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Trump says Kennedy Center could be ‘ripped down’ without his intervention - The Washington Post Canada could become the EU's first "associate member" - Axios US lawmakers pass bill giving Trump more power to sanction Russia and its enablers - The Guardian House passes bill to shield consumers from data center price hikes on energy - NBC News Iowa Republicans in battleground House races vote to halt Trump's ability to continue the Iran war - AP News Hegseth avoids impeachment vote with early House election recess - CNBC Dramatic recording could help answer why NBC4 helicopter crashed - Los Angeles Times ‘Pretend I’m on the ticket’: Trump hits campaign trail in bid to boost Republican hopes - The Guardian Family of Texas woman who died while pregnant sues Paxton, doctors over denied abortion - The Hill Former police chief recalls 2009 arrest of RC Horsch, the man linked to Philly house of horrors - 6abc Philadelphia Oil extends losses as Saudi Arabia reportedly offers ship-to-ship crude transfers after pipeline hit - CNBC Henry Zeffman: Andy Burnham and his chancellor have a battle on their hands as the Budget approaches - BBC Building damaged by strikes collapses in Gaza, killing 21 as perilous living conditions persist - AP News Yemen offensive elevates enigmatic Houthi commander's standing - Reuters Here’s what a Fed rate hike means for your mortgage, car loan and credit cards - The Washington Post OpenAI Discloses Six New Incidents of ‘Concerning’ A.I. Behavior - The New York Times 2 San Antonio billionaires make Forbes list of richest Americans - CultureMap San Antonio US firm Heeney Capital to operate Venezuela gold mine, Continental seeks to enter oil project - Reuters Snap tries to bring AR glasses to enterprise market, partnering with Nvidia, AWS and Salesforce - CNBC iOS 27.2 Adds Siri AI in New Languages - MacRumors The iPhone 18 Pro’s big camera update is all about the small gains - The Verge Google rolling out Android 17 QPR2 Beta 5 for Pixel - 9to5Google Robert Kraft says Ed Sheeran asked him to donate $2m to aid after Macklemore backlash - BBC ‘Dancing With the Stars’ Caps Off Season 35 Premiere With the Female Celebrities and an Elimination: See the Scores, Who Went Home - The Hollywood Reporter Box Office: ‘Resident Evil’ Reboot Targets Franchise-Best $45 Million Debut - Variety Paramount To Leave California Amid Antitrust Battle & Stalled Warner Bros Merger - Deadline Oregon football's player budget ranks among the nation's highest — so why are the Ducks already stumbling? - oregonlive.com Sources: Christian Pulisic Out, Cavan Sullivan In For USA's Upcoming Squad - FOX Sports ‘I’m back’: Ilia Topuria reveals he’s been cleared to return to action after brutal UFC White House loss; Justin Gaethje responds - MMA Fighting Ken Zampese: Browns "mucked it up" with Baker Mayfield - NBC Sports T. rex’s teeth reveal the dinosaur’s body temperature for the first time - CNN Massive Black Holes May Have Started as Little Red Dots - The New York Times Satellites show Earth lost more than 12 trillion tons of ice from Greenland, Antarctica in 47 years - NBC News NASA spacecraft discovers moon crater bigger than Roman Colosseum - cbsnews.com See the latest measles count for the Pennsylvania outbreak - The Washington Post Eat this much whole grain per day to improve your health, study suggests - USA Today Researchers swap in human brain cells for a mouse’s cortex - Ars Technica North Carolina teen who died from brain-eating amoeba was from Burlington - wfmynews2.comBBC News
'Grief can colour memory': Palace responds after Earl Spencer's claim in Diana book Interest rates hold expected but Bank of England facing tough choices New hope for breast cancer patients as life-extending drug now on NHS in England Ed Sheeran asked me to donate $2m in aid, Robert Kraft says after Macklemore backlash At least seven months of relentless rain needed to end drought, research shows Lena Dunham announces birth of first baby via surrogacy Snapchat open to putting time limits on teens, boss tells BBC Body found in search for missing three-year-old Noah Woods US interest rates raised for first time in three years UK prosecutors file for extradition of the Tate brothers from the US Two Britons among three killed in Swiss Alps light aircraft crash Photos show widespread damage at US sites from Iranian attacks 'My rent was higher than my student loan' - the booming cost of private halls Mum's Facebook kidney plea prompts 'mind-blowing' gift from total stranger Inside Singapore's 'Fort Knox' for city's $2bn dirty money auction Why caffeine makes some people buzz - and others barely notice The Papers: King's 'astonishing outburst' and 'heartbreak' after search for missing Noah Why Trump's hand-picked Fed chair defied him by raising interest rates No fire alarms or sprinklers at Pakistan neonatal unit where fire killed 14, report finds Village votes to leave UK over asylum housing plan in symbolic referendum Chelsea chairman and director sell stakes in club to majority owner Clearlake EU chief backs plan for Canada to become 'associate member' British soldier who died in Ukraine road accident named by MoD 'Putney pusher' suspect found dead at home Photos show charred wreckage from deadly crash of news helicopter in LA Microsoft says AI rival Anthropic could have 'disastrous impact' on humanity BBC News app Inside Ella Toone’s life on and off the pitch Carrick 'not bothered' by pressure - but should he be after this latest mess? Boehly and Walter sell Chelsea stakes to Clearlake League Two Fleetwood host Arsenal in EFL Cup - full fourth-round draw Painful endgame for Gray as stale Hibs slump Verstappen passes 100 amateur karters in 14 laps in exhibition raceFinancial Times (World)
Trump suggests EU-Canada associate member deal would be ‘hostile act’ Holtec pulls IPO over ‘perfect storm’ in AI sector, founder says Fed defies Trump with first rate rise since 2023 UK ministers look at overhauling disability assessments to cut welfare bill Cut ‘net zero’ from name of UK net zero department, MPs urge Breast cancer drug approved after UK pharma deal with Trump LVMH scion Alexandre Arnault appointed to Nike board US lawmakers pass Russia sanctions bill Federal Reserve decision as it happened: US central bank raises interest rates for first time since 2023, Donald Trump calls for borrowing costs to be 1% or less Walter and Boehly sell Chelsea FC stakes to Clearlake for £950mn FirstFT: Fed raises rates for first time since 2023 Healey prepares UK for ‘really challenging’ Budget Federal Reserve raises fed funds rate with likely more to come Trump oil ally Harold Hamm to invest in Venezuela Britain’s unsustainable pensions lock Turkish stocks slide in ‘fund run’ as investors withdraw $1bn Bach choir is a rare symbol of unity in a swing state UK inflation rose to 3.1% in August The EU should not increase resilience at the expense of trusted partners Wave of murders spreads fear in Johannesburg Salary stand-off delays abolition of NHS quango Chinese oil prices hit record highs after attacks on Saudi pipeline The British right’s patriotism problem AI bosses’ safety push sparks rift inside OpenAI and Anthropic FirstFT: US mega-donors overwhelmingly back Republicans, FT analysis showsFinancial Times (UK)
UK ministers look at overhauling disability assessments to cut welfare bill Cut ‘net zero’ from name of UK net zero department, MPs urge Breast cancer drug approved after UK pharma deal with Trump Healey prepares UK for ‘really challenging’ Budget Britain’s unsustainable pensions lock UK inflation rose to 3.1% in August Salary stand-off delays abolition of NHS quango The British right’s patriotism problem Burnham considers plan to give mayors greater oversight of water companies Scientists test new (and old) navigation systems to end GPS dependence Inflation and interest rates tracker: see how your country compares Scrapping triple lock on pensions need not wreak political damage PwC revenues fall for first time in two decades McLaren to compete against Lamborghini and Ferrari with its first SUV Road fuels push UK inflation higher in August Submit a question: What do British businesses need from the Budget? UK looks to ‘land drones’ to transform beleaguered Ajax fighting vehicles Healey looking at hitting betting shops, but not pubs, with gambling tax ‘Buy British’ military procurement is a poor way to defend the realm Nissan calls for UK tariffs on Chinese car imports for EU deal Heathrow expansion incompatible with climate goals, UK government advisers warn End of an era as Thatcher’s favourite council backs 94% tax rise UK bosses must ‘sit down’ with staff if they reject WFH requests UK ‘actively’ exploring joining Canada-led global defence bank Iran uses spyware disguised as MRI scan results to hack critics, say western officialsThe New York Times
OpenAI Discloses Six New Incidents of ‘Concerning' A.I. Behavior Judge Orders Data Sharing and Other Fixes to Solve Google’s Ad Tech Monopoly Mark Zuckerberg Takes Aim at Anthropic in Debate Over A.I. Slowdown Steve Bannon and Bernie Sanders Condemn Tech ‘Oligarchs’ and Demand A.I. Reforms Merriam-Webster Dictionary Is Wordsmaxxing With 1,400 New Definitions Cat Frazier, Whose Retro GIFs Celebrated a Weirder Internet, Dies at 35 How to Use AI to Plan a Trip: Better Prompts for Travel Recommendations Age Limits for Social Media Outlined by European Union Is There Anything Google’s Fruit Fly Brain Can’t Do? Senate Votes to Block Crypto Bill in Major Blow to the Industry Two Chinese Firms Used Binance to Launder Iranian Oil Money, US Says Gates Foundation Pledges $1 Billion to Combat A.I. Inequality Alex Bores Wants Democrats to Make AI Safety a 2028 Election Issue Nvidia’s Jensen Huang Gets Onstage Call From Trump, Who Dismissed A.I. Safety Concerns Amazon Suspends Flights With Airline Whose Plane Crashed in Miami Some in Silicon Valley Are Questioning the Calls for an A.I. Slowdown What Anthropic CEO Dario Amodei Argued in His Call for AI Slowdown 10-Year-Old Children Predict the Future Anthropic C.E.O. Dario Amodei Calls for A.I. Slowdown Inside the Discussions at AI Companies Over a Superintelligence Doomsday Why It’s Difficult for Tech Companies to Rein In A.I. The Mic Is On. So Is Live Auto-Tune. Elon Musk Has Pledged to Rid His Platform, X, of Child Sexual Abuse, but It Persists The Ezra Klein Show: The A.I. Revolt Is Here Could A.I. Really Kill All Humans? California’s Governor Signs Landmark Online Child Safety Bills Anthropic Says It Blocked Possible Efforts to Build Biological Weapons How the New iPhone Duo’s Glass Screen Bends Without Breaking Why is Apple’s New Foldable iPhone Duo $1,999?The Guardian
