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Research — August 2026

Aug 31 MIT quantum initiative launches postdoctoral fellowship program MIT News (AI) source ↗

Aug 31 TimesFM-3: a zero-shot foundation model for multivariate forecasting Google Research source ↗

Aug 31 RiskBlend: a multi-signal framework for test input prioritization in machine learning regression testing arXiv cs.LG source ↗

Aug 31 Informational antilocality and the locality bias in LLMs arXiv cs.CL source ↗

Aug 31 Actionable CBFI: integrating structural decomposition and causal counterfactual recourse for tabular machine learning arXiv cs.LG source ↗

Aug 31 Select, don't train: advantages of modular entity disambiguation with LLM-based selection arXiv cs.CL source ↗

Aug 31 SOMTab: Set-Order Mamba for efficient tabular in-context learning arXiv cs.LG source ↗

Aug 31 SafeStep: an interactive browser-based semantic communication platform for live pedestrian safety monitoring arXiv cs.LG source ↗

Aug 31 DAMP: decay-aware mixed-precision recurrent-state quantization arXiv cs.LG source ↗

Aug 31 Quantization-triggered backdoors in language models: cross-quantizer transferability and the validation–deployment gap arXiv cs.LG source ↗

Aug 31 INSPIRE: An Internalize-Then-Improve approach for example-driven mathematical reasoning arXiv cs.CL source ↗

Aug 31 Self-Explainable multi-label graph neural network for correlated evidence attribution arXiv cs.LG source ↗

Aug 31 XHotpotQA is introduced as a benchmark for cross-lingual knowledge composition in multi-hop question answering using mixed-language evidence and evidence-dependency graphs. arXiv cs.CL source ↗

Aug 31 A Deeper Analysis of Block-Sparse Featurizers arXiv cs.LG source ↗

Aug 31 First make it playable, then make it good: staged interaction learning for small dialogue-game agents arXiv cs.CL source ↗

Aug 31 Compositional failure in audio-visual LLMs: late-layer prior dominance under cross-modal conflict arXiv cs.CL source ↗

Aug 31 Unsupervised continual learning with growing self-organizing maps and synthetic replay arXiv cs.LG source ↗

Aug 31 More data cannot break a symmetry; identifiability by design arXiv cs.LG source ↗

Aug 31 Beyond non-iid: learner–client distribution mismatch in federated learning arXiv cs.LG source ↗

Aug 31 Beyond Search-Imitation: Prior-Directed Exploration for Searchless Chess arXiv cs.LG source ↗

Aug 31 DART-FL: Burst-aware multitask federated learning under dynamic inference demand at the edge arXiv cs.LG source ↗

Aug 31 Below the noise floor: bimodal seed collapse and distinct failure modes in small-model knowledge distillation arXiv cs.CL source ↗

Aug 31 Federated agentic optimization for automated EHR modeling enables cross-hospital collaboration without sharing patient-level data. arXiv cs.LG source ↗

Aug 31 PACE: Publisher-Adaptive Content Extraction via Agentic Automation arXiv cs.CL source ↗

Aug 31 OpenStamp: a watermark for open-source language models arXiv cs.CL source ↗

Aug 31 Curvature-Aware Radius Shrinkage for Adaptive Nearest Neighbor Classification arXiv cs.LG source ↗

Aug 31 UIC-AIHealth4All at ArchEHR-QA 2026 uses an answer-first pipeline for evidence grounding and answer generation in electronic health records arXiv cs.CL source ↗

Aug 31 AI writers have a consistent stylometric footprint, but AI editors do not arXiv cs.CL source ↗

Aug 31 How Do linear probes emerge? A circuit-tracing framework with concept-targeted attribution arXiv cs.CL source ↗

Aug 31 Node-wise feature encoding for neural performance prediction arXiv cs.LG source ↗

Aug 31 Emotional context alters endorsement of premature decisions by six commercial LLMs; study compares emotional vulnerability across models arXiv cs.CL source ↗

Aug 31 Fast Weight Attention for Continual Learning arXiv cs.LG source ↗

Aug 31 The calls are coming from inside the model: investigating probe-based detection of tool-calling errors in LLMs arXiv cs.LG source ↗

Aug 31 Marginal coverage credit reduces redundant exploration in parallel state-entropy optimization arXiv cs.LG source ↗

