLM: Anatomy of a High-Throughput LLM Inference System (2025) Bioengineered chewing gum may offer a way to fight HPV and other microbes AMD acquires Taalas to boost inference performance by etching models in silicon Quake – 30th Anniversary Update Herdr is joining Y Combinator. The runtime stays open Can you reverse engineer an ASIC? Qwen3.8 Max now ranked as the best overall model by agentic index My phone detects going on a run as “someone snatching my phone and running off” Improving GPT‑5.6 Sol in ChatGPT, expanding GPT‑5.6 Luna access for free users Taste Is All That's Left Show HN: The Channels SDK – Bring Any Agent to Any Channel (Slack, MS Teams) Launch HN: ProvenMetal (YC S26) delivers circuit boards in days instead of weeks GitHub Actions and Pages are experiencing degraded availability Almost no skill required to cook a steak Four simple rules behind Japan's most liveable cities Humans missed 1 in 3 threats approving AI agent commands across 40k game runs Mario Meets Pareto

Arxiv astro-ph.HE

From Multimessenger Inference to Simulations: A Ranked Ensemble of Finite-Temperature Equations of State Profile Reconstruction from Temporally Stable Emission Components for Timing PSR J1713+0747 A Real-Time Jet Laboratory in Swift J1727.8-1613 Type I X-Ray Burst Models With Rotation Population synthesis and detection prospects for Galactic long-period transients with LISA Observation of the Moon and Sun shadows with cosmic rays at an average energy of $\text{7}{\times}\text{10}^\text{17}\,$eV X-ray Reflection as Diagnostic of Supermassive Black Hole Binary Properties Bayesian Inference of fine-features of dense matter EOS from future high-precision data of neutron star radii Dissecting the Nuclear Structure of NGC 5548 with XRISM. I. Physical Properties of the Highly Ionized Outflows Constraining Lorentz invariance violation from the depth of air-shower maximum The most extreme high-z radio quasars in the eRASS:1 X-ray survey The Most Dangerous Seed: Nonlinear Optimal Perturbations in Rayleigh-Taylor Instability Column-Density Estimation from the Equivalent Widths of Absorption Doublets A survey of ultra-compact high-state AM CVn binaries with ZTF and Gaia: New discoveries and observational constraints on Galactic space density Non-Thermal Pressure due to Gas Motions in the Intracluster Medium: Confronting XRISM/Resolve with TNG-Cluster Simulations Ambiguity in matter sector for modified gravity involving $\delta^2 \mathcal{L}_{m}/\delta g^{\mu\nu}\delta g^{\alpha\beta}$ and its implications to astrophysics and cosmology Modeling the imprints of large-scale magnetized structures on $\gamma$-rays from extragalactic transients Gravitational Waves from Strongly Magnetized Eccentric Neutron Star Binaries Universal Relations for Elastic Hybrid Stars and Quark Stars Short gamma-ray burst progenitors have short delay times A precessing jet from a supermassive black hole: multi-wavelength observations of S5 1044+71 Bayesian Geometrical Modeling of IXPE Polarization Angle Curves of the Magnetars 1E 2259+586 and 1E 1547.0-5408 Infrared Line Diagnostics Fail to Constrain Sgr A*'s UV Output Gravitational wave detectability range informed by external messengers Insights on the Gamma-Ray Bursts variability in their cosmological rest frame Comparative properties of X-Ray Flashes and Gamma-Ray Bursts from BeppoSAX observations of Fast X-ray Transients Time-dependent cosmic-ray escape from wind bubbles: hard spectra formation Pinning Down the Geometry of the Type Ic Broad-Line Supernova 2026gzf Different Jet Dissipation Mechanisms Underlying the Variability in Blazars Dark Drag Around Sagittarius A* First Detection of Extensive Air Showers Using a Small-Aperture Fluorescence Telescope On the Possibility of a Strong First-Order Phase Transition in Neutron Stars Testing the theory of colliding winds: The periastron passage of 9 Sagittarii. II. Radio monitoring Gravitational Enstrophy: Local Geometric Origin and Inverse-Cascade Constraints