‘We are prey’: discovery of seven women’s bodies fuels anger over femicide in South Africa US to bar some South Africans over claims of anti-white discrimination Al-Qaida and IS-linked violence in Africa’s Sahel belt set to hit record levels this year Slave-trade wealth was embedded in Britain’s financial system, research finds ‘I believed the hype’: the white South Africans denied refugee status in the US Battle of Chile director Patricio Guzmán dies aged 85 People protecting nature and land set up self-defence units amid threat of murder Ferocious fight among Brazil’s supreme court erupts on eve of presidential election Carney says Canada will pursue ‘unique security and economic alliance’ with EU amid US trade spat Panama canal traffic facing further cuts as drought from El Niño worsens Fiji declares national HIV emergency as Pacific nation grapples with surge in cases Michelin-starred Seoul restaurant fined for serving dessert topped with ants Indonesian wildfires threaten leading orangutan research site in Borneo AI-linked stocks slide after tech bosses call for slowdown in ‘reckless’ development Indonesian police investigate deaths of Australian man and two children in Bali as suspected murder-suicide Australian politics live: Burke rubbishes claims of ‘mass migration’ and denies One Nation influenced Labor’s policy ‘The bloody cap has been scrapped’: Jacqui Lambie celebrates Labor backdown on veterans’ health services cap Teenage boys charged with murder after alleged mistaken identity shooting of Sydney student IMF urges Australian government to cut spending as another interest rate hike looms Health officials in turmoil over 11th-hour backflip on aged care algorithm override powers, emails reveal Trump calls EU offer to Canada of associate membership ‘laughable’, while threatening tariffs ‘Made in Europe’ law threatens UK plans for reset with EU Is EU’s offer to Canada a blueprint for Britain – or a reminder it is out in the cold? Former French culture minister goes on trial over corruption charges Sweden voted against more power for the far right – but are centrists listening? Key House Democrat refuses to clear Trump’s $2.8bn arms sale to Israel More Republicans are turning on Iran war as midterms come into view At least 21 killed after Israeli-hit building in Gaza City collapses US opts not to back Saudi Arabia in Yemen after meeting Houthi leaders Iranian security forces coordinated killing, torture and sexual abuse of protesters, says Amnesty Climate crisis likely behind devastating Nepal-Tibet floods that killed more than 1,300, first study finds Imran Khan’s sons accuse Pakistani army chief of vendetta against imprisoned father What would it take to make India’s cities better – and safer? CIA releases dozens of presidential daily briefs on Bin Laden and al-Qaida from before 9/11 ‘Our forefathers are coming back’: Naga people celebrate after Oxford museum agrees to return remains English far-right extremist who discussed killing Jews, Muslims and migrants is jailed Nato leader warns of ‘most dangerous and complex security environment in a generation’ Prisoners to ‘double up’ in one-person prefab cells, leaked documents show Planning permission for new Scottish AI datacentres suspended for up to a year Greens just four points behind Labour in urban areas, poll reveals Trump blasts interest rate uptick and claims ‘hostile’ Federal Reserve board made decision ‘only for political reasons’ – as it happened ‘Pretend I’m on the ticket’: Trump hits campaign trail in bid to boost Republican hopes Peter Max, psychedelic pop artist who epitomized flower power, dies aged 88 Texas kills man by lethal injection in state’s fifth execution this year LA homelessness non-profit workers arrested over alleged corruption and bribesHacker News
Keys Not Included: recovering the signing keys for US driver's license barcodes Monsanto's Cruel, and Dangerous, Monopolization on American Farming (2008) DeepSeek-v4.1 Flash: Pushing the Limits of KV Cache Compression Part-human part-mouse brain developed in science breakthrough Pangram – AI detector for text and images The Return of Sail Power: Cargo Ships Are Turning Back to the Wind OpenSpec – A lightweight and configurable AI spec framework Australia says it could follow Canada in forging deeper ties with EU HarnessTax: How Much Does the Harness Matter for Coding Agents? Breaking the 1.58-bit Barrier for Ternary LLMs Backups Aren't Simple Xiaomi Mimo 2.6 live post-training dashboard Why Does the Universe Expand? Training a 4B model to produce 81% faster query plans than Postgres Reverse-engineered Jev-like model Small programming tricks The DeepMind Institute Anatomy of a Texture Dream-RSI: Recursive Self-Improvement through Evolving Worlds Nvidia announces native GPU programming in RustArxiv astro-ph.HE
Bayesian Inferences on Analytical Equations of State Approximations of Neutron Stars On the dynamical accessibility of twin stars A pair of unequal jets imparted the kick velocity to the neutron star of Cassiopeia A Dynamic Accretion Disk-Corona Connection and Broad Fe K$\alpha$ Variability in Mrk 766 Revealed by Time-Resolved High Resolution X-Ray Spectroscopic Analysis Jet Feedback and the Self-Regulated Growth of Black Holes Embedded in AGN Disks Optical Spectroscopy of a Candidate O-Star X-ray Binary in M33 Formation of Merging Black Hole Binaries Inside Massive AGN Stars Neutron Star Merger Universality Relations for a Quark--Hadron Crossover Equation of State Determination of the Angular Distributions of Dynamical and Emission Parameters of GRB Relativistic Outflows Properties of the circumstellar matter around the pair-instability supernova candidate SN 2018ibb revealed by its light curve Right Energy, Wrong Profile: Why the 43 GeV Cluster Line Is Unlikely to Be Dark Matter Supernova nucleosynthesis: a review Radiation Pressure Instability-Driven Variability of Line-Driven Disk Winds in AGNs: Connection to Periodic Luminosity Variations and UFO Appearance Population synthesis of low-mass binaries with wind-accreting neutron stars Testing a Pre-Supernova Contribution to $^{44}$Ti in Cassiopeia A Impact of Equation of State on Black Hole Accretion Flows and Radiative Properties Investigating past high-energy fluxes with paleo-detectors A fast radio burst from a non-targeted low-frequency survey Caught by its own light: Wimpzillas, the LHAASO knee and the diffuse $\gamma$-ray sky Large ${\rm Pm}$ small-scale kinematic dynamo in protoneutron stars X-ray to Mid-IR Spectral Energy Distributions: A Catalog of X-ray Selected AGNs in the XMM-COSMOS Survey Spontaneous wandering of the magnetic axis in pulsars: 3D magneto-thermal simulations and the imprint on braking indices Constraints on the central engine of merger-driven long gamma-ray bursts A Dark-matter Origin of Little Red Dots: Early Seeding and Super-Bondi Accretion Multiple-Mediator-Affected Ultra-High-Energy Neutrino Attenuation: Hints for 5D ${U(1)}_{L_\mu - L_\tau}$ in IceCube Charging of rotating black holes: kinetic simulations of black hole magnetospheres Bridging Between Statistical Mechanics and Black Hole Evolution: Theoretical Formalism Impact of the Host Galaxy on the Search for Gravitational-Wave Microlensing by Compact Objects Strong magnetic field inside degenerate relativistic plasma and the impacts on the neutrino transport in Core-Collapse Supernovae Induced Scattering of Fast Radio Bursts in Magnetar Magnetospheres A Physics Informed Bayesian Neural Network for the Neutron Star Equation of State Temporal Invariance Is an Illusion: Time-Dependent Influences of the Galactic Magnetic Field on UHECR Observations Time-dependent cosmic-ray escape from wind bubbles: hard spectra formation Exploring the dynamics of the Coma galaxy cluster by mapping its X-ray emission line profiles with XRISM Evolution of the High-Energy Excess in Swift J1727.8-1613 during Its 2023 Flare State The Curious Case of Centaurus A: On the Subject of the Quenched satellites Temperature-resolved sensitivities of $^{56}{\rm Ni}$ production to helium-burning reactions in pair-instability supernovae Neutrino helicity oscillations in astrophysical environments: A many-body approach Traversing the Galactic Centre in space and time Parametrized beyond-Teukolsky framework in the time domain DANSur_HM: Modularly incorporating higher modes in a deep learning based gravitational-wave surrogateArxiv cs.LG
Causal neural set filtering for online multi-target tracking Managing Action Preconditions in Neuro-Symbolic RL: Three Placement Strategies for Embodied Agents OmniHarness: Harnessing Generalizable Visual Generation via Symbolic Policy Learning Driver Behavior Estimation at Signalized Intersections Using a Physics-Constrained Decision-Conditioned Autoregressive Transformer HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning POSPAN: Position-Constrained Span Masking for Language Model Pre-training Signed p-adic Residual Encodings of Finite-Domain All-Different Systems with a Sudoku Case Study You Don't Need To Train: Agentic Heuristic Learning Studio for Executable Human Activity Recognition A panoramic aerodynamic performance prediction method for turbomachinery cascades using transformer-enhanced neural operator A Dynamic Aggregation Strategy Enhanced Efficient Global Optimization Algorithm for Solving High-Dimensional Turbomachinery Design Problems Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors Schema-Adaptive Action-Conditioned JEPA for Cross-Machine CNC Transfer under Partial Sensor Overlap Pseudo-Label Augmentation for Affect Sensing in Small Collaborative Groups Distilling Foundation Models for Agentic What-If Reasoning:Cost, Latency, and Governance in a Hybrid LLM+SLM Architecture Evaluating Open-Weight E-Commerce Agents with Environment-Grounded Verification SWB-DM: A Calibrated Sliced-Wasserstein-Barycenter Aggregator with Delayed-Momentum Caching for Byzantine-Robust Federated Learning under Partial Participation A Decision-Support Audit Protocol for Supervision Drift in Proxy-Labeled Credit-Risk Prediction LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing LLM Inference in a Flash! Skeletal Prototypes on Iterative Nerve Expansions Z-Loss Backward Geometry in Dense Output Heads and Sparse Routers Anatomy of Associative Recall in Fixed-State Recurrences: A Matched-State Decomposition, an Interference Wall, and a Curriculum That Breaks It Decoy Direction Optimization: A Post-Hoc Defense Against LLM Abliteration How I learned to stop worrying and love StopGrads: Stationarity, Convergence, and a case study on Flow Map Learning Test-Time Unlearning via Sparse Autoencoder Efficient Reasoning Distillation: Small Video-Language Models via Synthetic CoT and Difficulty-Aware Fine-Tuning The record is part of the task: matched-record evaluation of text classifiers across maintenance, safety and recall reporting Scaling Laws for Physics-Aware ACOPF Surrogate Learning Differentially Private Semantic Plans for Aggregate Insight Generation Drift Field Net: Learning Ocean Lagrangian advection fields from in-situ and satellite observations Agentic Search Spaces for Tabular Machine Learning Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal Reconstruction Generative models for simulation based filtering: Formulations and Empirical Comparisons Channel-Informed Neural Network for Physical Layer Key Generation Multi-Label Proportion Learning for Sea-Ice Type Prediction Federated stochastic bilevel optimization with fully first-order gradients Autonomous Droplet Navigation via Model-Based Reinforcement Learning Certified Uncertainty Propagation in One-Shot Federated Bayesian Models via Posterior Event Transport Bounded Adjustment with Reliability-Guided Embedding for Imbalanced Learning with Noisy Labels Attention Mean Fields Predict Average Representation Dynamics and Reveal Context-Specific Computation How Good Are Time-Series Foundation Models for Pedestrian Crowd Count Forecasting? A Cross-Dataset Comparative Study Interpreting and Steering LLM Agents for Social Simulations Adaptive Bayesian Partner Selection for Federated Clinical Centers OPD-Aha: From Linguistic Momentum to Visual Reflection in Multimodal On-Policy Distillation Online Gradient Computation for Warping Gaussian Process Transformations Decoder Design Matters for ECG Delineation High-Performance Tensor Formulation of