Aug 31 Survey on rubric-guided reinforcement learning for language models arXiv cs.CL source ↗

Aug 31 Using a foundation model to diagnose Alzheimer's disease from EEG data with LaBraM pretrained on 2,500 hours of EEG and a non-linear Random Forest classifier. arXiv cs.LG source ↗

Aug 31 EvoHarmBench: breaking content moderation with iterative human-like evasion arXiv cs.CL source ↗

Aug 31 Dandelion: a spherical flower for neural simulation of planetary dynamics arXiv cs.LG source ↗

Aug 31 Muon meets task interference: a spectral perspective on continual learning and model merging arXiv cs.LG source ↗

Aug 31 Synthetic linguistic agency: an embodied mortal agent learns linguistic affordances through consequential social experience arXiv cs.CL source ↗

Aug 31 Representation of syntax in LLMs analyzed with distance and entropy-based similarity measures arXiv cs.CL source ↗

Aug 31 Load-Bearing Context: The Question Damage Score for evaluating context reliance in linguistic reasoning arXiv cs.CL source ↗

Aug 31 Byte-level chunking for zero-shot transfer to low-resource languages with hierarchical byte-level architectures arXiv cs.CL source ↗

Aug 31 PersonaEdit: Representative sample selection for personalized model editing arXiv cs.CL source ↗

Aug 31 Diffusion distillation improves single-step weather ensembles by training a student to match diffusion teacher forecasts and ground truth arXiv cs.LG source ↗

Aug 31 Knowing before answering: decoding language models for reliable RAG arXiv cs.CL source ↗

Aug 31 Accelerating LLM inference via vector index based output embeddings arXiv cs.CL source ↗

Aug 31 SegBench-GC tests segmentation invariance in multi-step offline goal-conditioned reinforcement learning arXiv cs.LG source ↗

Aug 31 Initialization is critical: advancing federated short-term load forecasting under load heterogeneity via model initialization arXiv cs.LG source ↗

Aug 31 Sledgehammer or scalpel? A fine-grained adaptive framework for implicit hate speech arXiv cs.CL source ↗

Aug 31 SciReC: diagnostic evaluation of multimodal, multi-turn relational reasoning with adaptive interaction arXiv cs.CL source ↗

Aug 31 MIT project helps create Dyad 3.0, a system that designs an entire aircraft from uploaded data and design documents, says Viral Shah. MIT News (AI) source ↗

Aug 28 A single suffix to break them all: basin-aware jailbreaks for merged model families arXiv cs.LG source ↗

Aug 28 Algebraic multigrid acceleration for efficient label spreading arXiv cs.LG source ↗

Aug 28 Data Science Approaches to Evaluating Honours Candidates; proposes a modular OSINT sentiment pipeline to estimate public sentiment toward individuals using AFINN, VADER, and MINOS arXiv cs.CL source ↗

Aug 28 FIRSTPASS: a multi-domain, multi-round peer review dataset grounded in real editorial outcomes arXiv cs.CL source ↗

Aug 28 Affix cache for diffusion large language models arXiv cs.CL source ↗

Aug 28 LLMs for academic workflows: evaluation of literature reviews generated with short and long context windows of LLMs arXiv cs.AI source ↗

Aug 28 Speaking up through an embodied virtual proxy in co-located discussion; SecondVoice enables users to voice hesitant points via a mixed-reality system arXiv cs.AI source ↗

Aug 28 Agent Seer: Synthesizing scenarios from specification understanding arXiv cs.CL source ↗

Aug 28 Muon with finite Newton-Schulz: the smoothing benefit in nonsmooth nonconvex optimization arXiv cs.LG source ↗

Aug 28 Interpretable, fairly evaluated automated L2 speaking assessment that beats the single-human ceiling and why pause encoding does not change LLM fluency scores arXiv cs.CL source ↗

Aug 28 Algorithmic principles for multiclass learning are hard to come by: limits of regularization and proper learning arXiv cs.LG source ↗

Aug 28 AI revealed preferences: language models show stable task preferences in forced-choice experiments arXiv cs.AI source ↗

Aug 28 On-device energy forecasting accuracy can cause net energy loss due to inference energy and battery dynamics; paper quantifies the Accuracy-Efficiency Paradox. arXiv cs.AI source ↗

Aug 28 Relational Hypergraph Transformer (RHT) introduced as unified architecture for multi-table learning in relational data arXiv cs.AI source ↗