Arxiv cs.LG

C$^2$MOE: Consistency and Complementarity-guided Mixture of Experts for Incomplete Multimodal Emotion Learning On Hamming-Lipschitz Type Stability of the Subdominant (Minmax) Ultrametric: Theory and Simple Proofs A Trust-region Framework for Moment Estimation Learning to Resolve Neutron Resonances with Fully Convolutional Neural Networks Lindblad-Inspired Multi-Timescale Reservoir Computing with Separable Rotation and Dissipation An Explainable LLM Agent Layer for Open-World Anomaly Detection in Oil Wells Tactus: Open-Vocabulary Object Recognition from Low-Cost Pressure Arrays Robust and Personalized Federated Learning for Aircraft-Engine Prognostics under Benign and Adversarial Client Heterogeneity Recurrent Residual Quantization: A Progressive Multi-Precision Representation for LLMs CAMP: A Cycle-Aware Multi-Scale Patch Mixer for Time Series Forecasting LaPrune: Controllable Differentiable Sparsity at Million Scale SJEPA: Learning Elegant Latent Dynamics with Hybrid Symbolic-Neural Predictors Spend Bits Where Queries Look: KV Cache Vector Quantization with Attention-Preserving Transforms Spatiotemporal Graph Transformer for Traffic Intelligence in Edge Computing SpecDrop: Parameter-Free Category-Conditioned Routing for Modular Specialization Out-Of-The-Loop Multi-Fidelity Bayesian Optimization LiNC: Lightweight Noise Correction via Per-Sample Trust and Gaussian Mixture Modeling MINT: Tensor Decomposition on Stacked Recurrence Matrices for Time Series Data Mining Understanding Fault Tolerance of Adversarially Robust Pruned Models TS2TabPFN: Time Series Classification and Extrinsic Regression through Feature Extraction and a Tabular Foundation Model A Comparative Study of Feature Selection Methods for EHR Diagnosis Codes in Opioid Use Disorder Prediction Unscented KalmanNet: a hybrid deep learning filter with calibrated posterior covariance for nonlinear state estimation From Non-Convex Self-Concordant Regularization to Scalable Quasi-Newton Training of PINNs Attention-Only White-Box Transformer via LeJEPA-Based Self-Supervised Pretraining Random features for Grassmannian kernel approximation with bounded rank-one projections Transferable Dual-Stream Representations for Mesoscale-Preserving Sea Surface Temperature Downscaling Physics-informed reduced-order modelling with equivariant spectral submanifolds Attention-based representations for multi-task computation Geometry-Informed Parameter-Efficient Fine-Tuning of Pre-trained Molecular GNNs for Blood-Brain Barrier Permeability Prediction Sample Complexity of Multicalibration for Multilevel Properties Adaptive Finite-Budget Training for CVaR Risk-Aware Q-Learning ArborEnum: Decision Tree Rashomon Sets over Continuous Features Efficient Online Lexicographic Generalized Low-Rank Matrix Bandits Real-time probabilistic tsunami forecasting via generative AI Cost-Aware Multi-Objective Bandits: Theory and Application to Budgeted LLM Configuration Evaluation ATLAS: Adaptive Topological Learning with Abstract Successors for Continual Learning Looking in the Mirror: Introspecting Side-Effect Misalignments Induced by Fine-Tuning Manipulation-Proof Oblivious Audits against Deceptive Model Providers EvtGraph: Event-Adaptive Compression for Sparse Temporal Graph Learning in Multimodal Time Series Towards Trustworthy Hypergraph Neural Networks under Label Noise NodeJEPA: Structure-Conditioned Latent Prediction for Node-Level Graph Self-Supervised Learning Non-asymptotic implicit bias of logistic regression at early-stage gradient descent dynamics NeuroPB: Scaling Neural Decoding with Pretrained Behavioral Representations When Proxy Prediction Becomes Equation Reconstruction: Diagnostics and Residual Learning for Factor-Derived Proxy Supervision Elbow-Based MoE Routing: A Training-Free Inference Time Plugin for Expert Selection Training-Free Hashing-Based Attention via Binary Principal Components MESH: Memory-Efficient Sinkhorn Optimization for Mixture-of-Experts Training Not Every Divergence Should Be Suppressed: Counterfactual Recoverability in On-Policy Distillation SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation Generative Optimization for Incentivized Advertising with Global Level Constraints Robustness Emerges Early in Training Dynamics, but Is Not Preserved Tropical Algebraic Geometry for Neuronal Representations: An Arakelov-Green Measure Based Descriptor for Graph Learning Beyond Linear Dynamics: Neural Bilinear Dynamical Models for Time Series Forecasting Local Violation Certification for Linear Predict-Then-Optimize Pipelines Discretization and Statistical Consistency of Functional Flow Matching Learning Compression Rules for Network Traffic A Model Merging Approach for Continual MLLM Unlearning Rethinking Reservoir Pruning: A Dynamical Perspective for Echo State Networks Why Ranking Anomaly Detection Algorithms Isn't as Reliable as You May Think An entropic explanation of insistence on sameness in autism Active Learning Guided Design Space Refinement for Scalable Multi-Objective Bayesian Optimization in Materials Discovery Differentiating Through Dual Prices: End-to-End Policy Learning Under Capacity Constraints Diverse and Plausible Algorithmic Recourse via Tractable Recourse Distributions The Sample Complexity of Distributionally Robust PAC Learning under Cressie--Read Divergences Personalized Federated Sparse Adaptation of Time-Series Foundation Models Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification Benchmarking Deep Learning Models for Dense Event Classification of Offshore Wind Infrastructure in Sentinel-1 Time Series A 6G Integrated Sensing and Communication Framework for Railway Intrusion Detection and Collision Prediction Attention, Anomalies! Handling Attention Layers in Unsupervised Federated Outlier Detection IMFACT: Counterfactual Explanations for Time Series via Intrinsic Mode Function Substitution Continual-Learning Physics-Informed Neural Networks for Parameterized Partial Differential Equations Agentic Reinforcement Learning with Observation-Calibrated Self-Distillation Above-ground Biomass Estimation with Geospatial Foundation Models MGSB: Manifold Gated Signature Branch Pressure-Domain Baseline Architecture for Two-Phase Pipeline Flows Under Distributional Shift Robust Control under Stationary Ambiguity Training Crossroads for Recurrent Vision Transformers: Recurrence, Neural ODEs, and Deep Supervision Variational Bounds for Perceptron Learning from Structured Data Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning Optimal Training-Time Scaling in Gradual Adaptation SVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications SpecRoll: Fast-Slow Verifier-Feedback Adaptation for Speculative Reinforcement Learning Rollouts EvolveNet: Collaborative Harness Evolution for Agent Self-Improvement Stochastic Emulation using Generalized Stratified Sampling for Performance-Based Risk Optimization of Structures Canonical Joint Energy-Based Model on CIFAR-10: failure modes and practical indistinguishability of Predictor-Corrector and SGLD samplers MultiPathFormer: Towards a Foundation Model for Multipath Wireless Propagation Optimizing What Policies Learn From: Recoverability-aware Rollout Intervention Learning Learning When to Stop: Prefix-Optimal Dynamic Diffusion Policies for Continuous Control Capability-Gated Planning: Cost-to-Goal Discovery and the Limits of Myopic Experiment Selection MALT: Lightweight Curvature-Aware Muon via Diagonal Preconditioning Multimodal Spatiotemporal Atmospheric Data Assimilation with Latent Video Flow-matching BnBERT-iPET: Sparse Few-Shot Language Modeling for Bengali via Lottery Ticket Pruning Reward Structure Shapes the Interaction Between Episodic Exploration and Neural Memory in Reinforcement Learning DASyR-LLM: Domain-Aware Symbolic Regression with LLMs for Kinetic Model Discovery SSTQ:Privacy-Preserving Vector Quantization via Subsampled Stochastic TurboQuant The Loss Does Not See the Basis, but Adam Does Leveraging Machine Learning to Gain Insights on Quantum Thermodynamic Entropy AI-driven Multimodal Representation Learning for Latent Mediation Structure Discovery of Socioeconomic Disadvantage, Psychosocial Factors, and Cardiometabolic Multimorbidity: Insights from the All of Us Research Program When More Becomes Less: Position-Dependent Repetition Effects in Language Models Monsoon Mayhem to Market Waves: Forecasting Fisheries Resilience in Sri Lanka A Multi-Cohort Validation of Censoring-Aware Conformal Lower Predictive Bounds for Pathology Survival Models NuclearDiffusion: Text-to-Image Foundation Models for Learning Nuclear Energy Concepts The Cost of Binarizing Survival Outcomes in Clinical Prognostic Modeling Beyond the QBER Threshold: A Temporal QBER Based Machine Learning Framework for Multi Attack Detection in BB84 QKD Statistical learning theory and Occam's razor: Regularization FM4WiFi: Flow Matching for Multi-AP Coordination in Dense Deployments of Beyond Wi-Fi 8 Networks When Modalities Fail to Tango: Conformal Backdoor Detection in Multimodal Contrastive Learning Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding Unifying quantum measurement constructions via a relative-entropy minimum change principle Learning Sexism Detection Using Multi-Agent Perspectivist Preference Optimization FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Detection in IoT Networks InvFlowFD: Reference-Free and Background-Set-Free Perceptual Music Quality Metric with Flow Matching Inversion Neighborhood-Aware Dual Biomedical Entity Linking Sublogarithmic Swap Regret in Multiplayer General-Sum Games via Hybrid Regularization BrainBench: Benchmarking Large Language Models for Comprehensive EEG Understanding Mind the Cap: Output-Budget Regimes Change the Measured Multilingual Reasoning Gap Adversarially Robust Abductive Fusion of Pre-trained Transformer-based Perception Models SiMDex: Mining Similar Egocentric Videos for Cross-Embodiment Dexterous Manipulation From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning Multimodal Alignment Through Joint Kernel Entropic Gromov--Wasserstein Optimal Transport Dynamical Lie Algebras Cannot Describe Shallow QAOA: Cragged Terrains, Barren Plateaus, and Empirical Hardness Models PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration The RAIL Principles for Neurosymbolic AI: Reasoning, Assurances, Interfacing and Learning Eliciting Intrinsic Hallucinations in LLMs via Semantically Equivalent Adversarial Attacks Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic) Right Reset: Chunking by Prefix Removal iStructTab: Structured Feature Sequencing for Multimodal Learning of Image and Tabular Data NeuMoSync: End-to-End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning Helping Music Co-Creation Agents 'Listen' Well: Hierarchical Self-Supervised World Models for Understanding and Generation Deltoris: Enabling Real-time VLA Inference in Embodied AI via Bit-level Sparsity and Speculative Inference The Price of Isolation: Estimating the Ecosystem Cost of Symmetric Two-Sided A/B Testing A Counterexample to Fourier Alignment in Single-Neuron Modular Addition Beyond Global Routing Aggregation: Phase-Aware Expert Merging for MoE Vision-Language Models Multi-Objective Ranking for Live-Streaming: Balancing Fresh and Delayed Signals with Segment-Aware Targeting DeepInvert: Semi-Supervised Embedding Inversion Against Obfuscated Language Models DIVE: Dynamic Iterative Visual Evidence Construction for Efficient Vision-Language Models ODRA: Synthesizing Cognitive Behavioral Therapy Sessions with Structured Chain-Of-Thought and Dynamic Patient Resistance EuroExec: Frontier Language Models Fall Short