the Viterbi Algorithm for Hidden Semi-Markov Models FlowATC: Aircraft Trajectory Prediction via Flow Matching What Does Layer-Importance Reveal About Transformers and State-Space Models? On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models AsyncCouple-Flow: Asynchronous Cross-Modal Coupling and Flow Matching for Spatio-Temporal Forecasting Recovering Physical Parameters from Fragmented Observations via Exact Distributed Spline Merging A Weighted Kernel Method for Approximation that Adapts to Learned Multivariable Structure Divergence Timing and Cumulative Disagreement under KV-Cache Eviction Stable by Construction: Variational Latent Markov Operators for Long-Horizon PDE Prediction GrowMTP: Can RL Grow Its Own Draft Head? Right Direction, Wrong Step: Geometric Analysis of Finite-Step Failure in Looped Transformers Continuous-Time Machine Learning: A Unified Mathematical Perspective A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids TAME: Token Attribution and Masking for Emergent misalignment Noise2Noise Revisited: Training Pair Distributions Dominate Loss Choice in Self-Supervised Denoising SOTER: A Generative Time-Series Foundation Model for Wearable Human Physiological Signals Geometry of learning dynamics: Gradient descent versus natural gradient on the ridge of optimization ImpossibleRubrics: Stress-Testing Generated Rubrics as Reward Signals LCAP: Population-Informed Latent Chip Adaptation from Few Output Probes for Photonic Neural Networks Adapting to Decision-Relevant Non-Stationarity in Decentralized Heterogeneous Bandits Information Geometric Self-Organization at the Edge of Stability in High-Capacity Kernel Associative Memories Can Deep Learning Achieve Cross-Physics Mapping? HyCoSeq: Contextual Hyperbolic Representation Learning for Genomic Sequences Verbalizing Subliminal Learning Effects Using Text Optimization Repurposing Deep Limit Order Book Forecasting for Scenario-Conditioned Market Impact Modeling When Confidence Signals Disagree: Local and Global Confidence in Autoregressive Language Models Beyond Token-Local Imitation: Reward-Compatible Temporal Credit Assignment for On-Policy Distillation Structural Negative Transfer in Federated Graph Neural Networks: Diagnosis, Causal Investigation, and the Limits of Divergence-Aware Mitigation CLARE: Scalable Class-Incremental Continual Learning via a Sparsity-Based Framework Distributed JEPA: A Self-Supervised Framework for Energy Forecasting Learning Options for Compositional Motor Control with Adapter Banks Repurposing Unified Topological Signatures for Graph Representation Learning High-Fidelity Digital Twin Data Models by Randomized Dynamic Mode Decomposition and Deep Learning with Applications in Fluid Dynamics Neural Field Ensembles for Aerodynamic Surface Prediction: Winning Solution to the ONERA CRM Wall Distribution 2025 Challenge A unified framework for global and local interpretability using adaptive derivative-ordered random explanation IRENE: A Convolutional GRU Ensemble Model for Radar Precipitation Nowcasting over Italy LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers MyoFlow: Anchor-Tied Rectified Flow for HD-sEMG Gesture Recognition Across Sessions and Subjects Memorisation bias in medical AI Easy to Catch a Liar, Hard to Clear an Honest One: Language Models Diagnosing a Corrupted Reward Channel from a Verified Record Personalized Federated Learning through Global Knowledge Distillation and Local Head Adaptation Same Flow, Different Paths: Variance Reduction in Flow Matching Hybrid Variational Quantum Circuits for Multivariate Regression and High-Dimensional Data Reconstruction Large Language Models Develop Belief State Geometry In-Context OPEN-1B: A Fully Auditable Training Run Bridging the Confidence Gap: Temperature Scaling for Calibrating Test-Time Prompt Tuning Knowledge as Orbit: Finite Collections as Phases of an Exactly Periodic Latent Generator Learning-Guided Planning in Large Dynamic Action Spaces: Budgeted Tree Search for One-to-Many Mobile Charging Reduced-Space Multi-Fidelity Bayesian Optimization of Process Simulation Models Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain Reward Feedback FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation Nonsmooth Optimization via Orthogonalized Momentum Few-Shot Degradation Is Not What It Seems: Behavioral Evidence, Representation Analysis, and a Random-Text Control Across 12 Models, 2 Tasks, and 2 Architectures Single Document Extractive Summarization using Domination in Hypergraph Latent Undertow: How Ordinary Typos Break Probes Crash Narrative-Guided Countermeasure Recommendation Using Large Language Models: A Retrieval-Augmented Generation Framework for Intersection Safety Measuring AI harms with multidimensional Lorenz Zonoids EMODY Flow: Emotion-Aware Audio-Driven Full-Body Motion Generation ViCo: Visual-oriented Coding with Self-Reflection for Chart Replication Are We Grading Properly? Understanding Failure Modes in Medical Benchmarks 3D Field Data Reduction with Adaptive Sample-Based Gaussian-Encoded Reconstruction Molecular representation shapes the balance between target fidelity and exploration in flow based polymer generation A deep dictionary network-based foundation model for ultra-low-dose CT denoising Towards Scalable RLVR: Multimodal Instruction Following Data Synthesis and Distillation Digital Persuasion: Understanding the Impact of Online Influencers on Public Opinion Predicting Social Media Engagement using Machine Learning Is INT8 Portable? A Cross-Platform Measurement Study of Quantized Inference on Embedded and Automotive Accelerators Safe Error Correction for Language Models: Frozen-Base Adjustment with Capability Preservation Computer-assisted global regularity across nonlinear families of three-dimensional periodic Navier-Stokes flows GPEvac: GNN-Based PPO for Adaptive Evacuation Routing During Shooting Events Permutation-Based Stegomalware in Large Language Models: Threats and Countermeasures A Sentinel-2 benchmark dataset for deep-learning active-fire segmentation across 25 California wildfires Improving Reduced-Order Rotating Detonation Engine Models with Data Assimilation and Machine Learning Copula Adapted Directed Acyclic Graph for Cluster Representation of Biomedical Data The AI-Enabled Scientific Frontier Compute-Optimal Pretrain--Fine-tune in Ridge Gradient Descent Towards Surrogate Based Dequantization of Quantum Reinforcement Learning Semantic-Aware Neural Video Codec for Error-Resilient Low-Latency Transmission Symmetric solution of the Bellman optimality equation for repeated harmony game Nationally Consistent, Locally Incomplete: A Bayesian Remote-Sensing Audit of Rooftop Photovoltaic Registries BLINDSPOT: A Benchmark for Safety and Refusal Calibration in Long-Horizon Tool-Using Agents Sequence Recognition in Bharatnatyam dance FairLint-DL: An IDE-Native Tool for Fairness Debugging of Deep Learning Software Cross-Anatomy Transfer Versus Sparse Interpolation in Digital-Twin-Oriented Aortic Fluid-Structure Interaction Surrogates Breaking the 1.58-bit Barrier for Ternary LLMs StalePO: Anchored Token-Level Preference Optimization using Legacy Post-Edits in Machine Translation EBL: Efficient Broad Learning for Distributed Adaptive Harmonic Analysis Mini-batch Sampling Strategies for Long-Tailed Image Classification: An Empirical Study on CIFAR-100-LT Fast-Convergent Meta-RL via Gradient-Clustered BS Sampling for Edge Caching Implementing a White-Box Undetectable Backdoor for Random Fourier Features Physics Informed Random Feature Neural Networks for Solving PDEs Balancing Trial and Reorder: A Hybrid Sequential Transformer-GBDT Ranker for On-Demand Delivery On the Expressive Power of Implicit Line-Graph Higher-Order Weisfeiler--Leman Learned Look-Ahead Splitting Rule for CART The Neverwhere Visual Parkour Benchmark Suite Decentralized Gossip Learning and Federated Averaging for Histopathology Image Classification Early-Bird Decoding: Accelerating Diffusion LLMs with Learnable Block Sizes and Parallel Sampling Not All Relations Are Equal: Relation-Balanced and Calibrated Graph Learning for Provenance-Based Intrusion Detection A multimodal large language model for evidence-based autism spectrum disorder screening Certified Inference and Training for Deep Equilibrium Networks: A Continuation Framework with Polynomial Complexity Guarantees Skill-based Agentic Evaluation for Real-time Data Science Tasks From Manual Construction to AI-Driven Scenario Emergence: Rethinking Catastrophe Risk Modeling AURA: Agentic Diagnosis and Refinement for Production Recommender Systems at Scale Can Knowledge Transfer Parameters Be Learned? LePoKet for Efficient Robotic Vision Weave: Learning Whole-Body Dexterous Loco-Manipulation from Human-Object Interactions Visual Cue Guided Video Planning for Generalizable Robot Navigation Unified Heterogeneous Graph Neural Network solver for Power Flow, Optimal Power Flow and State Estimation Carry-Through Checksum: A Lightweight Fault-Detection for CNN Inference at the Edge The Latent That Never Was: A Forensic Re-run of the CVAE Ablation in Action Chunking Transformers Constant Swap Regret in General-Sum Games via Optimistic Transition Matrices Time-warping estimation via stationarity-based learning of the de-warped signal On the disintegration of the stochastic majority vote: From PAC-Bayesian bounds to a self-bounding algorithm Measuring Annotation Efficiency for Handwritten Devanagari Recognition: Sample-Complexity Curves for Four Pretraining Regimes TEMPO: Learning Temporal Context for Dynamic Robot Manipulation NeuroTS-Net: Multi-Class Semantic Segmentation of Pediatric Brain Tumors in Multi-Modal MRI OptiPrime: Optimizing Private Inference through Protocol-Hardware Co-design Multi-Agent Learning with Cooperation-Driven Optimization Dynamics Causal Discovery via Transformed Low-Rank Quantile Surfaces MedPCFM-TED: One-Step Point Cloud Flow Matching for Implant Generation via Teacher-Guided Endpoint Distillation HUMAID-NER: A Disaster Tweet Dataset for Joint Named Entity Recognition and Event Classification via Uncertainty-Weighted Multitask Learning Splitting the Difference: Interpretable Causal Forests for Treatment Effect Heterogeneity and Bias Beyond Measurement Metrics: A Human-Centered Framework for Semantic Validation of Network Traffic Classification Near-Optimal Nonconvex Matrix Completion Neuro-Symbolic Hierarchical Intention Anticipation in Human Behavior Bio-Inspired Palette Evolution in Indirectly Encoded Substrates: Timescale Compatibility Shapes Activation Function Discovery Optimization over covariance matrices with a parameterized metric Intrinsic Robot Rewarding: Reusing VLA Representations for Autonomous Evaluation and Policy Improvement From Foundation Embeddings to Cropland Maps: Label Efficiency, Temporal Transferability and Independent Human Validation Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation Kernel-Based Metrics Learning for Uncertain Opponent Vehicle Trajectory Prediction in Autonomous Racing ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers Cross-Domain Inference for Human Localization: Applying Wi-Fi RSSI Data to CSI-Trained Models Conformal Policy Learning with Distribution-Free Safety Guarantees Goal-oriented probabilistic forecasting for dynamic PRB allocation in 5G networks Quantum-Inspired Trainable and Parameter-Efficient Tensor Networks for Image Inpainting Type-IV Code Clone Detection via Layer-Wise Non-Contrastive Representation Learning Tables Decoded: DELTA for Structure, TARQA for Understanding Bias-Induced Crossover in Absolute Capacity of Dense Associative Memory Bridging the Gap Between Homogeneous and Heterogeneous Asynchronous Optimization Is Surprisingly Difficult Robust Recurrent Reinforcement Learning under Evolving Hidden Disturbances with Application to Rover Wheel Slip Attention is All You Need Until You Need Retention Explainable Graph-theoretical Machine Learning with Application to Alzheimer's Disease Prediction BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech When majority rules, minority loses: bias amplification of gradient descent Observational Multiplicity GraphIFE: Rethinking Graph Imbalance Node Classification via Invariant Learning GeoCrossBench: Cross-Band Generalization for Remote Sensing Dual Randomized Smoothing: Beyond Global Noise Variance Training Energy-Based Models with Non-MCMC Samplers and Efficient Temperature Estimation Formalized Hopfield Networks and Boltzmann Machines Collaborative Optimization of Multiclass Imbalanced Learning: Density-Aware and Region-Guided Boosting Window-Diffusion: Accelerating Diffusion Language Model Inference with Windowed Token Pruning and Caching Robustness as an Emergent Property of Task Performance Hybrid Feedback-Guided Optimal Learning for Wireless Interactive Panoramic Scene Delivery PRISM: Parallel Residual Iterative Sequence Model Partial recovery of meter-scale surface weather Strategic Advice in the Age of Personal AI Routing Absorption in Sparse Attention: Why Random Gates Are Hard to Beat Learning efficient representations of complex constraints for scalable optimization Deep Invertible Autoencoders for Dimensionality Reduction of Dynamical Systems Thinking Deeper, Not Longer: Memory-Efficient Test-Time Reasoning with Depth-Recurrent Transformers for Compositional Generalization A Spectral Decomposition Framework for Multiscale Nonlinear Dimensionality Reduction LLM-Guided Dynamic Action Spaces for Synthesizable Molecular Optimization EviDep: Uncertainty-Aware Multimodal Depression Estimation via Disentangled Evidential Learning Perturbation Sensitivity of Maximum-Likelihood Pairwise Ranking in Computational Decision Systems GRAFT-ATHENA: Self-Improving Agentic Teams for Autonomous Discovery and Evolutionary Numerical Algorithms Structure-Aware Masking for Protein Representation Learning Benchmarking Machine Learning Architectures for Antimicrobial Stewardship in Pediatric ICUs BASIS: Batchwise Advantage Estimation from Single-Rollout Information Sharing for LLM Reasoning Learning aligned EEG representations with subject-specific encoders Tail-Shape Estimation in LLM Evaluation Is Fragile: A Protocol for Diagnosing False Positives Amortized Probabilistic Retrieval of Atmospheric CO2 from OCO-2 Spectra Using Deep Learning with Laplace Approximations and Normalizing Flows The Scissors Effect: When Resize-Based Input Diversity Helps or Hurts Transfer Attacks Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution The Orthogonalized Read Is a Removable Training Scaffold for Recurrent Memory Neural Operator Learning for Collision-Aware Trajectory Planning of Spacecraft Swarms Task- and dataset-specific information in protein language models Activation-Weighted Seeded Residual Coding for Low-Bit LLM Weight Repair M-Fibration Theory with Applications to Weighted Graphs ICON Decomposition: Auditing deep neural networks for shortcuts by decomposing layer-wise representations using concepts Hessian-based molecular conformation augmentation for a scalable and efficient strategy of machine learning interatomic potentials CoER: Defending against Adaptive Indirect Prompt Injection via Adversarial Co-Evolution and Refinement Adaptive Anisotropic Attention for Axis-Structured Signals BRACE: Anchored Bellman-Residual Correction for Stale Critics in Asynchronous RL Forward-Free LLM Depth Pruning via Weight Redundancy Meta-LinEXP3: Online-within-Online Learning for Adversarial Linear Contextual Bandits The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good Algorithmic Information Dynamics of Learning: A Certified, Differentiable Complexity Controller for Grokking The Token Before the Value Is the Key: How Hybrid Architectures Organize Induction Circuits Discrete Beckmann Transport Models for One-Step Language Modeling and Reasoning CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking R3: Robust Rubric-Agnostic Reward Models Script Fragmentation and Format: What Drives the English-Bengali Performance Gap in Open LLMs? Neural Stochastic Differential Equations on Compact State Spaces: Theory, Methods, and Application to Suicide Risk Modeling Generating Individual Travel Diaries Using Large Language Models Informed by Census and Land-Use Data Risk-Calibrated Bayesian Streaming Intrusion Detection with SRE-Aligned Decisions TARC: Time-Adaptive Robotic Control Shuttling Compiler for Trapped-Ion Quantum Computers Based on Fine-Tuned Large Language Models Nonnegative matrix factorizations and related compositional models: Equivalence, identifiability, and an application on the grain-size analysis of sediments AllShowers: One model for all calorimeter showers Meta-Learning-Assisted Constraint Relaxation for Constrained Black-Box Optimization Differential privacy representation geometry for medical image analysis Equivalence of approximation by networks of single- and multi-spike neurons CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis Universal Feature Selection with Noisy Observations and Weak Symmetry Conditions $\mathcal{O}(n)$ alternative to Quantum Fourier Transform with efficient neural net classical post-processing Subject-Specific Analysis of Self-Initiated Attention Shifts from EEG with Controlled Internal and External Attention Conditions Stream Assembly Is an Uncontrolled Treatment in Streaming Intrusion-Detection Benchmarks HumanEgo: Zero-Shot Robot Learning from Minutes of Human Egocentric Videos Does Continued Pretraining on a Learner Corpus Improve Automated Essay Scoring on English Proficiency Tests? Evidence from EFCAMDAT Deep-learning-based low-energy trigger algorithms for the Hyper-Kamiokande experiment Do LLMs Make Neural Distinguishers Wise? Shielded Analysis: Certification and Characterization of Defensibility in Systems under Adversarial Interaction Missing Data Imputation under Manifold Hypothesis Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents CausalSmith: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal Inference Protecting patient privacy in clinical foundation models: Technical and legal perspectives HoloAegis: Frozen Representation, Topological Inference --- Minimally Parametric Safety Manifolds and Their Capability Boundaries for LLM Guardrails LaGSplat: Inferring Physics-Governed Interactive Simulation from Monocular Video Using Latent Lagrangian Gaussian Splatting Algorithms for adaptive and heteroskedastic linear regression at the computational threshold Random Hazard Forests Very Exciting: Zero-Shot Model Predictive Control of Buildings via Excitation-Based Generalized Transfer Learning Models Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction Stochastic Gradient Descent over P2 MANAS-2: Constrained Reconstruction for EEG Foundation Models Real-World Deployment and Performance Characterisation of Fog-Based Deep Learning for Cold-Chain Temperature Prediction over LoRaWAN K-Bench: a clinically calibrated benchmark for evaluating large language models in high-risk mental health conversations Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer ScienceArxiv cs.AI
Optimal Pruning for Neural Architectures using Fisher Information Distances Safe Error Correction for Language Models: Frozen-Base Adjustment with Capability Preservation GPEvac: GNN-Based PPO for Adaptive Evacuation Routing During Shooting Events Position: AI Is Not Ready for Strategic Conflicts Calibrate, Then Route: A Measured Study of Learned Request Routing for Disaggregated LLM Serving Artificial intelligence and biosecurity: capabilities, threat pathways, and defense-in-depth governance Where Should the KV Cache Live? Placement Policies Across GPU, CPU, and SSD for Long-Lived Sessions Toward Governance-Aware Autonomous GIS: A Narrative Review of Ethical and Privacy Risks in LLM-Enabled GeoAI Metacognitive Steering: Learning the Structure of Scientific Judgment The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It CADWorld: Computer-Use Benchmark for Long-Horizon Computer-Aided Design The AI-Enabled Scientific Frontier Closing the Loop: Branch-and-Bound for Scalable Verification of Nonlinear Neural Feedback Systems CLEAR: Cross-Source Evidence Adjudication for Large Language Models in Medicine BLINDSPOT: A Benchmark for Safety and Refusal Calibration in Long-Horizon Tool-Using Agents Cross-Anatomy Transfer Versus Sparse Interpolation in Digital-Twin-Oriented Aortic Fluid-Structure Interaction Surrogates Breaking the 1.58-bit Barrier for Ternary LLMs Fine-Tuning Fixes Mode Collapse and Over-Dispersion in LLMs Skill-based Agentic Evaluation for Real-time Data Science Tasks From Manual Construction to AI-Driven Scenario Emergence: Rethinking Catastrophe Risk Modeling AquiLLM: Evaluating Faithfulness in Open-Weight RAG-LLM Systems for Scientific Research QueryFormer: Winning Solution for KDD Cup 2026 Tencent UniRec Challenge Query-Aware Source-Risk Triage for Retrieval-Augmented Generation Do LLMs Have Values? A Quantitative Analysis and Alignment Framework for Values in Large Language Models A Framework for Generating Valid Context-Specific Benchmarks through Expert Guidance EchoPath: Execution-Level Replayable Memory for GUI Agents ReDraft, Don't Just Distill: Reference-Driven Revision for Continual VLLM Post-Training ANIMASK: What the Model Contributes to Role Play in Simulated Story Worlds AI for Games in the Foundation Model Era little m: An AI Agent for Industrial Process Optimization VideoMM: Adaptive Macro-Micro Inference for Efficient Video MLLMs LSREP: A Longitudinal State-Replay Protocol for Evaluating Conversational Memory, with ICE v2 as an Audited Local-First Architecture Beyond Episodic AI: Cognitive Field Networks for Biologically Inspired Persistent Cognition Turn-level Multiscale Density Ratio Estimation for LLM Agents Coverage-Aware Virtual IMU Augmentation for Low-Resource Human Activity Recognition Integrating the Analytic Hierarchy Process with Large Language Models for Transparent Multi-Criteria Decision-Making Layers, Sinks, and Scaling: Adaptive Evidence Selection for Multimodal Large Language Models Can We Do Interpretable NLI with Graphs Based on Atomic Propositions? Execution Flexibility in Automated Planning: A Comparative Evaluation of Deordering and Reordering Strategies CoAdapt: An LLM-based Framework for Adaptive Collaborative Perception in IIoT Robotic Swarms Bridging Learned Visual Perception and Symbolic Belief-Space Planning QART: A Quantum-Classical Hybrid Architecture for Long-Horizon Reasoning -- Exploring a Conditional Path toward Quantum Scaling AntennaFlow: A Generative Flow Model for Offset Correction in Phaseless Antenna Testing Affect-Prototype Guided Fusion for Open-Vocabulary Incomplete Multi-modal Emotion Recognition FlexEE: Self-Speculative and KV-Compatible Early Exiting for Offloading-Aware LLM Inference ThinkFlow: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents ORDER: Task-Conditioned Routing for Retrieval-Augmented Generation SKIP: a Self-knowledge-guided Step-wise Preference Learning Framework for Concise Reasoning Sparse MLLM Anchors, Dense Adaptation: Breaking the Self-Referential Loop in