of Expert Judgment on European Executive Decision Tasks Relational Response Fields: A General Theory of Black-Box LLM Response Consistency and Recovery Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression On MUON optimization: From non-convergence to an error analysis with Polar Express and the Newton-Schulz polynomial from implementations Automatic Statistical Test for Rationally Expressible Algorithms by Selective Inference, with Applications to Feature Selection Kathleen Writes: Autoregressive Generation and Data Scaling Without Attention Suppression Sticks, Locality Is Fragile: A Closed-Loop Target-and-Control Audit of Task-Vector Negation in VLA Policies What We Observe as LLM Behavior Can Be a Side-effect of Inference Backend Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation Intrinsic-Hybrid Latent Diffusion Models for Generative Modeling on Unknown Manifolds Nonparametric Goodness-of-fit Testing under Covariate Shift The Neural Echo: A Signal Processing Perspective for Understanding Neural Networks A-SR: Self-Evolving Agentic LLMs for Symbolic Regression via Hierarchical Coordination When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs Visual Representation Matters: Exploiting Temporal Differences in Video-to-Audio Generation State2State: Environment-Derived Mid-Training for LLM Agents A geometry-based deep equilibrium model for image restoration under multiplicative Gamma noise WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models Protoreasoning in Tiny Transformers Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents Revealed Rationality: Label-Free Evaluation and Regularization from Representation Theorems Link prediction on multi-relational graphs from an influence propagation perspective Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load SparseDitto: Customizing GPU Kernels for Different Sparsity Patterns with LLM-Based Agentic System MarsCast: Transfer Learning of AI Weather Foundation Models to Planetary Atmospheres Provable Limits and Certified Deferral for Verbalized Uncertainty in Small Language Models Representational separation between unitary and channel quantum generative models via shared classical randomness at shallow depth Stable Density Ridges: Consistency and Convergence of Subspace Constrained Mean Shift Robust and Efficient Motion Reasoning for Privacy-Aware Classroom Incident Recognition Chained Recursive Language Models for Multi-Iteration Reasoning Predicting Brain Morphometry with MT-GNN: Mesh Evolution in Continuous Time with Graph-Based Metric Tensor Embeddings Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning OctoLong: Mid-Training On Cross-Repository Code Contexts Enhances Long-Context Modeling GFlowNet Training by Policy Gradients Unforgettable Generalization in Language Models Regularization can make diffusion models more efficient Towards Understanding Gradient Flow Dynamics of Homogeneous Neural Networks Beyond the Origin GenAI-Powered Inference Uncertainty-aware Predict-Then-Optimize Framework for Equitable Post-Disaster Power Restoration HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing Communication-Enhanced Tutoring for Efficient Decentralized Multi-Agent Reinforcement Learning CountTRuCoLa: Rule Learning for Interpretable Temporal Knowledge Graph Forecasting Learning Neural Networks by Neuron Pursuit Echo Flow Networks Prototype-based Self-Supervised Multimodal Learning for PPG and Accelerometry Signals Contrastive Diffusion Alignment: Learning Structured Latents for Controllable Generation Bi-Level Reinforcement Learning Pathway for Sim-to-Real Optimality Multicalibration Yields Better Matchings Stabilizing Multi-Attack Adversarial Training via Bandit Optimization DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models Interpreting GFlowNets for Drug Discovery: What probes can and cannot show A Mechanistic Analysis of Transformers for Dynamical Systems HERO: Hierarchical Evidential Reasoning Optimization for Radiology Report Generation via Reason-then-Summarize RingSQL: Schema-Independent Synthetic Data Generation for Text-to-SQL Reinforcement Learning Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Versatile Image Generation Distributional Active Inference Efficient Training of Boltzmann Generators Using Off-Policy Log-Dispersion Regularization Data-Aware and Scalable Sensitivity Analysis for Decision Tree Ensembles RooflineBench: A Benchmarking Framework for On-Device LLMs via Roofline Analysis RiboSphere: Learning Unified and Efficient Representations of RNA Structures The Luna Bound Propagator for Formal Analysis of Neural Networks MOON3.0: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding Koopman-Based Nonlinear Identification and Model Predictive Control of a Turbofan Engine Just Repair: A Minimal Denoising Network for Time Series Anomaly Detection Stable GFlowNets with TV Monitoring and Probabilistic Guarantees Stable Attention Response for Reliable Precipitation Nowcasting When Bits Break Recourse: Counterfactual-Faithful Quantization Chebyshev Policies and the Mountain Car Problem: Reinforcement Learning for Low-Dimensional Control Tasks The Hamilton-Jacobi Theory of Deep Learning MemNovo: Look Back at the Spectrum for Balanced De Novo Peptide Sequencing from Mass Spectrometry GRIMIP: A General Framework for Instance-Specific Configuration of MIP Solvers Using LLMs NormGuard: Reward-Preserving Norm Constraints in Flow-Matching Reinforcement Learning AdaBoosting Text Prompts for Vision-Language Models A More Accurate Algorithm Comparison through A/B Testing using Offline Evaluation Methods Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks An interpretable Good--Turing restart criterion for k-means++ Forgetful Attention: An Auditable Support-Vector Memory for Selective Retention and Verified Deletion TerraZero: Procedural Driving Simulation for Zero-Demonstration Self-Play at Scale Optimizing the Preconditioner: A Black-box Online-to-Nonconvex Conversion with Static Regret Minimization Oracles Measuring the Dependency Gap: Diagnosing Inter-Column Fidelity in Tabular Generative Models Learning What Matters: Supervising Global Context Pruning with Causal Evidence Sets Wrong Design Intent Can Be Worse Than None: A Derangement-Control Diagnosis of Header Conditioning in CAD Program Completion Breaking the Periodicity Assumption: Robust Tensorial Multi-View Clustering via Graph-Spectral Low-Rank Learning SE(3)-MeanFlow: Few-Step Protein Backbone Generation on Lie Groups Maglev: Sliding Recurrent Memory Quantization Effects on Biomedical LLM Reliability Latent Reward Registers for Diffusion Preference Alignment E$^2$M: Double Bounded $\alpha$-Divergence Optimization for Tensor-based Discrete Density Estimation Curiosity-Diffuser: Curiosity Guide Diffusion Models for Reliability Review Text as a Leading Indicator of Displayed Reputation in Platform Rating Systems: Evidence from 34 U.S. Short-Term Rental Markets One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP Esoteric Language Models: A Family of Any-Order Diffusion LLMs MoCA: Multi-modal Cross-masked Autoencoder for Time Series in Digital Health Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings for CLEF JOKER 2025 Task 2 Emergence of Hierarchical Emotion Organization in Large Language Models The Yokai Learning Environment: Tracking Beliefs Over Space and Time Integrated Noise and Safety Management in UAM via A Unified Reinforcement Learning Framework Arnold: A multi-task, multi-embodiment muscle transformer policy Inferring Relative Consequences of Mechanical Ventilation from Observational Data Using Game-Based Comparisons RESample: A Robust Data Augmentation Framework via Exploratory Sampling for Robotic Manipulation Neural Diversity Regularizes Hallucinations in Language Models Reinforcement Learning and Consumption-Savings Behavior Model Inversion meets Cryptographic Fuzzy Extractors Group-Equivariant Diffusion Models for Lattice Field Theory Convergence and Stability Analysis of Self-Consuming Generative Models with Heterogeneous Human Curation Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens MODEST: Multi-Optics Depth-of-Field Stereo Dataset BIM-Native Tokenization for Constraint-Aware Room Layout Synthesis Galaxy Phase-Space and Field-Level Cosmology: The Strength of Semi-Analytic Models PSI3D: Plug-and-Play 3D Stochastic Inference with Slice-wise Latent Diffusion Prior Fundamentals of quantum Boltzmann machine learning with visible and hidden units Energy-Tweedie: Score meets Score, Energy meets Energy From Brute Force to Semantic Insight: Performance-Guided Data Transformation Design with LLMs Event Driven Clustering Algorithm Multi-Task GRPO: Reliable LLM Reasoning Across Tasks Non-Stationary Inventory Control with Lead Times Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity Can Post-Training Transform LLMs into Causal Reasoners? MemFly: On-the-Fly Memory Optimization via Information Bottleneck stratum: A System Infrastructure for Massive Agent-Centric ML Workloads Simultaneous estimation of multiple discrete unimodal distributions under stochastic order constraints Imitation Learning from Human Motion Alone Does Not Guarantee Biomechanically Plausible Gait Kinetics Seeking Physics in Diffusion Noise ReCodeAgent: A Multi-agent Workflow for Language-Agnostic Translation and Validation of Large-Scale Repositories SHIELD: A Segmented Hierarchical Memory Architecture for Energy-Efficient LLM Inference on Edge NPUs From Feelings to Metrics: Understanding and Formalizing How Users Vibe-Test LLMs Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models DeepImagine: Clinical Trial Outcome Prediction via Stepwise Local Counterfactual Imaginations Leakage-Audited Benchmarking Reveals Limited Evidence for Cross-Subject Auditory-Evoked EEG Vowel Perception Decoding A Comprehensive Evaluation of Code Language Models for Security Patch Detection Spectral Integrated Gradients for Coarse-to-Fine Feature Attribution Distributionally Robust Transfer Learning with Structurally Missing Covariates, with Application to Cross-National Cardiac Arrest Prediction Tree of Thoughts as a Classical Heuristic Search Problem: Formal Foundations and Design Patterns Trivium: Temporal Regret as a First-Class Objective for Causal-Memory Controllers GENEB: Why Genomic Models Are Hard to Compare Sequential Kernel-based Conditional Independence Testing via Adaptive Betting Best-of-$N$ TTS Evaluation is Confounded by ASR Family Alignment Leveraging Interpretable Tsetlin Machine for PDF Malware Detection Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results Theory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases Decision Making Needs Uncertainty Quantification [Lecture Notes] Mixing-Free and Signal-Optimal Learning of Gaussian Graphical Models from Glauber Dynamics Plausibility-Driven Prioritization of Candidate Biomedical Annotations Guarantees by Construction for Learned Finite Volume Schemes on Steady Supersonic Flow Cautious optimism for deep parameterized quantum circuits Subject-Level Heterogeneity in EEG Motor Imagery Decoding: A Large-Scale Benchmark and Portfolio-Based Reduction of the Search Space SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving Look Ahead Before You Distill: Future Trajectory Validation of Teacher Guidance for Agentic On-Policy Distillation STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding Instruction-Conditioned Exploration for Reinforcement Learning with Self-Distillation to an Unconditioned Policy When Correct Solutions Repeat: Rarity-Aware Credit Redistribution for GRPO Robust Low-Tubal-Rank Tensor Completion under Cross-Concentrated Sampling