Wild Test-Time Adaptation Neuro-Symbolic Hierarchical Intention Anticipation in Human Behavior Sample-Conditioned Representation Selection for Audio Few-Shot Learning Interactive Memory Learning for Long-Term Conversations Scaling-Score Conformal Prediction for Multi-Target Regression Semi-Supervised Learning-Based Genetic Biomarkers Dataset for Multiple-Stage Hepatocellular Carcinoma Prediction Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics Shared-Prefix KV Reuse Across Standard LoRA Adapters: Quality and Serving Tradeoffs FirmCORe: A Benchmark for Structured Reasoning about Inter-Firm Collaboration Opportunities MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation End-to-End Latency-Minimizing and Load-Balanced Request Scheduling for Edge LLM Inference in Agentic AI Services Extracting ontology-compliant knowledge from scientific text describing irradiated materials using large language models Intrinsic Motivation in Reinforcement Learning: A Research Agenda for Adaptive Self-Organisation From Transient Prompts to Persistent Control: Scientific Poster Generation via Recursive Semantic-Geometric Contracts Self-Emergence Agent Architecture:Behavior-Inertia HMM, Reflexive Metacognition,and Social-Contrastive Self-Modeling FlashVector: Agent for Hierarchical Model Serving Stack Optimization Never Stop Thinking: Continuous-Time Language Agents World Model Science: Self-Organized Criticality, Weak Chaos, and Metastable Belief Dynamics in Long-Horizon LLM Agents Transformer-Based Token Fusion and Dynamic Graph Planning for Audio-Visual Navigation Talking Head Synthesis with Facial Landmark Guidance via 3D Gaussian Splatting JustFit: 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Verifiable Social Reasoning for LLM Assistants ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing "Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapse Retrieval-Driven Memory Reconsolidation for Long-Term LLM Agents Causal neural set filtering for online multi-target tracking State of Thought Enables Endogenous Reasoning Managing Action Preconditions in Neuro-Symbolic RL: Three Placement Strategies for Embodied Agents OmniHarness: Harnessing Generalizable Visual Generation via Symbolic Policy Learning Driver Behavior Estimation at Signalized Intersections Using a Physics-Constrained Decision-Conditioned Autoregressive Transformer HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning POSPAN: Position-Constrained Span Masking for Language Model Pre-training You Don't Need To Train: Agentic Heuristic Learning Studio for Executable Human Activity Recognition Beyond Distribution Matching: Semantics-Consistent Tabular Diffusion with Weak Semantic Priors Efficient Multimodal Generative Recommendation with Latent Narrative Reasoning Schema-Adaptive Action-Conditioned JEPA for Cross-Machine CNC Transfer under Partial Sensor Overlap The Immutable Past: Formalizing State Mutability and Conflict Resolution in Mutable RAG AssemblyGrid v1: A Benchmark for Multi-Robot Production with Temporary Coalitions, Local Information, and Geometric Constraints The Imitation Game: When LLMs Learn to Reason Like Programs via Code-Centric Reasoning Data Synthesis Pseudo-Label Augmentation for Affect Sensing in Small Collaborative Groups MUUNRiver-Bench: Diagnosing Relation-Dependent Music Retrieval with Multimodal Instructions RAG-CT: Mitigating Privacy Risks on Retrieval-Augmented Generation Systems via Scanning Prompt Distribution Coaching Qwen3 Coder 30B to Think Like a CodeClash Arena Agent Universal Defenses for Tool-Integrated LLM Agents Against Adversarial Attacks A Decision-Support Audit Protocol for Supervision Drift in Proxy-Labeled Credit-Risk Prediction LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing AI-Driven Feedback Systems, Digital Labour, and Silent Quitting: Transforming African Workplaces Permutation-Based Stegomalware in Large Language Models: Threats and Countermeasures SceneBench: A Hierarchical Benchmark for Vision-Language Understanding of 3D Scenes Models as Governed Interfaces for AI-Native MBSE: Read-Side Adequacy and Write-Side Admissibility Efficient Reasoning Distillation: Small Video-Language Models via Synthetic CoT and Difficulty-Aware Fine-Tuning Mapping U.S. Federal AI Governance Against Sector Vulnerability Recovery Rates Are Not Comparable Across Transcription Factors: Chance Correction for Attribution Evaluation ProtoLIP: From Sentence-Level to Object-Level Evidence Disentanglement Symmetric solution of the Bellman optimality equation for repeated harmony game Intelligent Interaction Techniques (IIxT) - Proposal Assurance Envelopes for Autonomous Coding Agents: Minimum-Cost Evidence for Software Change Efficient One-to-Many Translation with Joint Multi-Stream Diffusion Cognitive Admission Control: Risk-Conditioned Assurance for Consequential Actions in Agentic Distributed Systems FairLint-DL: An IDE-Native Tool for Fairness Debugging of Deep Learning Software From Momentary Emotion Inference to Sustained Emotion Support: Evaluating a Companion Agent in a Longitudinal Study Auto-HSI: Personalized human control of a robot swarm on demand by using LLMs for online automatic code generation How Humans and LLMs Read Gender into Gender-Neutral Physical Descriptions UDAV: Uncertainty-Driven Adaptive VLM Waypoint Planner Balancing Trial and Reorder: A Hybrid Sequential Transformer-GBDT Ranker for On-Demand Delivery On the Expressive Power of Implicit Line-Graph Higher-Order Weisfeiler--Leman How Good Are Time-Series Foundation Models for Pedestrian Crowd Count Forecasting? A Cross-Dataset Comparative Study Interpreting and Steering LLM Agents for Social Simulations Early-Bird Decoding: Accelerating Diffusion LLMs with Learnable Block Sizes and Parallel Sampling OPD-Aha: From Linguistic Momentum to Visual Reflection in Multimodal On-Policy Distillation Protocol-Preserving Context Trimming for Agentic Workflows: Benefits, Failure Regimes, and Budget Guardrails Decoder Design Matters for ECG Delineation AI Policies: Help or Hindrance? A Software Developer's Perspective Geospatial Metadata Improves Discoverability by Connecting Datasets Across Scientific Disciplines Beyond the Name: Demographic Leakage in De-Identified R\'esum\'es and Evaluation Artifacts in LLM Bias Audits Competence-Preserving Resume Perturbations Expose Presentation Sensitivity in LLM Screening QALPA: Property-guided diffusion modeling for efficient exploration of chemical spaces of flexible molecules What Does Layer-Importance Reveal About Transformers and State-Space Models? On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models A Cyber Range Evaluation of Autonomous Network Incident Response Agents The MAL Simulator: Cyber Operations Simulation based on Attack & Defense Graphs Vision And Text Transformer For Predicting Answerability On Visual Question Answering Efficient Text-to-Image Generation: An Adaptive Step Schedule Controller for Diffusion Models ProxiDex: Learning Dynamics-Guided Proximity Policy for Dexterous Manipulation A Vision-Language Foundation Model for Precise and Comprehensive Brain Tumor Diagnosis from Preoperative Multimodal Data Large Language Models in the Loop: A Stability- and Network-Aware Survey in Networked Control, Cyber-Physical, and Multi-Agent Systems Structure Across Voices: Comparing acoustic-event type accumulation and sequence dependence across four vocal repertoires using frozen audio encoders RoleBreak: Benchmarking Long-Horizon Role-Playing Robustness in Spoken Dialogue AURA: Agentic Diagnosis and Refinement for Production Recommender Systems at Scale Right Direction, Wrong Step: Geometric Analysis of Finite-Step Failure in Looped Transformers Weave: Learning Whole-Body Dexterous Loco-Manipulation from Human-Object Interactions World Models for Embodied Intelligence: From Plausible to Controllable to Actionable Continuous-Time Machine Learning: A Unified Mathematical Perspective Visual Cue Guided Video Planning for Generalizable Robot Navigation TAME: Token Attribution and Masking for Emergent misalignment Available but Unclaimed: An Empirical Study of Human-AI Synergy SOTER: A Generative Time-Series Foundation Model for Wearable Human Physiological Signals What Breaks Local Watermarks? A Robustness Benchmark for Local Invisible Image Watermarking StackTok: Accelerating VLMs Inference with Budget-Adaptive Visual Token Selection RegRet: Enhancing Region-Level Retrieval in Large Multimodal Models The Evolution of Coordination in a Collective Intelligence System: 25 Years of English Wikipedia and the Emergence of Generative AI VOR-Bench: A Human Perception-Driven Benchmark for Video Object Removal Verbalizing Subliminal Learning Effects Using Text Optimization Repurposing Deep Limit Order Book Forecasting for Scenario-Conditioned Market Impact Modeling Causal Discovery via Transformed Low-Rank Quantile Surfaces When Confidence Signals Disagree: Local and Global Confidence in Autoregressive Language Models RepoAtlas: Guiding Coding Agents via Evolving Multimodal Repository Views Beyond Token-Local Imitation: Reward-Compatible Temporal Credit Assignment for On-Policy Distillation AeroLat: Channel-Aware Latent Space Semantic Communication for Decentralized UAV Swarms The Role of Implicit and Explicit Demographic Signals in Large Language Model-based Student Assessment Distributed JEPA: A Self-Supervised Framework for Energy Forecasting Diagnosing the Fact-Grounding Gap in Multi-Hop Question Answering Repurposing Unified Topological Signatures for Graph Representation Learning Beyond "ChatGPT Can Make Mistakes": Designing Interventions to Support Metacognitive Monitoring in AI-Assisted Work Beyond In-Distribution Metrics: A Systematic Out-of-Distribution Evaluation of Congenital Heart Disease Segmentation Finding Common Mistakes In Modelling With Mathematical Formalisms Using LLMs AI for Science with GPT-6 Astra: Thermal Design and Electrothermal Analysis of 2D CFET Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation Kernel-Based Metrics Learning for Uncertain Opponent Vehicle Trajectory Prediction in Autonomous Racing ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers MUMINS: Metadata-conditioned Uncertainty-aware Medical Image Next-state Synthesis A unified framework for global and local interpretability using adaptive derivative-ordered random explanation Multimodal Cultural Heritage Architectural Style Classification for Residential Buildings in the UAE Based on CLIP Embeddings and SVM FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence Grounding SWE-Agent Decisions in Architecture-0 Design: Navigating Unknown Unknowns through Physical Mapping Easy to Catch a Liar, Hard to Clear an Honest One: Language Models Diagnosing a Corrupted Reward Channel from a Verified Record FROD: Feature Matching Residual Denoising Oracle Bone Decipher After the Party: Growth, Governance, and Security Scanning in the OpenClaw Agent Skill Ecosystem Mo' Models, Mo' Problems: How to best select model pools when designing Multi-Agent Systems Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs Where Should a Document Live: Context, Representations, or Parameters? Coding Agents Have Converged: Why the SWE-bench Leaderboard Can No Longer Order Its Top Entries, and What to Measure Instead CTAN: Cycle-Temporal Attention Network for Embodied Audio-Visual Navigation Tracking the Unseen: An Occlusion-Robust Framework for Target Tracking Under Full and Long-Term Occlusion Learning-Guided Planning in Large Dynamic Action Spaces: Budgeted Tree Search for One-to-Many Mobile Charging CareMirror: Bringing Caregiver Wellbeing into the Dementia Care Ecosystem Evaluating Verified Autonomy in Quantum Engineering Decomposition Buys Integrity, Not Yield Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain Reward Feedback Det-LIME: Detector-Aware, Multi-Instance Local Interpretable Model-Agnostic Explanations for Automated Marine Mammal Detection ENCP: Episode-Normalized Conformal Prediction for Vision-and-Language Navigation LACE: Layer-Wise Compression for Dynamic Frame Rate Codecs When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control Agentic Societies Need a Social Harness EVINCE: Optimizing Multi-LLM Dialogues Using Conditional Statistics and Information Theory TrafficGamer: Reliable and Flexible Traffic Simulation for Safety-Critical Scenarios with Game-Theoretic Oracles Fairness at Every Intersection: Uncovering and Mitigating Intersectional Biases in Multimodal Clinical Predictions ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Autonomous Assessment of Generalizability of AI Agent Capabilities How Clinicians Think and What AI Can Learn From It Same Answer, Different Representations: Hidden instability in VLMs Multi-Agent Collaboration for Automated Design Exploration on High Performance Computing Systems FactorEngine: A Program-level Knowledge-Infused Factor Mining Framework for Quantitative Investment ANCHOR: An External LLM-Driven Supervisory Module Facilitating Healthy Evolution in Self-Evolving Systems Superficial Beliefs in LLM Decision-Making Shielded Analysis: Certification and Characterization of Defensibility in Systems under Adversarial Interaction Rhythm of the Deep: Two-tier acoustic organization of sperm-whale codas from click waveforms to second-order sequence dependence Measuring Curriculum Alignment across Topical Coverage, Competency, and Cognitive Depth: A Longitudinal Framework Applied to CS2013 and CS2023 FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models Shared Selective Persistent Memory for Agentic LLM Systems The Verifier is the Curriculum: Precision Sets the Return on Search in Code Self-Distillation RegNetAgents: A Multi-Agent Framework for Cross-Network Regulatory Driver Identification in Cancer Genomics Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents CASCADE: An Agentic Regulatory Network Framework for Patient-Data-Validated Downstream Perturbation Prediction Protecting patient privacy in clinical foundation models: Technical and legal perspectives HoloAegis: Frozen Representation, Topological Inference --- Minimally Parametric Safety Manifolds and Their Capability Boundaries for LLM Guardrails AutoResearch: Insight In, Hallucination Out CAFE: Self-Improving Search Agents Need Co-Evolving Feedback EdiTikZ: Scientific Figure Editing from Revision Trajectories Unifying ICL, SFT, KL-Regularized RL Through a Bayesian Lens API Benchmark Scores Do Not Reliably Transfer to Chatbot Interfaces Off-Target Effects of Response-Style Alignment in a Korean 27B Language Model BlueLM-GUI Technical Report: A Real-Device-Centric Flywheel for Self-Improving Mobile GUI Agents MANAS-2: Constrained Reconstruction for EEG Foundation Models DynSTEER: Dynamic Stage-wise Trajectory Evaluation and Execution-time Review for Agents ProIQA: A Process-Based Framework for Fine-Grained Math Item Quality Assessment Who Teaches Which Token? Verifier-Gated Multi-Expert On-Policy Distillation for Scientific Reasoning The Troy Moment of AI: Why Some Will Cheat and Some Will Follow? Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science Measuring Human Contribution in AI-Assisted Content Generation Attention is All You Need Until You Need Retention CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking CLIP Embeddings for AI-Generated Image Detection: A Few-Shot Study with Lightweight Classifier When majority rules, minority loses: bias amplification of gradient descent R3: Robust Rubric-Agnostic Reward Models Post-Training Large Language Models via Reinforcement Learning from Self-Feedback RoofSeg: An edge-aware transformer-based network for end-to-end roof plane segmentation Generating Individual Travel Diaries Using Large Language Models Informed by Census and Land-Use Data DoubleAgents: Human-Agent Alignment in a Socially Embedded Workflow GraphIFE: Rethinking Graph Imbalance Node Classification via Invariant Learning T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Dual Randomized Smoothing: Beyond Global Noise Variance SyncVoice: Simple and Effective Automatic Video Dubbing with Vision-Augmented TTS Scalable Algorithms for Approximate DNF Model Counting MASCOT: Multi-Agent Socio-Collaborative Companion Systems Robustness as an Emergent Property of Task Performance Differential privacy representation geometry for medical image analysis Equivalence of approximation by networks of single- and multi-spike neurons Evaluating Prompt Robustness in Text-to-Audio Systems for Adaptive Virtual Agents and Game Soundtracks Can LLMs Model Incorrect Student Reasoning? A Case Study on Distractor Generation Alignment Whack-a-Mole : Finetuning Activates Verbatim Recall of Copyrighted Books in Large Language Models Thinking Deeper, Not Longer: Memory-Efficient Test-Time Reasoning with Depth-Recurrent Transformers for Compositional Generalization SafeFlow: Real-Time Text-Driven Humanoid Whole-Body Control via Physics-Guided Rectified Flow and Selective Safety Gating Acoustic and perceptual differences between standard and accented speech and their voice clones Comparative Characterization of KV Cache Management Strategies for LLM Inference Fine-grained Approaches for Confidence Calibration of LLMs in Automated Code Revision LLM-Guided Dynamic Action Spaces for Synthesizable Molecular Optimization EviDep: Uncertainty-Aware Multimodal Depression Estimation via Disentangled Evidential Learning Perturbation Sensitivity of Maximum-Likelihood Pairwise Ranking in Computational Decision Systems Ave: Guiding Agentic GPU Optimization Using Data-Flow Invariants QDTraj: Exploration of Diverse Trajectory Primitives for Articulated Objects Robotic Manipulation Composable multi-satellite precipitation estimation for evolving observing systems HumanEgo: Zero-Shot Robot Learning from Minutes of Human Egocentric Videos A Fresh Look at Lamarckian Evolution and the Baldwin Effect Attention Calibration for Position-Fair Dense Retrieval The Biomimetic Architecture of Software 4.0 MPCoT: Reward-Guided Multi-Path Latent Reasoning for Test-Time Scalable Vision-Language-Action Liberating LLM Capabilities in Full-Duplex Speech Models Learning aligned EEG representations with subject-specific encoders Lost at the End: Primacy Bias in Multimodal Retrieval-Augmented Question Answering REDDIT: Forgetting-Resistant Correction of Timestamp Drift in ASR via Replay-Based Distribution Editing CausalSmith: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal Inference RMS@CC-MMD 2026: Multimodal Misogyny Detection via Geometric Interaction and Multi-View Consensus Enhancing Law-Enforcement Audio Transcription: A LoRA-Based Adaptation of Whisper for BWC Footage Intelligent Base Station Deployment in Urban Wireless Networks: A Geographic Data-Informed Digital Twin Approach Graph Neural Assisted Actor-Critic for Latency-Efficient Edge Vision System Analysis of Types of Inquiries in Student-AI Interaction: A case study of two CS2 tasks Neural-Primitive: An Efficient End-to-end Local Planner with Primitive-based Imitation Learning for Autonomous Flight 4DStreamCtrl: Interactive Video Generation with Online 4D Control ICON Decomposition: Auditing deep neural networks for shortcuts by decomposing layer-wise representations using concepts ADeptS-Bench: Measuring the Trustworthiness of Computer Use Agents Across Devices Text-Driven Artistic Staging: 3D Posing, Lighting, and Camera References from Paintings Repeat-After-Me: Black-Box Adaptive Visual Prompt Injection How a Chatbot's Response Style Shapes a Classroom: A Multi-Agent Simulation of Students Consulting AI X2Streaming-ASR: wait when uncertain, emit when ready for streaming ASR Adaptive Anisotropic Attention for Axis-Structured Signals BRACE: Anchored Bellman-Residual Correction for Stale Critics in Asynchronous RL Forward-Free LLM Depth Pruning via Weight Redundancy Fidelity-Aware Scheduling of Quantum Circuits on Multi-QPU Systems On the Impact of Anonymization on the Performance of Large Language Models The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement Language-Guided Terrain-Adaptive Neural MPC for Autonomous Traversal of Articulated Tracked Robots A Conservative OCR-Enabled Workflow for R214 Sodium Screening of South African Packaged Foods KaiNinja: Extending Native 3D Generators to the Part Level K-Bench: a clinically calibrated benchmark for evaluating large language models in high-risk mental health conversationsGithub Trending (Python)
debpalash/VoiceStudio MG1937/ASC Panniantong/Agent-Reach SnailSploit/Claude-Red ComposioHQ/awesome-claude-skills 666ghj/MiroFish unclecode/crawl4ai rommapp/romm anthropics/claude-plugins-official bojieli/ai-agent-book multimodal-art-projection/YuE calesthio/OpenMontage roboflow/supervision Jeffallan/claude-skills TauricResearch/TradingAgents dgtlmoon/changedetection.ioGithub Trending (C)
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Inflection points and transitions in Alzheimer’s disease Mechanisms of Transcriptional Regulation by Salicylic Acid Receptors Why most stars don’t have outbursts like our Sun’s Transplanted human brain-tissue takes root in mice without a cortex Development of a random background to understand ligand optimization Developmental xenocortication using human-derived organoids in mice Mitochondrial fission factor senses and governs ferroptosis Reimagining research papers as interactive and reliable AI agents Electroluminescent photoresists extending lithographic scaling to OLEDs Continuous-wave laser absorption spectroscopy of the thorium-229 nucleus Mutational constraints on RSV F and its neutralization by antibodies Evolution and heterogeneity of lethal metastatic bladder cancer subtypes Topographic structure and function of locus coeruleus noradrenaline neurons Overmassive black holes and little red dots naturally form in simulations A retinoic acid autoregulatory loop governing prefrontal–motor arealization Road transport of trapped antiprotons Transcriptional activation of plant immunity by salicylic acid Rapid patient-specific neural networks for X-ray to volume registration Heterogeneous photonic integration of single-crystalline nanomembranes Molecular-level observation of the self-assembly of a virus-like particle Targeted genomic integration and rearrangement using prime assembly Sex without crossovers mimics clonal reproduction in Rhynchospora tenuis Scalable near-real-time Bayesian phylogenetics for outbreaks with Delphy Author Correction: Obesity rise plateaus in developed nations and accelerates in developing nations Electrically controllable superconducting memory effect in UTe2 Cohesin reshapes replication fork contacts to aid fork slowing and reversal Assessing biological degradation of non-hydrolysable synthetic polymers Identification of broadly tumour-reactive γδ TCRs from multiple myeloma Predictors and prevalence of support for white nationalism in the United States A thermodynamically favoured molecular computer Marine bacteria cooperate to break down complex algal carbohydrates Antimatter: coming soon to a lab near you? Molecular computation that rolls energetically downhill