Arxiv cs.AI

A Long-Run Persistence Theory for AI Systems under the Redundancy-Adjusted Artificial Age Score (AAS) The LLM Proposes, the Executive Disposes: A Self-Verifying Agent Instrument that Dissociates Commitment Drift from Binding Drift in Long-Horizon Agents Monte Carlo Tree Search for Table-to-Multimodal Report Generation FinProBench: Evaluating Financial AI Agents with Role-Grounded Rubrics Derived from Professional Deliverables FinPerMA: A Theory-Informed, Event-Grounded Personalized-Memory Benchmark for LLM Agents BrainBench: Benchmarking Large Language Models for Comprehensive EEG Understanding Adversarially Robust Abductive Fusion of Pre-trained Transformer-based Perception Models MatrAIx: Simulating the World with 8.3 Billion Persona Agents Interoceptive Attention as Dynamic Homeostatic Prioritization in a Foraging Agent The RAIL Principles for Neurosymbolic AI: Reasoning, Assurances, Interfacing and Learning SafeCommit: Certifying When Memory-Grounded Agents May Safely Act NeuMoSync: End-to-End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning Improving Auto-Design of Neural PDE Solvers with a Domain-Specific Language Architectural Implications of Agentic AI Workflows CARGO-VL: Counterfactual Arbitration with Risk-Constrained Group Optimization for Vision-Language Models Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Agreement Before Diversity: Verification-First Complementarity for Heterogeneous Language-Model Coordination A/B Agent: A Self-Evolving Agent for Strategy Iteration in Industrial A/B Testing AI Literacy for Legal Translation: Developing Digital Resilience Calibrating Artificial Guilt: Neurally Grounded Reward Shaping for Prosocial Multi-Agent Reinforcement Learning Traceable LLM-Generated Hazard Scenarios for Operational Safety Analysis of Aviation Systems Using ASRS Reports Diagnosing Tool-Selection Reasoning in LLM Agents with Canary Tools When Prompts Become Pixels: Prompt-Region Grounding for Multimodal Reasoning Chain-of-Thought Monitoring Can Be Unreliable in Implicit-Influence Settings EviGraph: Evidence-Guided Autonomous Research Agents Fewer Tokens, Smaller Cache: Reward-Coordinated Efficient Reasoning NSF-HRPT: Neural Semantic Field meets Hierarchical Risk Perception Tree for Safety-Critical Scenario Assessment Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation ContextWeave: A Real-World Workflow Benchmark When Shared Rollouts Fail in Defensive Driving Evaluation: A NAVSIM Score Basis Audit WorldCycle: Self-Verifiable Reinforcement Learning for Long-Horizon Video World Models Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load From Score Matrices to Football-Aware Match-State Simulation: An Auditable LLM Harness for Exact-Score Reranking Item Response Theory for AI Safety Hierarchical Graph Memory for LLM Agents with Path-level Localization and Rewrite ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment CoPlan: A Trustworthy Co-Intelligence Interface for Care Planning through Role-Based Contestable Argument Graphs OctoLong: Mid-Training On Cross-Repository Code Contexts Enhances Long-Context Modeling Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein Engineering Temporal Context Awareness: A Defense Framework Against Multi-turn Manipulation Attacks on Large Language Models Wiring Beats Blending: What Transfers Between Transformer Sizes -- and What Doesn't RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Towards a New Grammar of Reasoning for Artificial Legal Intelligence and the Mecelle as Its Semantic Protocol C$^2$MOE: Consistency and Complementarity-guided Mixture of Experts for Incomplete Multimodal Emotion Learning On Hamming-Lipschitz Type Stability of the Subdominant (Minmax) Ultrametric: Theory and Simple Proofs AI-driven Multimodal Representation Learning for Latent Mediation Structure Discovery of Socioeconomic Disadvantage, Psychosocial Factors, and Cardiometabolic Multimorbidity: Insights from the All of Us Research Program Governing Execution Risk in Agentic AI Systems: A Trajectory-Guided Framework for Red Teaming A Trust-region Framework for Moment Estimation Lindblad-Inspired Multi-Timescale Reservoir Computing with Separable Rotation and Dissipation NuclearDiffusion: Text-to-Image Foundation Models for Learning Nuclear Energy Concepts EDATracer: An Agentic Framework for Large-Scale EDA Artifact Analysis CheckOne: Lightweight Fault Detection and Mitigation for Vision Transformers Reconstructing Persistent Worlds from Narratives for Narrative-Grounded Interactive Experiences Robust and Personalized Federated Learning for Aircraft-Engine Prognostics under Benign and Adversarial Client Heterogeneity Beyond the QBER Threshold: A Temporal QBER Based Machine Learning Framework for Multi Attack Detection in BB84 QKD Recurrent Residual Quantization: A Progressive Multi-Precision Representation for LLMs AgentAntibody: An Adaptive Immune System for Defending LLM Agents against Prompt Injection Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Intent Understanding LaPrune: Controllable Differentiable Sparsity at Million Scale SJEPA: Learning Elegant Latent Dynamics with Hybrid Symbolic-Neural Predictors An Inline Control Architecture for Language Models in Intelligent Transportation Systems FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Detection in IoT Networks Spend Bits Where Queries Look: KV Cache Vector Quantization with Attention-Preserving Transforms Spatiotemporal Graph Transformer for Traffic Intelligence in Edge Computing Out-Of-The-Loop Multi-Fidelity Bayesian Optimization Interpretable Fuzzy Inference for UAV Target Tracking Using Bounding-Box Geometry Perception Before Reasoning: Dynamic Latent Reasoning for Video Understanding and Question Answering InvFlowFD: Reference-Free and Background-Set-Free Perceptual Music Quality Metric with Flow Matching Inversion LiNC: Lightweight Noise Correction via Per-Sample Trust and Gaussian Mixture Modeling AgentForge: An Immersive Role-Playing Platform for Learning Agentic Software Engineering TRNet: Topography-Guided Frequency Rectification and Structure-Aware Decoding for Multimodal Paddy Rice Segmentation Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Behavioral Skill Reconstruction: Reconstructing Hidden Functionality from LLM Agent Skills Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction A Unified Model for Cross-Domain Clone Detection via Model Merging Hallucinations on the Board: Tool-Augmented Evaluation of LLM Chess Commentary Strategic Evaluation of Planning Strategies for LLM Agents in Cyber-Physical Systems Compass: Continuously Aligning Social Media Feeds via In-Situ Reflections EA-Graph: Artifact-Anchored Verification Memory for Coding Agents under Upstream Drift MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic) Efficient Online Lexicographic Generalized Low-Rank Matrix Bandits ATLAS: Adaptive Topological Learning with Abstract Successors for Continual Learning COMPAS: Difficulty-Aware Joint Search for Optimizing Code Generation Equitable System-Prompt Selection via Constrained Mixed-Strategy GroupDRO iStructTab: Structured Feature Sequencing for Multimodal Learning of Image and Tabular Data HyPASE: Hyperbolic Geometry for Parameter-Efficient Speech Emotion Fine-Tuning Framework for Large Audio-Language Models Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework FinReportBench: Measuring and Improving Institution-Grade Financial Report Generation Towards Trustworthy Hypergraph Neural Networks under Label Noise Image Classification Using CNN-QNN Hybrid Model with Optimized Correlated Features NodeJEPA: Structure-Conditioned Latent Prediction for Node-Level Graph Self-Supervised Learning Approximate Multi-Objective Search Under Rulebooks Training-Free Hashing-Based Attention via Binary Principal Components MESH: Memory-Efficient Sinkhorn Optimization for Mixture-of-Experts Training Not Every Divergence Should Be Suppressed: Counterfactual Recoverability in On-Policy Distillation SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation Generative Optimization for Incentivized Advertising with Global Level Constraints MERaLiON-GR: Speech Gender Recognition Model for English and SEA Languages ExeCRE: Execution-Consistency Guided Reliability Estimation for Self-Correcting Code Generation D$^2$F-ReAG: Dynamic Decomposition and Filtering for Multi-Hop Reasoning-Augmented Generation When does training on downscaled images yield the same gradients? Q-CueGraph: Query-Conditioned Visual Evidence Graphs for Multimodal Reasoning TwinIR: Coordinated Invisible Dual-Point Attacks on Online HD Map Construction Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning Tropical Algebraic Geometry for Neuronal Representations: An Arakelov-Green Measure Based Descriptor for Graph Learning Beyond Linear Dynamics: Neural Bilinear Dynamical Models for Time Series Forecasting EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment AudioScape-TTA: A Structured Soundscape Benchmark for Fine-Grained Text-to-Audio Evaluation AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation GeoReward: Mitigating Contextual Variable Overestimation in Vision-Language Models for Cross-Market Preference Prediction GUARD: Grounding Uncertainty and Ablation-Based Risk Detection for Diffusion-Based VLAs CARVE: Cross-Slice Anisotropic Reallocation of Visual Evidence for Efficient 3D Medical Volume Understanding A Model Merging Approach for Continual MLLM Unlearning EuroExec: Frontier Language Models Fall Short of Expert Judgment on European Executive Decision Tasks Breadcrumbing Search Agents PhysMind: From Video to Executable Worlds for Training-Free Physical Reasoning Breaking the Curse of Multilinguality in Many-to-Many Speech-to-Text Translation via a Resource-Aware Mixture of Speech Encoders EASy: Towards Efficient LLM-Based Agentic System The First EgoCross Challenge at EgoVis 2026: Cross-Domain Egocentric Video Question Answering When Absence Is Evidence: Evaluating Completeness-Sensitive Negative Reasoning in Large Language Models Rethinking Reservoir Pruning: A Dynamical Perspective for Echo State Networks The Order Is the Guarantee: Verifier-Budgeted Code Deletion with Static-First Learned Proposals Masked diffusion enables coherent beat tracking DisMix: Order-Aware Mixup for Medical Imaging via Disentangling Ordinal and Non-Ordinal Features CSGen: A Multi-Domain Curvilinear Structure Generation Model via Hierarchical Multimodal Diffusion Easy to Complete, Hard to Choose: Investigating LLM Performance on the ProverbIT Benchmark Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports Personalized Federated Sparse Adaptation of Time-Series Foundation Models Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification A 6G Integrated Sensing and Communication Framework for Railway Intrusion Detection and Collision Prediction What We Observe as LLM Behavior Can Be a Side-effect of Inference Backend Toward Integrating Adaptive Experience Replay and Online Uncertainty Estimation in Safe Actor-Critic Optimal Control PURPOSE: Poisoning Conflict Resolution in RAG via Proxy-Fact-Grounded Updates InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Explicit Language Memory for Long-Horizon Planning in Vision-Language-Action Models FUSEP: A Multi-Center Benchmark for Diverse Tasks in Early Pregnancy Fetal Ultrasound Screening Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent IMFACT: Counterfactual Explanations for Time Series via Intrinsic Mode Function Substitution RepoProbe: Benchmarking Architecture-Aware Repository Comprehension with Checklists Agentic Reinforcement Learning with Observation-Calibrated Self-Distillation Scrouting: Cost-Aware Routing of Coding Agents by Scouting the Repository First Towards a satellite image manipulation and deepfake localization benchmark dataset A-SR: Self-Evolving Agentic LLMs for Symbolic Regression via Hierarchical Coordination When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning SVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications A General Sufficient Condition for Rewriting Horn-ALCHI Atomic Queries into GQL SciCode-Verified: How Benchmark Defects Underestimated the Scientific-Coding Ability of Language Models Protoreasoning in Tiny Transformers ORACLE: A Multi-Objective Reinforcement Learning-Based Analog Circuit Design Optimizer with Large Language Models-Guided Exploration OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents Revealed Rationality: Label-Free Evaluation and Regularization from Representation Theorems ArtAnno: Annotating Implicit Semantics in Artworks through LLM Agent-Driven Bidirectional Human-AI Augmentation Gradient Immunity: Null-Space Resistance to Malicious Fine-Tuning The Effect of Perceived Race and Gender on Police Language Use: Experimental Evidence from VR Simulations MarsCast: Transfer Learning of AI Weather Foundation Models to Planetary Atmospheres RepairFormer: Automated Repair of Structured Inputs Using Transformers Hardware Design and Security in the Era of Chiplets and LLMs Provable Limits and Certified Deferral for Verbalized Uncertainty in Small Language Models VQ-VAD: Vector-quantized Motion Representation Learning for Human-centric Video Anomaly Detection MultiPathFormer: Towards a Foundation Model for Multipath Wireless Propagation Capability-Gated Planning: Cost-to-Goal Discovery and the Limits of Myopic Experiment Selection Representational separation between unitary and channel quantum generative models via shared classical randomness at shallow depth Robust and Efficient Motion Reasoning for Privacy-Aware Classroom Incident Recognition Chained Recursive Language Models for Multi-Iteration Reasoning SSTQ:Privacy-Preserving Vector Quantization via Subsampled Stochastic TurboQuant OPD-V: Visual On-Policy Self-Distillation with Modality Balance Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains GRALS: GCN-Guided Redundancy-Aware Local Search for Minimum Vertex Cover The Yokai Learning Environment: Tracking Beliefs Over Space and Time Zero-shot reasoning for simulating scholarly peer-review Corrigibility Transformation: Constructing Goals That Accept Updates Calibrating Transformer Attention via Task-Space Sensitivity Feedback XGrammar-2: Dynamic and Efficient Structured Generation Engine for Agentic LLMs MemFly: On-the-Fly Memory Optimization via Information Bottleneck Text2GraphQuery-Bench: A Text to Graph Query Benchmark SimMOF: AI agent for Automated MOF Simulations AI Assistance Reduces Persistence and Hurts Independent Performance Assessing and Explaining the Persuadability of Large Language Models as Legal Decision Tools Contextual Agentic Memory is a Memo, Not True Memory Online Goal Recognition using Path Signature and Dynamic Time Warping CogniFold: Always-On Proactive Memory via Cognitive Folding Tree of Thoughts as a Classical Heuristic Search Problem: Formal Foundations and Design Patterns Trivium: Temporal Regret as a First-Class Objective for Causal-Memory Controllers Necessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims Theory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases Beyond Semantic Equivalence: Logical Graphs for LLM Uncertainty Quantification Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals Fragility of Value under Imperfect Alignment ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation MemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents HALT: Verification-Aware Stopping for Retrieval-Augmented Search Agents Instruction-Conditioned Exploration for Reinforcement Learning with Self-Distillation to an Unconditioned Policy Mamba with Hierarchical Memory: Solving Representation Bottleneck in Long Sequence Modeling Long-term Measurements: Towards a Longitudinal Understanding of Human-AI Interactions When Correct Solutions Repeat: Rarity-Aware Credit Redistribution for GRPO PhyAI: Real-Time Physical AI at the Edge, Scalable Rollouts in the Cloud When Outputs Disperse, Does Epistemic Revision Follow? A Black-Box Diagnostic for Machine Collectives On The Suitability of Differential Dataflow For Datalog Interpretation In Highly Dynamic Settings Large-Small Model Collaboration for Enhancing Edge-Deployed Small Models Curiosity-Diffuser: Curiosity Guide Diffusion Models for Reliability ZoomV: Temporal Zoom-in for Efficient Long Video Understanding Review Text as a Leading Indicator of Displayed Reputation in Platform Rating Systems: Evidence from 34 U.S. Short-Term Rental Markets Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings for CLEF JOKER 2025 Task 2 Emergence of Hierarchical Emotion Organization in Large Language Models Uncertainty-aware Predict-Then-Optimize Framework for Equitable Post-Disaster Power Restoration Arnold: A multi-task, multi-embodiment muscle transformer policy Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications Dynamic Jailbreaking Attack RESample: A Robust Data Augmentation Framework via Exploratory Sampling for Robotic Manipulation Bi-Level Reinforcement Learning Pathway for Sim-to-Real Optimality When Large Language Models Know the Table: A Framework for Assessing Data Contamination in Tabular Datasets Neural Diversity Regularizes Hallucinations in Language Models Reinforcement Learning and Consumption-Savings Behavior MediRec: Enhancing Chinese Medication Recommendation with Explainable Clinical Reasoning FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation Stabilizing Multi-Attack Adversarial Training via Bandit Optimization DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models Interpreting GFlowNets for Drug Discovery: What probes can and cannot show Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens MODEST: Multi-Optics Depth-of-Field Stereo Dataset Revisiting Generalization Across Difficulty Levels: It's Not So Easy Feedback Loops and Code Perturbations in LLM-based Software Engineering: A Case Study on a C-to-Rust Translation System HERO: Hierarchical Evidential Reasoning Optimization for Radiology Report Generation via Reason-then-Summarize Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Versatile Image Generation Multi-Task GRPO: Reliable LLM Reasoning Across Tasks A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents Can Post-Training Transform LLMs into Causal Reasoners? RooflineBench: A Benchmarking Framework for On-Device LLMs via Roofline Analysis AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers Formal Analysis and Supply Chain Security for Agentic AI Skills Place-it-R1: Unlocking Environment-aware Reasoning Potential of MLLM for Video Object Insertion Seeking Physics in Diffusion Noise Is Monitoring Enough? Strategic Agent Selection For Stealthy Attack in Multi-Agent Discussions The Luna Bound Propagator for Formal Analysis of Neural Networks SleepVLM: A Rule-Grounded Vision-Language Model for Auditable Sleep Staging Terminal Agents Suffice for Enterprise Automation MOON3.0: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding Generative Experiences for Digital Mental Health Interventions: Evidence from a Randomized Study Multi-Modal Learning meets Genetic Programming: Analyzing Alignment in Latent Space Optimization Topology-Aware Reasoning over Incomplete Knowledge Graph with Graph-Based Soft Prompting From Feelings to Metrics: Understanding and Formalizing How Users Vibe-Test LLMs Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models Just Repair: A Minimal Denoising Network for Time Series Anomaly Detection A Systematic Review and Taxonomy of Reinforcement Learning-Model Predictive Control Integration for Linear Systems DeepImagine: Clinical Trial Outcome Prediction via Stepwise Local Counterfactual Imaginations IConFace: Fine-Grained Identity Conditioning for Reference-Aware Face Restoration CIDR: A Large-Scale Industrial Source Code Dataset for Software Engineering Research Stable Attention Response for Reliable Precipitation Nowcasting When Bits Break Recourse: Counterfactual-Faithful Quantization Spectral Integrated Gradients for Coarse-to-Fine Feature Attribution Distributionally Robust Transfer Learning with Structurally Missing Covariates, with Application to Cross-National Cardiac Arrest Prediction VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wild The Hamilton-Jacobi Theory of Deep Learning An Enhanced Geometric-Spectral Feature Learning Framework for Airborne Multispectral Point Cloud Classification AudioDER: A Deduplication-Enhanced Reasoning Dataset for Post-Training Large Audio-Language Models Human-in-the-Loop Atlas-Based 3D Asset Segmentation for Interactive Content Workflows Delta-Diffusion: Modeling Longitudinal Brain Amyloid-PET Trajectories via Conditional Poisson Diffusion Bridge War in the Abstract: The Rise and Consequences of Militarized Language in Scientific Communication Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks Best-of-$N$ TTS Evaluation is Confounded by ASR Family Alignment Amplitude-Only FFN Intervention for Tool-Structured LLM Inference Method: Gated Evaluation Protocol, and Cross-Model Empirical Results TerraZero: Procedural Driving Simulation for Zero-Demonstration Self-Play at Scale Decision Making Needs Uncertainty Quantification [Lecture Notes] Measuring the Dependency Gap: Diagnosing Inter-Column Fidelity in Tabular Generative Models SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving CORF-GS: Real-Time Wireless Radiance Field Reconstruction via Coupled Optical-RF Gaussian Splatting SE(3)-MeanFlow: Few-Step Protein Backbone Generation on Lie Groups ORCA-bench: How Ready Are Language Model Agents for Oncall? DragonCrawl: A Generative, Intent-Based Framework for Scalable Mobile End-to-End Testing It's the Decoding Format, Not the Perturbation: Auditing Consistency-Based Selection for Vision-Language Test-Time Scaling PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation CompanionBench: A Theory-Anchored, Real-World-Grounded Benchmark for AI Emotional Companionship PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs GROVE: Growing and Reasoning over Temporally Stratified Memory from Streaming Video Experience A Blind Spot in Alignment: Quantifying Biosecurity Risks in Large Language Models Search, Inspect, Fetch: Exploiting Structure-Aware Boolean Retrieval for Deep-Research Agents GPTKB 2.0: Direct Construction of Disambiguated Knowledge Bases from Large Language Models