Turning scientific research papers into interactive AI agents Is it safe to use consumer wearable devices for research? Nearly one in seven young, male white voters in the US support white nationalism Map of brain ‘microproteins’ could offer new clues to Alzheimer’s disease AI companies must work with the research community to protect attribution Will wearable technologies transform clinical trials? Human brain cells transplanted into mice in ‘most extensive’ integration ever These bizarre, much-coveted microbes are revealing the origins of complex life Tumour cells shape their environment to protect them from the immune system AI tool turns any paper into an ‘agent’ that can collaborate and answer complex queries I who have never known trees Virus-like particles observed assembling in real time Quality control of glycogen through direct ubiquitylation by RNF213 Author Correction: Erythropoietin receptor on cDC1s dictates immune tolerance A wake-up call: diversify global research funding Why Nepal floods resulted in a disaster even after satellites spotted danger The geometric genius of René Descartes Make AI traceable before it shapes global climate assessments Why the NIH must resist the metrics trap Global inequality panel is a chance for research to change lives CRISPR crops are coming to Europe — why bolder would be better Underground hydrogen could spur a green-energy revolution — if companies can find it Cities and countryside are intimately linked — green initiatives must recognize that ‘Stomach bugs’ send protective immune cells rushing from gut to brain Encoded and non-genetic protein variants expand human functional proteome The roots of astrology, the mysterious nature of time and more: Books in brief How is climate change affecting conifers and their ability to sequester carbon? The pet trade puts reptiles and amphibians at risk: close legal gaps now Science philanthropy is rising in Brazil ― upending a long tradition ‘Multifunctional’ brain implant translates speech and gestures in real time UK universities are on the brink — what is their greatest source of stress? Fraud sealed the fate of controversial zoologist Paul Kammerer — 100 years on, his ideas deserve revisiting Daily briefing: How this year’s super El Niño is different Drug firms’ secret data supercharge AI protein models The super El Niño is already wreaking havoc: here’s what’s in store Briefing Chat: The Bunsen burner myth that turns out to be just hot air NSF moves to overhaul funding approach in line with White House priorities People trust scientists seen to be ‘on their side’, UK study finds El Niño goes viral — and scientists learn what makes people care about the climate Successful early-career scientists rely on network of mentors Osteoporosis affects millions: could modified cells rebuild their bones? Daily briefing: Skeleton teeth show evidence of the earliest known habitual drug useCNN
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 seasonNPR News
Here's why an Arizona medical examiner is working to track heat-related deaths House passes Russia sanctions, sending bill named for Lindsey Graham to Trump's desk You'd expect homeowners to save their stuff. Federal policy pays them to leave it Committee investigating Epstein holds billionaire Leon Black in contempt of Congress Trump administration plans ideological warning signs for Smithsonian The 'burnerverse' exploiting young women in college EU offers Canada 'associate member' role; Trump calls it 'laughable' Congress is under pressure to act on AI — here's what that could look like DOJ charges Russian agents with plotting attacks, including in the U.S. A tumultuous congressional primary season closes with record departures and defeatsThe Atlantic
Kash Patel Refuses to Take a Republican’s Lifeline What Nature’s Silence Said to Annie Dillard The Most Powerful Man in AI Isn’t Worried at All This Is Your Brain on Short-Form Video The Atrocities That Shaped the Modern Middle East The Knives Are Out for Bill Belichick Pennsylvania’s Measles Outbreak Is Enormous Destroying Humanity Is Against the Law An Ingredient That’s All Too Rare in Adult Life The Artist Who Ripped Up the Rules of Drawing Venezuela’s People Problem The Armored Sarcophagus Saving Ukrainian Soldiers Cuba’s Old Economic Model Is ‘Exhausted’ An Electoral Mess in Missouri The American Age Is Over A Shouting Match and an Ultimatum at the Kennedy Center The Only Thing Capable of Uniting Bernie and Bannon The Next Change Trump Has Planned for the Smithsonian Trump Is Looking for Diesel in All the Wrong Places Congress Might Be About to Hand Trump Sweeping Tariff Powers Math Can’t Go On Like This Trump’s Position on AI Makes No Sense What Trump’s Bizarre Posts Are Teaching Us About AI A Diagnosis for Social Conflict That Gets Lost Along the Way Sons and MothersVox
Trump’s failed Fed takeover Should we be skeptical about the AI panic? How Israel-Palestine broke up Sheeran-Macklemore Does my pet have a soul? Can AI save global health? Bill Gates is betting $1 billion that it can. The successful campaign to make a terrifying Supreme Court immigration case disappear Trump’s Kennedy Center sabotage is complete 6 other ways Trump is meddling in the midterms The Republican Party is all-in on Islamophobia The people who fear AI are wasting time fighting each otherAl Jazeera
Verstappen beats 100 go-karters in fun Silverstone race Morocco’s 2026 election: A test of political trust and engagement Floods return to Valencia with 2024 tragedy still fresh in mind Reports: US, Houthis make secret deal over Yemen war UK’s Burnham, Canada’s Carney discuss AI risks, defence cooperation Congress passes sweeping US sanctions bill targeting Russia US CENTCOM tells Al Jazeera Hormuz blockade ‘highly effective’ Trump says Canada becoming EU ‘associate member’ could be ‘hostile act’ NHL superstar Ovechkin ‘was asked’ to film Putin ad, team says Three dead after flooding inundates Navajo Nation in New Mexico Iran war live: Trump says US nearing end of war, claims Tehran direct talks Israel and Morocco agree to open embassies, upgrading diplomatic ties US military claims Strait of Hormuz remains open amid ongoing blockade ‘People don’t have money’: Syrian fuel hikes deepen economic pain What to know about US Federal Reserve’s first interest rate hike in 3 years For checkpoint and settler attack news, Palestinians tune into the radio Macklemore pledges $1m in tour earnings to Palestinian groups Manchester United lose 3-2 to Brighton, crash out of League Cup Rescue workers search for survivors after Gaza building collapse US removes Venezuela from drug list, Trump says Displaced Syrians dig through hills of garbage to make a living New video claims to show Saudi fighter jet Houthis say they shot down Syria abolishes al-Assad-era ‘terrorism’ court as Kurdish tensions flare Efforts underway for Zelenskyy-Trump meeting at UN next week Al-Mughayyir: A village under siegeArs Technica
Apple reportedly building server packed with M-series Ultra chips for AI Epstein had huge cache of child sex pics; victims sue to find out who's in them Nonprofit that tracks meteors taken down by "critical blow" from a cyberattack Lionsgate releases a new trailer for Sunrise on the Reaping Not just Proton: Getting to know Valve's new SteamOS compatibility layers California may gut state net neutrality law to comply with Trump admin demand Researchers swap in human brain cells for a mouse's cortex Scientists develop new method for deciphering ancient scrolls The Specialized Diverge Pro 4 makes rough gravel your playground It’s OK to tell ICE their actions will haunt them, judge rules in speech fight Iran strikes on Amazon data centers caused permanent loss of customer data What happens when neutrinos swap identities inside a supernova? macOS 27 Golden Gate: The Ars Technica review The world’s best racing driver is about to race 100 karts at once Lawmakers target Flock cameras with a threat to highway funding How chimps teach their kids tool tricks The Roman telescope has enough gas for 22 years, double NASA's expectations “Filmmaker” suing PassThePopcorn may be banned user out for revenge 18-year-old dies of measles in PA from severe neurological complication SpaceX declares Starship ready for orbit, sets launch date next weekSlashdot
Adafruit's New CircuitPython 'Turbo' Brings Native Code To Tiny Boards As Part of California's Coast Begins to Crumble, Is the Clock Ticking on Moving Radioactive Waste? Anthropic Commits to Independent AI Evaluators, Wants Slower Development. Nvidia's CEO Wants It 'As Fast as You Can' Firefox Touts Lower CPU Use for Large JPEGs, Faster PDF Viewer Startup (and AI Controls) America's Cryptocurrency 'Clarity Act' Fails Spectacularly, Despite Hundreds of Millions in Industry Lobbying Ubuntu's 'Rust-ification' Hits New Milestone: Coreutils Migration is Complete While Hollywood Fears an AI Future, China's Film Industry is Embracing It Scientists Discover Mysterious New X-Ray Objects 'Unlike Any They Have Seen Before' Cops Searched Thousands of Flock Cameras for Reasons of 'LMAO,' 'IDK,' 'Hehe,' And 'Asdfg' Math Professor Accuses OpenAI of Copying His Work, Says AI Compute Power Makes Racing to Publish 'Pointless' ChatGPT-Using Lawyer Cited Its Fake Witnesses and Police Testimony in Court Reservations Go Live for Valve's Steam Frame VR Headset. An Experiment in Progress? A Visit to San Francisco's AI-run Store: No Customers, Nothing Useful, And Losing Money Fast No Rolling Power Outages for California Since 2020 - Thanks to 17,000 MW of New Battery Storage Union Contract with Microsoft Ratified by 1,900 Blizzard Developers and WorkersSmithsonian Magazine
A 66-Million-Year-Old Feather Trapped in Dinosaur Poop Might Help Explain Why Some Birds Survived Mass Extinction This New Brain Map Shows Every Nerve Cell in an Adult Male Fruit Fly's Central Nervous System. Here's Why That Matters Three Wild Dogs Made a Record-Breaking Trek Across Zambia, Traveling More Than 2,500 Miles in Search of Mates Mysteriously Stolen More Than 30 Years Ago, and Illicitly Transported to the U.S., This 300-Pound Sculpture Is Finally Back Home in France Some Fish in the Great Lakes Might Be More Than 400 Years Old, a Study Suggests, Outliving Around 15 Generations of Humans Tasmanian Devils Lived Alongside Humans in Northwestern Australia as Far Back as 45,000 Years Ago, Researchers Find The Ruins of a Long-Lost Medieval Convent Have Been Discovered Just a Few Feet Beneath a Soccer Field Two Chonky, Mountain-Dwelling Marmots Were Found in the Bay Area. What Were They Doing So Far Away From Their Home? A Geologist in California Found Something Strange Sticking Out of a Creek. A Reverse Image Search Told Her It Was an Ancient Mastodon Tooth Russia Sends the Centuries-Old Remains of a Medieval Warrior Prince to Its Front Line in Ukraine, Hoping to ‘Spiritually Strengthen’ TroopsInfoQ
Microsoft Open-Sources TauGrid to Simplify AI Workload Management on Kubernetes Dropbox Evolves Riviera Content Processing Platform to Support AI Workloads Shopify Drops React Native for Swift and Kotlin as AI Changes Cross-Platform Development Tradeoffs Article: Your Next DSL Author Is a Language Model Lyft Moves Streaming Fleet to Apache Flink Kubernetes Operator Presentation: Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review Java 27 Delivers Post-Quantum Cryptography, Future Language Innovation, Helidon 27, JavaFX 27 Dropbox Outlines How Focusing on Existing Infrastructure Efficiency Can Create Headroom for AI From Memory-Hungry HNSW to Quantized SPANN: The Technical Evolution of Pinterest's Manas Platform AI-Assisted Discovery Helps Microsoft Patch More Than 1,000 Vulnerabilities in a Month Atlassian Automates Root Cause Analysis by Correlating Metrics, Logs and Traces Presentation: Lead Without a Ladder: How I Climbed Into Engineering Leadership Grab's Agent Framework LLM-Kit Accelerates AI Agent Production Deployment Microsoft Releases .NET 11 RC1 with Go-Live Support, C# 15 and F# 11 as Default Language Versions How Solaris' Turnstile Influenced the Modern System Designs of Web Browsers and Language RuntimesDynomight
Thoughts I had while reading your comment 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 persuasionMarginal Revolution
METR, EA, and others being attacked Wednesday assorted links Very good news What Regulatory Capture Actually Looks Like The economics of cyber risk When discussing AI policy, start with China Callum Williams on cybersecurity prices Tuesday assorted links The striking thing is how late the market moved Those new service sector jobs Did the ACA reduce mortality? Monday assorted links AI, Redistribution, and the Size of the Pie Is it the screens? Or education systems? Does AI assistance enhance or erode expertise?Not Boring
Weekly Dose of Optimism #210 An Ode to Counter-Positioning Everyone is Reading Lonesome Dove Weekly Dose of Optimism #209 Weekly Dose of Optimism #208 An American Engineer in China Weekly Dose of Optimism #207 Weekly Dose of Optimism #206 Base Power Company: Chapter 3 Weekly Dose of Optimism #205 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 #198Coding Horror
You Can't "Vibe Code" Love 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 WebNASA Breaking News
Passion Meets Precision at NASA’s Flight Research Lab NASA’s Moon Orbiter Spots New, ‘Once-in-Century’ Moon Crater NASA Celebrates Restoration of Guam Station Damaged by Typhoon Mawar NASA Watches Earth’s Weight, Finds Center of Mass Indonesia’s Anak Krakatau Curiosity Postcard Celebrates Rover’s 5,000th Day on Mars NASA Visits Schools Strengthening Florida’s Skilled Workforce NASA Astronaut Reid Wiseman to Join NFL Fans in Baltimore NASA’s Integrated Medical Model (IMM) Newfound ‘Baby’ Planet Smashes Record for Youngest Known WorldQuanta Magazine
Ctenophores Aren’t Just Beautiful. They’re Biological Wonders. Black Holes or Black Hole Stars? Astronomers Spar Over Webb Telescope’s ‘Little Red Dots.’ Why Do These Fossil Shells Flip Their Spirals Every Few Millennia? The Four-Color Theorem Gets a Rare New Proof What Is Math’s Mysterious Langlands Program Really About?Science Daily
Scientists “truly astonished” by discovery that challenges Earth’s origin story Scientists find an immune “false alarm” that may drive rapid aging A 240-million-year-old fossil just changed the dinosaur timeline Scientists find the whole grain “sweet spot” for better heart health James Webb reveals Chariklo’s mysterious rings are changing faster than expected Venus may have swallowed its own moon Irrigation’s climate benefit could equal 363 years of its own emissions Scientists turn seawater into fresh water without harmful brine Scientists reversed biological age in older adults in just 4 weeks Scientists stunned as volcano cloud starts destroying methane Ultra-processed foods linked to hidden muscle fat that may threaten your knees Scientists recreated what mice saw from brain activity alone Scientists find a hidden retinal defense against vision loss Smelling chocolate helped men complete more reps without feeling more tired This Australian cave hid 25,000 years of ritual secrets Scientists discover a major brain shift between ages 50 and 75 The U.S. Eradicated this flesh-eating parasite. Now it’s back UV light reveals possible camouflage on a 125-million-year-old crocodile The shape behind the Einstein problem just revealed strange new physics Supermassive black hole winds are 100 times more powerful than scientists thought Scientists discover strange link between low vitamin D and pain Nearly 10,000 patients reveal what works best for knee arthritis pain relief Plague was killing entire families thousands of years before the Black Death Cancer is rising in younger adults. Faster biological aging may help explain why Chemistry textbooks have been getting this wrong for nearly 100 years A coral reef thought dead for 60 years is teeming with life Hidden brain wiring may help keep the mind sharp as gray matter shrinks This German submarine sank in 1917. It’s still leaking TNT Scientists find a hidden cause of high blood pressure that routine tests can miss Crocodiles are famous for finding their way home. These ones didn’t AI uncovers hidden Ozempic side effects across 400,000 Reddit posts Popular sweetener byproduct damages DNA in human cells Tiny cell “antennas” may help explain why some babies are born with heart defects One Mount Etna eruption took weeks. Another happened in hours Scientists find a new layer of Alzheimer’s hidden in the genome Back-to-back Arctic storms can double sea ice loss Physicists can’t agree on how the Universe works Scientists are building a microscope powered by a quantum computer NASA-backed scientists turn plastic waste into edible cookies Global warming is breaking a 400-year climate link between two oceans Physicists discover a hidden “curveball” in quantum light Venus’s pale yellow clouds may hide something surprisingly dark Scientists discover a hidden switch that shuts down inflammation Scientists find water was fueling volcanoes 3 billion years ago CERN finds gluons behaving strangely deep inside atomic nuclei Scientists find how “zombie” cells fuel inflammation as we age Most men don’t know dairy is linked to prostate cancer risk Who really needs a heart calcium scan? A hidden compound in healthy foods may worsen IBD Tiny sound waves could help solve a major quantum computing problem Ozempic and Wegovy may raise hair loss risk in some men Scientists find Ozempic may slow aging itself Researchers find a Wordle strategy that wins 99% of the time Wasps are disappearing this summer, and scientists are worried Tiny nanolaser could cut computer energy use in half Scientists find a way to break pancreatic cancer’s protective shield Mercury’s surface reveals a surprisingly fiery past The secret to longer life may be hidden in bat DNA 66-million-year-old feather in dinosaur poop may reveal why birds survived the asteroid Too much light at night may quietly reshape your heartSpaceflight Now
SpaceX launches national security payload for U.S. Space Force from Vandenberg Avio launches pair of climate monitoring European spacecraft to study plants, oceans and atmospheric changes Launch preview: Avio to launch spacecraft to monitor plant health and ocean conditions SpaceX launches 700th Falcon rocket, carries final 3 O3b mPOWER satellites to orbit for SES SpaceX launches classified payload for the U.S. Space Force SpaceX launches 80th Starlink mission of 2026 SpaceX launches Starlink mission from West Coast Roman Space Telescope, NASA’s next ‘great observatory,’ launched SpaceX launches 27 Starlink satellites on Falcon 9 rocket from Vandenberg SpaceX launches Starlink mission on a Falcon booster’s record-breaking 37th flightSpace Daily
A Wisconsin family sold 173 acres at Port Washington for 10.2 million dollars, ground with a fair market value of 590,000. Developers spent at least 125 million dollars buying more than 1,500 acres around the project, and a 672-acre data center is now going up about a mile inland from Lake Michigan. A single Bitcoin transaction carried an average water footprint of about 16,000 litres in 2021 once the electricity and cooling behind it were counted — roughly 6.2 million times the water behind one credit-card swipe, and the figure rises and falls with the price of Bitcoin itself In 1949, researchers testing underwater acoustics off Bermuda lowered an early recording system into the water and kept the unexplained sounds it picked up. Seventy-seven years later they were identified as what may be the oldest preserved recording of a whale singing, made before scientists understood humpback whale song. Young fish are dropped from a small airplane over Utah’s mountain lakes, poured out of one tank divided into seven chambers so the fish fall the last stretch through open air. More than 300 lakes inaccessible by vehicle are stocked this way each year, a practice Utah has used since 1956. In 1869, a French entomologist trying to breed a hardier silkworm let a batch of moth larvae escape his Massachusetts yard. Twenty years later they had defoliated 360 square miles nearby, and the species can still strip a million acres in a single bad year. A pond in Ethiopia’s Danakil Depression has a measured salinity of 433 grams per kilogram — roughly twelve times saltier than the open ocean and saltier than the Dead Sea — sitting inside one of the hottest, most hostile landscapes on the planet In 2018, a gas pipeline company took an easement across a Virginia family’s 560-acre property on Bent Mountain. After years of fighting over compensation, the family won a $523,000 jury award—but the company kept its right to use the land. Dengue cases have fallen by about 70 percent in the parts of Singapore where the government releases mosquitoes on purpose. It breeds 5 million males a week, none of which bite, and the females they mate with lay eggs that never hatch. Five species of wrasse fish in the western Atlantic have been filmed selecting a specific rock or coral slab as an anvil, smashing shellfish against it, and switching anvils depending on the prey — the first video evidence of the behavior in the western Atlantic, extending a foraging technique already known among Indo-Pacific fish to a new ocean basin American states are holding tens of billions of dollars in forgotten bank accounts, uncashed cheques and insurance payouts, and anyone can search their name for free to see whether some of that money belongs to themSpace News
Iceye’s global presence expands to address sovereign demand Sept. 21: What Comes Next for On-Orbit Servicing? Space’s growing billion-dollar club LatConnect 60 Expands India Market Presence for SWIRSAT With NSIL Agreement and GeoSyze PartnershipMartin Fowler
Fragments: September 16 Nail the Narrative Social Media Engagement: summer 2026 Fragments: September 8 Do you even need a presentation? Bliki: Paracelsus Maxim An Accidental Blackboard Maybe We Shouldn't Be Reviewing All This Code Fragments: September 1 Making Your Data Ready for Agentic AI Fragments: August 24 Citizens Build, Agents Execute, Experts Govern Practitioner Voice: The Writing Category Nobody has Named Yet Fragments: August 18 TDD inside the agent loop - theater or actual value? 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 The test suite as a regression sensorEmbedded Artistry
Will Embedded Software Remain an Afterthought? 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”?Attack Magazine
CRSSD After Dark Returns To San Diego Next Weekend Erica Synths Bullfrog Drums: More Than a Drum Machine Normal by Proxy Brings Shared, Browser-based Jamming For Up To 8 Players XILS-lab Launches MemoryTone Software Synthesiser Denon DJ Unveils PRIME 4 G2 Ten of the Weirdest Drum Machines in 2026 Dreamtonics Completes Its Trilogy With Instrument X Yamaha Creator Pass Review: A Subscription Built For The Budding Bedroom Producer Arturia Pure SUB Review: Should Bass Synthesis Be This Easy? 5 Must-Watch Sets At CRSSD Festival Next MonthDJ 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?