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Nature

Operational Tropical Cyclone Forecasting with AI Pumas are drivers’ guardian angels How a steady drip-drip can erode the hardest stone Levitating sensor for magnetic fields could detect ultrafaint brain activity Heat waves have killed millions. Here’s how scientists tally lives lost AI agents are checking the scientific literature — and spotting decades-old errors Scientists up in arms about cuts to UK physics and astronomy Thermally evaporated perovskite/silicon tandems via formamidinium eutectic Publisher Correction: Progressive plasticity during colorectal cancer metastasis Editorial Expression of Concern: Tumour exosome integrins determine organotropic metastasis Junk plastic turns into high-value commodity with chemistry trick An expanded codebook of human transcription factor DNA-binding specificity Ubiquitous Kelvin–Helmholtz instabilities driving plasma mixing on the Sun ZFP36L2 orchestrates stress-adaptive plasticity in regeneration and cancer In situ particle-to-fibre transformation of hydrogels for 3D printing Amygdala astrocyte primary cilium mechanisms contribute to stress behaviours A dependency map enhanced with next-generation 3D cancer models Upcycling of polyvinyl chloride into polyalphaolefin lubricants An entangling gate for dual-rail erasure qubits Encapsulation epitaxy of air-stable 2D superconductors for quantum circuits Stimulation modulates gene-linked cell assemblies in the human brain A compendium of next-generation patient-derived models for diverse cancers Antigen presentation by CD40+MHC-II+ astrocytes promotes CNS autoimmunity The Virtual Tissues foundation model resolves spatial proteomics across scales Virus reactivation in acute and long COVID-19 Uncovering the mechanism of female restitution in sugarcane hybrids Pseudogap in a Fermi–Hubbard quantum simulator Membranolytic peptide programs immunogenic cell death for cancer therapy A tumour-derived organoid biobank maps cancer gene dependencies DCAF11-dependent molecular glue degrader activated by glutathionylation A cholinergic hub in the nucleus accumbens gates opioid-reward learning Vacuum birefringence and the polarized X-ray emission from a radio magnetar An ancient mitochondrial program tunes translation to haem availability FNIP1 variants are associated with favourable metabolism in 1 million humans James Bond, not Bond James: why scientific publishing must respect name order Can empty space interact with light — and even change its properties? Maps of chromosomal regions crucial for cell division reveal high diversity Exclusive: the science papers that patents cite the most More muscle, less belly fat: mutations to a gene are linked to wide-ranging benefits First poo transplant to treat food allergy in people has ‘exciting’ results COVID can wake up a slew of dormant viruses inside you Switching off the FNIP1 gene protects against metabolic disease The recovered notes of Professor Alborough Neanderthal gene makes some modern humans taller and more muscular Why science must reinforce its social contract Author Correction: Casdatifan shows durable response linked to HIF-2α biology in kidney cancer Put health systems at the centre of European heatwave plans ‘Television’? The word will never catch on! Scientists don’t need more trust, they need public allies Lab leaders should follow football’s lead and have coaching qualifications How scientists can tackle the paradox of political polarization Engineered yeast that make cancer drugs could spare a rare flower Tiny patch of Amazon probably holds 40,000 insect species — many new to science Why the need for the WHO has never been greater What’s missing from the White House plan for the future of US science Europe can become a bioengineering powerhouse with these three changes Privacy risks from medical AI tools are not shared equally NSF rolls out ‘industry PhD’ programme — joining a global trend How I explore trauma through ‘cinematic neuroscience’ Could mending damaged DNA prolong life? The three-and-beyond-body problem: juggling kids, travel and careers in academia Gasdermin D-mediated delivery of caspase inhibitors to suppress pyroptosis Author Correction: Maturation and circuit integration of transplanted human cortical organoids Sickle-cell disease linked to prematurely aged stem cells in mice Venus’s rift valleys could be its secret to staying active Plans for nuclear-powered merchant ships must confront risks Cancer-fighting antibodies with a one-two punch take aim at tumours Science-backed tips on how to avoid distractions ‘A waste of time for all of us’: caught in the crossfire of the peer-review wars Controversial White House plan to overhaul US science funding faces Senate opposition The secret relationships that govern life on Earth Want to get more from AI? Treat every prompt like an experiment Author Correction: Cucurbituril-based anion-conducting membranes with supramolecular nanopores Briefing Chat: Orcas smashed a sunfish to bits — researchers aren’t sure why The physics of fizz: why some bubbles are louder than others

CNN

Some on-air claims about Dominion Voting Systems were false, Fox News acknowledges in statement after deal is announced Dominion still has pending lawsuits against election deniers such as Rudy Giuliani and Sidney Powell Here are the 20 specific Fox broadcasts and tweets Dominion says were defamatory Judge in Fox News-Dominion defamation trial: 'The parties have resolved their case' 'Difficult to say with a straight face': Tapper reacts to Fox News' statement on settlement Millions in the US could face massive consequences unless McCarthy can navigate out of a debt trap he set for Biden White homeowner accused of shooting a Black teen who rang his doorbell turns himself in to face criminal charges Newly released video shows scene of Jeremy Renner's snowplow accident Jake Gyllenhaal and Jamie Lee Curtis spent the Covid-19 lockdown together Toddler crawls through White House fence, prompts Secret Service response Jamie Foxx remains hospitalized nearly a week after 'medical complication' A 13-year-old dies after participating in a Benadryl TikTok 'challenge' See pizza delivery guy take out suspect fleeing police Netflix is winding down its DVD business after 25 years FTC chair Lina Khan warns AI could 'turbocharge' fraud and scams Eating too much of these foods is driving the rise in type 2 diabetes, study says ADHD medication abuse in schools is a 'wake-up call' Apple CEO was presented with an original Macintosh. See his reaction Democrats bash Justice Clarence Thomas but their plan to investigate ethics allegations is unclear Russia is 'going backwards' in equipment and deploying post WWII-era tanks, according to Western officials Two Russians claiming to be former Wagner commanders admit killing children and civilians in Ukraine 'My stomach is hurting from laughing': Hear panelist's reaction to DeSantis' threat to Disney GOP prepared to block vote to replace Feinstein on Senate Judiciary Oklahoma governor calls on officials to resign over recording of racist and threatening remarks McCarthy slams Biden in handling of US debt US warns Russia not to touch American nuclear technology at Ukrainian nuclear plant Repeated gunshots fired on live TV as ex-lawmaker shot by assassins FDA clears the way for additional bivalent boosters for certain vulnerable individuals Maine authorities detained a person of interest after 4 people were found dead in a home and 3 others shot while driving Southwest says flights resumed after delays caused by 'tech issues' Damar Hamlin cleared to resume football activities after January cardiac arrest Pilot makes history after landing on top of a 56-story hotel Top US Navy admiral defends non-binary sailor amid some Republican criticism Fulton County DA says fake Trump electors are incriminating one another and wants lawyer disqualified High speed trains are racing across the world. But not in America Podcast: One country musician is calling for other artists to oppose assault rifles Here's what you need to know if you haven't filed your return yet — and even if you have Undocumented immigrants are paying their taxes today, too Opinion: Why millionaires like us want to pay more in taxes 'World's longest' purpose-built cycling tunnel opens in Norway Artist rejects photo prize after AI-generated image wins award These ships disappeared in Lake Superior a century ago. Watch as they're found again Erotic images of seniors show sex and intimacy in new light China's economy is off to a solid start, rising 4.5% in Q1 2023 Even when wives make as much as husbands, they still do more at home McDonald's is upgrading its burgers Google-parent stock drops on fears it could lose search market share to AI-powered rivals Bidets save you money and reduce waste — we tested the best options out there 50+ products to make your life easier and our planet cleaner Mother's Day is around the corner. Here are 50+ thoughtful gifts she'll love A head-to-toe guide of how men should dress this spring, and where they should shop 42 of the most useful travel products you can buy on Amazon The 7 best high-yield savings accounts of April 2023 Taxes are due tomorrow. Here's how to file for an extension Composting is an easy way to reduce food waste. Here's how to do it We stopped using aluminum foil for cooking and you should too. Here's what to use instead The beloved Dyson Supersonic hair dryer is at its lowest price ever Everything you need to know about Way Day 2023, Wayfair's biggest sale of the year The 10 best Amazon deals to shop this week Mifepristone saved my life The 2024 presidential alternative many voters will want Why isn't the House Judiciary Committee looking into Thomas? Top secrets come spilling out How did Sudan go from casting off despotic rule to this? Michelle Yeoh set to return in new 'Star Trek' movie Recap: 'Succession' finds dark humor in the aftershocks 'Yellowjackets' leans hard into '90s music nostalgia, and we're here for it Jeremy Renner revisits 'the amazing group of people' who helped him recover from his accident Review: 'Barry' takes a whack at its farewell season

NPR News

Trump signs 2 immigration actions to curb 'birth tourism,' limit birthright citizenship Iran aims to ban U.S. and Israeli ships from Strait of Hormuz and charge others a toll Sticky or slippery? Snails can change their slime to meet the moment The park service says Trump's arch would obstruct historic sites. Could it be moved? European nations say World Cup boycott is still on, keeping FIFA's Infantino in limbo A new flu vaccine geared to older people is coming soon Greetings from a wildlife park in central Sri Lanka that's a haven for elephants Trump administration moves to deregulate Head Start, opening door for sweeping change This country is the latest to hit the elusive 95/95/95 HIV target El-Sayed wins Michigan's primary. And, Fauci faces contempt of Congress vote

The Atlantic

Trump Is Asking the Private Sector to Save Him Icarus in the Faculty Lounge One Surprising Thing About The Odyssey—Its Rating The New Parent Trap Running From a Fire Should Not Be This Routine How the U.S. Squandered Its Strategic Advantage Do Not Paint Granite! How Theory Took Over the World Fed Up With Romance What El-Sayed Does Next Matters Mike Johnson Would Prefer Not To A Biopic That Ends Right When It’s Getting Started An Unfortunate Surprise for BMW Owners Someone Is Mysteriously Snapping Up Used Books Around the World The Once-Shameless President Is Deeply Embarrassed Photos: Paws on Boards Was Herbert Hoover America’s Most Misunderstood President? ‘Disappear the Democrat’ Backfires in Montana Gen Z Is Testing the Limits of How Weird Parties Can Get Putin’s Human Safari Is the Dystopian Future of War Trump Should Need a Warrant to See Your Phone Liberals Are Now Fighting a Two-Front War Bidenomics Was More Successful Than People Think What Happened to al-Qaeda? Trump Tests the Definition of Insider Trading

Vox

Is the US running out of missiles? The flu shot finally gets an upgrade The FOMO of not seeing The Odyssey in 70 mm IMAX India’s internet war How video games can make young men feel less alone Hackers just broke into America’s tap water What an Abdul El-Sayed win means for Muslim voters Can a different kind of Democrat win the Midwest? Abdul El-Sayed’s win tees up the first true swing-state test for the Bernie left Inside the meat industry’s push to ban drones over factory farms

Al Jazeera

Israeli raid in West Bank’s Qalandiya injures 51 Palestinians New Mexico court orders Meta to pay $567m over harm to youths Brazil formally accuses 16 people over 2024 Voepass deadly plane crash Police in Argentina use tear gas to stop protesters Do you know who owns the media you watch? After the floods, hunger: Mozambique’s second disaster Iran war live: Trump says war can’t ‘go much longer’; Hormuz deal close Travel restrictions – from Israel and Europe – trap students in Gaza ‘No red line’: South Lebanon residents outraged as Israel resumes strikes Trump signs executive orders banning so-called ‘birth tourism’ Iran’s Ghalibaf accuses Trump of conducting show diplomacy ‘on loop’ How Abdul El-Sayed’s ‘extraordinary’ win stunned pro-Israel establishment Far-right fitness clubs mask extremist recruitment, experts warn Trump signs new executive orders seeking to limit US birthright citizenship Toronto police arrest two in US Consulate shooting investigation US diplomat Rubio targets Cuban military officials, companies in sanctions Fire engulfs earthquake housing site in Turkiye WHO chief: Ebola outbreak in DRC spreading at ‘unprecedented rate’ How fragile is Lebanon’s uneasy peace? US Senator McConnell says he’s been discharged from rehabilitation centre Israeli settler charged over Palestinian activist’s killing Deadly explosion on minibus near Damascus US ends cap on local TV station owners amid concerns of media consolidation Vinicius Jr extends Real Madrid deal to 2032, ending transfer speculation Israeli attacks wound eight in Lebanon despite Rome talks

Ars Technica

Organ donation group accused of trying to take living man's organs faces shutdown Explosive drone found hovering near Ukrainian cargo aircraft at German airport X wants to keep suing advertisers, asks 5th Circuit to overrule district judge Suno hopes to go legit with watermarks for AI-generated music Anthropic will design its own hardware to power Claude Large genome models used to design new viruses Blue Origin narrowing in on root cause of catastrophic rocket accident Parasitic zombie-ant fungus thrives in mosses, too Trump FCC kills TV ownership cap, claiming authority over limit set by Congress Moderna's mRNA flu shot earns FDA approval after rollercoaster review Cloudflare open-sources vibe-coding platform for people who aren't coders Ford picks "Fathom" for its affordable truck name, starts at $28,350 AI isn’t enough to protect social media communities from AI Thousands of servers can be backdoored by exploiting buggy motherboard controllers Schwartz confirmed as CDC director after bungling confirmation hearing Anthropic’s AI used fake identities, malware in rogue attack on GitHub project Reddit signals ominous upcoming "changes” for old.reddit.com Hank Green found the AI problem that YouTube labels can’t catch SpaceX claims Starlink Mobile will be better than AT&T, T-Mobile, and Verizon This Atlantic hurricane season is looking like a dud, but there will be a price to pay

Slashdot

Court Orders Meta To Establish $567 Million Fund To Abate Harms To Youth Google's $15 Billion India Data Center Project Battles Water, Wildlife Concerns 'Tower Dump' Warrants Ruled Unconstitutional Azure CTO Pastes Doom Into Paint One Frame At a Time OpenAI's Models Shared Hacking Tips On a Secret Messaging Board Before Hugging Face Breach The US Government's Mario, Pokemon and Naruto Meme Posting Could Damage These Franchises, Japanese Officials Warn FCC Kills TV Ownership Cap, Claiming Authority Over Limit Set By Congress Times Magazine Now Serves Ads That Only AI Chatbots Can See Meta AI Hacked External Systems During Cybersecurity Testing Broadcaster Wins Broad US Blocking Injunction Covering Pirate Sites That Don't Exist Yet FDA Approves First mRNA Flu Shot BMW Blasts Its Cars' Internal Screens With Aggressive Ads New Images of the Sun Show Its Surface In the Finest Detail Yet Waymo CEO Explains Why Camera-Only Self-Driving Falls Short Anthropic's AI Used Fake Identities, Malware In Rogue Attack On GitHub Project

Smithsonian Magazine

Why Does Antarctica's Blood Falls Spew Ruby Red Water? Microbes Offer New Clues About the Geologic Feature's Ancient Origins This Marine-Life Mosaic Discovered Near the Colosseum Offers a Surprising Clue—Its Building May Have Housed Firefighters in Ancient Rome Big Waves Meet Biodiversity: Why Surfing Paradises Could Offer a Key Opportunity for Marine Conservation Charles Darwin Theorized That These Plants Were Carnivorous 150 Years Ago. A New Study Proves Him Right Notorious Feral Cat That Feasted on Rare New Zealand Ducks Captured After Three-Year Hunt Metal Detectorists Thought They'd Hit the Jackpot When They Discovered a Gold Bracelet Dating to the Bronze Age. Then They Dug Up Two More Fires and Financial Trouble Leave the Fate of Two Arts Institutions Uncertain in This Scottish City—Including a Century-Old Masterpiece Sperm Whales Seem to Change Their Calls When Ships Are Near, Highlighting the Implications of Underwater Noise Pollution This World War II Submarine Noted for Sinking Enemy Ships Just Journeyed Across Lake Michigan for a Multimillion-Dollar Makeover This High Schooler Invented a Plant-Based Plastic That Removes Microplastics From the Environment as It Biodegrades

InfoQ

From Projects to Products: Turning Platforms into Products People Use Presentation: From ms to µs: OSS Valkey Architecture Patterns for Modern AI Wiz Discloses CosmosEscape, and Practitioners Debate What Customers Could Have Done Article: Runtime-Agnostic AI Workflows: A Pattern for Production Durability and Fast Eval Iteration Pods as Workers, Not Agents: Rethinking the Deployment Unit for AI Agents on Kubernetes Vercel Labs Ships Zero: A Graph-First Language Built So Agents Write the Code JioHotstar Explains the Distributed Engineering Behind Personalized Ad Requests at Streaming Scale Presentation: Automatically Retrofitting JIT Compilers Ponytail Agent Skill Corrects Its Own Benchmark After Contributor Challenge SkiaSharp 4.0 Establishes Milestone-Aligned Release Cadence Presentation: The Five Stages of AI Maturity in Engineering Organizations - Where and Why Teams Get Stuck Platform Engineering Maturity Emerges as a Key Differentiator for Enterprise AI Success Presentation: Microservices Platforms: When Team Topologies Meets Microservices Patterns eslint-rspack-plugin 5.0.0 Ships as a Pure ESM Package, Aligning with the Rstack Ecosystem Swarm of OpenAI Agents Exploit Artifactory Zero-Day to Escape Sandbox and Breach Hugging Face

Dynomight

Indirect lessons from human alignment So you want to use plants to reduce indoor CO₂ Does every question mark deserve a Betteridge? Does creatine make you smarter? Pseudpocalypse Life with hazard ratios Blink if you’re human The worthlessness of vitamin D is mildly exaggerated Is “colorectal cancer” rising in “young people”? What’s with all the slide decks? You’re probably taking the wrong painkiller I quit drinking for a year LLMs predict my coffee The modern formatting addiction in writing Maybe there’s a pattern here? Heritability of human life span is about 50% when heritability is redefined to be something different Why read novels? Good if make prior after data instead of before Why the chicken crossed the road, according to various entities Underrated reasons to be thankful V Make product worse, get money Dating: A mysterious constellation of facts Pointing machines, population pyramids, post office scandal, type species, and horse urine Will the explainer post go extinct? Y’all are over-complicating these AI-risk arguments Shoes, Algernon, Pangea, and Sea Peoples Dear PendingKetchup You can try to like stuff I guess I was wrong about AI persuasion Futarchy’s fundamental flaw — the market — the blog post

Marginal Revolution

Solve for the (Refine) equilibrium Thursday assorted links The Binmen of Birmingham Will U.S. cities face a knock-on fiscal crisis from the feds? Who Pays for Unions? Wednesday assorted links Dominant Assurance Contract aka Refund Bonus Explainer Is this why China finds it so hard to inflate producer prices? Victor Niederhoffer, RIP The Value of Behavioral Policies Estimating the Economic Value of Zoning Reform Tuesday assorted links The economics of H-1B immigration Emergent Ventures winners, 57th cohort How does the market regard stablecoins?

Not Boring

Weekly Dose of Optimism #204 AI is Oil, Not God Weekly Dose of Optimism #203 Weekly Dose of Optimism #202 Senra Systems: Harnessing Human Skill Weekly Dose of Optimism #201 Weekly Dose of Optimism #200 America's Next 250 Weekly Dose of Optimism #199 Weekly Dose of Optimism #198 Weekly Dose of Optimism #197 Return on Tokens (ROT) Expanding the Radius of Daily Life Weekly Dose of Optimism #196 America Spins on Westmag Weekly Dose of Optimism #195 Thank God For Data Centers Weekly Dose of Optimism #194 Cowboy Space Corporation Weekly Dose of Optimism #193

Coding Horror

Every Choice Changes Everything: The Show Thank You For Being a Friend Launching The Rural Guaranteed Minimum Income Initiative The Road Not Taken is Guaranteed Minimum Income Let's Talk About The American Dream Stay Gold, America The Great Filter Comes For Us All I Fight For The Users The 2030 Self-Driving Car Bet Updating The Single Most Influential Book of the BASIC Era Building a PC, Part IX: Downsizing The Rise of the Electric Scooter Electric Geek Transportation Systems An Exercise Program for the Fat Web The Cloud Is Just Someone Else’s Computer

NASA Breaking News

Educators & Teens Get Hands-On With TEMPO Data to Help Investigate Local Air Quality NASA’s SkyFall Helicopters at Work (Artist’s Concept) Antenna Testing for NASA’s SkyFall Mission I Am Artemis: Tom Percy Taking Flight to Prepare for Space JOB OPPORTUNITIES: NASA OFFICE OF THE GENERAL COUNSEL APOD: 2026 August 6 – New Sharpest Image of the Sun Uncovers Instability How the Tide Turns at the Mouth of the Elbe NASA’s IXPE May Have Proven 90-Year-Old Theory Artemis III Orion Crew and Service Models Joined

Quanta Magazine

How Does Touch Lead To Pain Or Pleasure? Corals Spin Tiny Vortices to Get Oxygen, but Not if It’s Too Hot Why the Legendary Erdős Problems Are Falling to AI Is AI Reasoning Right for the Wrong Reasons? Physicists Solve a Big Quantum Mystery. Now, Old Results Don’t Add Up.

Science Daily

A drug already used for osteoporosis blocked spinal damage in a new study Major study challenges long-held fears about acetaminophen and ibuprofen use in babies A star’s violent death exposed a hidden supermassive black hole Forget the sperm race: Fertilization may depend on teamwork The AMOC stayed strong even as a major ocean “lifeline” nearly shut down Dirty air may trigger painful rheumatoid arthritis flares THC medication made PTSD nightmares disappear for more than a third of patients A colossal magma system has been hiding beneath Tuscany 567-million-year-old fossils rewrite the dawn of animal life Cell-inspired nanoreactor turns sunlight into hydrogen peroxide World’s most-used weedkiller disrupts honeybee brains Claude Fable 5 AI finds a tiny formula that topples an 87-year-old math conjecture Europe’s wildfires became so intense they created their own storm A solar eclipse and the Perseid meteor shower arrive on the same day Sitting up straight may improve your mood and decision-making Scientists discover the brain cells that keep you motivated 80-million-year-old snake brain reveals a surprising evolutionary secret Nearly half of dementia cases may be linked to risks you can change This hydrogen turbine turns controlled explosions into electricity Cancer-fighting chewing gum cuts HPV levels by up to 93% Stanford scientists discover immune cells that explode like microscopic bombs Scientists catch a “jumping gene” mid-leap between species 518-million-year-old creature reveals the origins of spider fangs Strange quantum experiment shows “negative time” is more than an illusion Your brain may be wired to regain lost weight DNA on the Shroud of Turin reveals centuries of hidden history Did T. rex leave these 66-million-year-old bite marks? Two new compounds could reveal hidden drivers of Alzheimer’s disease Scientists may have found aging’s hidden trigger for brain disease Scientists went looking for giant trees in Taiwan and found a lost world These bizarre new beetles look so stretchy scientists named them Luffy These underwater bones could solve a mystery about extinct giants A common sugar may help cancer cells break free and spread Ancient Arctic carbon is pouring into the sea, but the seabed captures most of it Scientists reveal the hidden force driving the universe’s hottest fluid Moonquakes could reveal hidden water beneath the lunar surface A simple supplement could help the immune system fight cancer and viruses Scientists just 3D printed one of the hardest metals on Earth This school-bus-sized “terror croc” ate dinosaurs. Now it’s back Scientists detect a sharp acceleration in global warming AI reveals a massive algae boom across the world’s oceans This once-a-week workout may help cut belly fat, study shows Some coastal cities are sinking faster than the ocean is rising Dark matter’s secret force does the opposite of what scientists expected Scientists twist crystal layers and reshape matter from within Two deadly flowers could inspire powerful new medicines Giant waves are sweeping Mars’ atmosphere into space Without this protein, damaged muscle turns to fat and scar tissue Mathematicians prove perfectly fair elections are impossible Eating less protein could slow aging, major review finds Cancer may be breaking its own DNA to keep growing Superheated magma may power towering lava fountains Eating one avocado a day may lower heart disease risk Scientists may have found a way to prevent statin muscle pain Mysterious Milky Way object accelerates protons beyond one quadrillion electron volts NASA’s Curiosity rover finds a mysterious honeycomb landscape on Mars Scientists found two mysterious ‘ghost’ ancestors hiding in our DNA Experts say blood pressure guidelines are missing half the equation World-first photonic time crystal opens a new era of light control Black holes may spit out nearly as much matter as they swallow

Spaceflight Now

Blue Origin identifies engine issue behind New Glenn explosion NASA, Northrop Grumman repurpose Gateway elements for Moon Base demo missions SpaceX launches 3 AST SpaceMobile BlueBird satellites on Falcon 9 rocket from Cape Canaveral SpaceX launches 24 Starlink satellites on Falcon 9 rocket from Vandenberg SFB SpaceX launches 24 Starlink satellites on Falcon 9 rocket from Vandenberg SFB SpaceX launches classified payload for National Reconnaissance Office SpaceX Falcon 9 launches Starlink satellites from West Coast Super Heavy-Starship rocket chalks up mostly successful test flight Critical NASA Deep Space ground station in Spain evacuated due to wildfires Launch preview: SpaceX ready for 2nd attempt to launch Starship Flight 13 following post-abort engine work

Space Daily

The programme to return Perseverance’s rock samples from Mars was cancelled by the US Congress in January 2026 — the rover has spent five years drilling and caching the most carefully selected geological samples in history, and right now there is no approved mission to bring them home The nearest star system sits 4.2 light-years away—a distance today’s spacecraft would need tens of thousands of years to cross, yet a proposed laser-driven sail carrying a gram-scale probe could make the journey in just over 20. A giant planet was hiding in plain sight in one of astronomy’s most-studied star systems Earth’s core holds enough gold to cover every continent in a layer 50 centimetres deep, but until volcanic rocks from Hawaii were analysed in 2025, geologists assumed it was sealed away forever — the core turns out to be leaking A Y-chromosome analysis of a 4,000-year-old Siberian warrior buried beneath more than 100 bone armor plates has traced his lineage to peoples still living across the Russian Far East today The asteroid belt looks dense in every diagram ever printed in a textbook, but every spacecraft sent through it since 1972 has crossed without hitting a single asteroid — because the real belt is 99.9% empty space, spread across a region larger than Earth’s entire orbit The Moon does not cross the sky at a steady speed, and the Antikythera mechanism accounted for it with two slightly offset gears joined by a pin running in a slot. It is the oldest surviving geared device known to produce a quasi-sinusoidal variation, centuries before the first surviving sine tables The Sun’s corona — the faint halo visible only during a total solar eclipse — routinely reaches temperatures of 1 to 2 million degrees Celsius, while the visible surface just below it sits at around 5,500 degrees, a paradox that has puzzled astrophysicists since 1939 A 70-kilogram person would weigh the equivalent of about 26.5 kilograms on Mars and could reach 2.65 times their Earth jump height In April 2029, asteroid Apophis will pass just 32,000 kilometres above Earth—inside the orbit of geostationary satellites—and NASA’s OSIRIS-APEX spacecraft will follow close behind to see what Earth’s gravity did to it

Space News

How should Europe’s militaries respond to space threats Lessons for the future of NASA Mars exploration from a 1970s mission Redwire to fly dedicated Starfall mission for microgravity research Three companies building the tech to grow crops on the moon Rocket Lab launches 8th iQPS satellite Chinese launch startup Orienspace targets IPO, secures funding for reusable Gravity-2 rocket NASA and Roscosmos continue seat barter agreement New Glenn explosion linked to rocket engine valve Capella, Iceye and Umbra win NRO radar-data contracts Finding room in Starlink’s shadow Satellite manufacturing thrives in California despite cost and regulatory pressures Think tank warns Europe’s orbital compute gap is widening Neuraspace raises $18 million to expand sovereign space awareness Voyager seeks relaxed requirements in NASA commercial space station RFP SpaceX to begin Starship orbital flights Rocket Lab, STR win Space Force contracts for airborne-target tracking Telesat lands $1.63 billion Canadian defense contract NOAA purchases Spire hyperspectral microwave sounder data Rubicon ASCENT thruster moves from hot-fire testing to production Military demand shapes market for satellite propulsion Future of Crew Dragon weighs on commercial spaceflight industry SpaceX’s new Starfall program offers validation and competition for reentry startups Rocketdyne reemerges as standalone space company Kreios Space to fly VLEO demonstration in NanoAvionics bus

Martin Fowler

Fragments: August 4 The Conductor Developer The Economic Benefit of Refactoring The Orchestrator's Tax Why I’m Writing Rachel’s Ramblings Fragments: July 21 The Archaeologist’s Copilot DSLs Enable Reliable Use of LLMs Fragments: July 13 Experiences with local models for coding Viability of local models for coding Fragments: July 6 Building Reliable Agentic AI Systems Fragments: June 16 Fragments: June 2 Fragments: May 27 The test suite as a regression sensor The VibeSec Reckoning Bliki: Vibe Coding Three more static code analysis sensors Maintainability sensors for coding agents Fragments: May 14 Bliki: Interrogatory LLM What is Code Fragments: May 5 Bliki: Mythical Man Month Fragments: April 29 Structured-Prompt-Driven Development (SPDD) Alan Turing play in Cambridge MA Feedback Flywheel

Embedded Artistry

Adding a Makefile help Target On AI Writing Jevons Paradox Shouldn’t Comfort You Practicalities of Co-locating Tests with Source Code A Practice: Satisfied on Purpose Embedded Artistry’s Essential Engineering Library Flashing Yocto Images from MacOS Convenience Gone Wrong: A C++ auto Story Battling Perfectionism in Creation Pushing Git Submodule Commits Automatically Monorepo Tooling Update: Signed Commit Support in Git 2.52 The After-Hours Consulting Trap Configuring Git Remotes: Fetch Only One Branch and No Tags What I’ve Been Up To (20251205) Life After Burnout Automating Away the Fun Parts Creating Deterministic Zip Files with Git Commit Timestamps Papers in Systems: Schön on Dynamic Conservatism Reclaim Your Data: Freeing a Wi-Fi Sensor from the Cloud 2022-2023 Quarterly Discussion Panel Archives Exploring Serverless CI/CD for Embedded Devices How to cherry-pick Specific Files from a Commit 2023 in Review Managing Issues and Improving Products After Launch Resolving Git Commit History Divergence Due to Case-Sensitive Rename Operations Responses to the Commentariat on the -Werror Article Leveraging Your Toolchain to Improve Security Best Practices for Safeguarding Your Connected Devices Q&A: How Do You Stay on the Path and Make it to “Done”? Q&A: How Many Iterations Do You Recommend for Scaling From a Prototype to Mass Production?

Attack Magazine

Native Instrument’s SuperStarSaw Review reFX releases Rippler, a dual‑layer physical modelling synthesiser How To make your own kick drums in Diva 5 of the Best Software and Hardware Trackers Native Instruments and A. G. Cook launch Super*Saw synthesiser OrchiD: Who Knew Chords Could Be This Much Fun? FL Studio 2026 Adds Redesigned FLEX, Cloud Backup and Built-In Smart Assistance Ten of the Best: Drum Machines Over $500 PEEL STEMS 2 Is Here With Lower Latency For Real-Time Stem Separation Menura Audio Launches MDFX Delay And Reverb Hardware Effects For DJs

DJ TechTools

The 2026 Chroma Drive: Our New DJ USB Drive (with no cap to lose) AlphaTheta XDJ-AN: A $1,200 Standalone 2-Channel Replacing the XDJ-RR, Only Takes USB-C Drives The CDJ-1500X is AlphaTheta’s first budget-minded media player since the XDJ-1000MK2 Farewell, Juno Download Midi Fighter Utility 2.91 Is Out; Our Biggest Update in Years Engine DJ 5.0: on-board stems on the System 1, RGB waveforms for everyone Devious Pocket: a €249 open-source DVS that ditches the laptop InMusic just bought Native Instruments. So what now for Traktor?