Aug 28 Chart2SVG converts raster charts into editable SVGs with semantic tokens; Beagle+ dataset supports robust structural recovery arXiv cs.LG source ↗

Aug 28 Reward-informed sparse autoencoders and the solution-completeness confound arXiv cs.CL source ↗

Aug 28 SAREF-based ontology for distributed AI workflows across the edge-fog-cloud continuum arXiv cs.AI source ↗

Aug 28 LLMs used to automate extraction of model-relevant information for a systematic literature review of disease spread models; study compares LLM pipeline against human SLR. arXiv cs.AI source ↗

Aug 28 Latent Diagnostic Taxonomy: a framework for constructing classifiers and diagnosing their decisions, applied to prompt injection detection arXiv cs.LG source ↗

Aug 28 Training-time explainability for multilingual hate speech detection aligns model reasoning with human rationales arXiv cs.CL source ↗

Aug 28 Arrive and Survive: Scaling Safe Goal-Conditioned Policy Learning from One-Bit Failure Signals arXiv cs.LG source ↗

Aug 28 Agents don't paginate: first-chunk selection for LLM tool responses arXiv cs.CL source ↗

Aug 28 FedCMAPSS: a benchmark for federated learning in remaining useful life estimation arXiv cs.LG source ↗

Aug 28 Subgraph filtering for fair graph neural networks arXiv cs.LG source ↗

Aug 28 Cross-platform fairness audit finds transformer models trained on a Kaggle mental health corpus underperform on Reddit and Twitter test sets arXiv cs.CL source ↗

Aug 28 DeflectBench benchmarks rhetorical fallacy generation in LLMs across deflection strategies and prompt framings arXiv cs.CL source ↗

Aug 28 Shared actors need not share critics; value mismatch across environments in parallel reinforcement learning arXiv cs.LG source ↗

Aug 28 Why current XAI is not enough for Arabic NLP: a critical survey of the explainability gap arXiv cs.CL source ↗

Aug 28 Why did my robot just change personality? Prompting guidelines for a grounded robot persona in LLM-based HRI arXiv cs.AI source ↗

Aug 28 EEG-to-Report: a browser-based annotation and feature-text framework for training language models on clinical EEG arXiv cs.AI source ↗

Aug 28 Vagdhenu: a vrutta-aware shloka-to-chant system for Sanskrit arXiv cs.CL source ↗

Aug 28 Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation arXiv cs.CL source ↗

Aug 28 Which India Survives Translation? Narrative homogenisation across Indian oral traditions in LLMs arXiv cs.CL source ↗

Aug 28 Standalone LLM and a pre-specified agentic pipeline for explaining ICU mortality predictions; a feasibility study on the eICU demo dataset arXiv cs.AI source ↗

Aug 28 Invocation-level reliability of tool-using agents; study measures correct-invocation rate distinguishing tool choice vs. argument errors across five open-weight models on multi-step tasks arXiv cs.AI source ↗

Aug 28 CG4AI: a framework to train AI models under constraints by building a convex combination of models with linear output guarantees arXiv cs.LG source ↗

Aug 28 High probability derivative bounds for random tanh neural networks on a hypercube arXiv cs.LG source ↗

Aug 28 Selection bias correction in retail inflation estimation across data-generating processes; a simulation study comparing correction methods across four scenarios arXiv cs.AI source ↗

Aug 28 Safety-gated multimodal AI backend for mental-health support Anian uses hierarchical state representation, conservative risk fusion, and controlled generation arXiv cs.AI source ↗

Aug 28 Predicting quantifiability from primary screens to prioritize dose-response profiling arXiv cs.LG source ↗

Aug 28 GROUND: Reducing hallucinations in LLM-based enterprise analytics through governed semantic definitions arXiv cs.AI source ↗

Aug 28 The Artificial Experimentalist: discovery and control of self-organizing phenomena with autotelic reinforcement learning arXiv cs.AI source ↗

Aug 28 Model can abstain from uncertain answers using its own unlabelled confidence signals arXiv cs.CL source ↗

Aug 28 Large models for battery prognostics and health management: a review and future roadmap arXiv cs.AI source ↗

Aug 28 Evaluating language models in realistic conversational contexts arXiv cs.CL source ↗

Aug 28 Diff Mining: logit differences reveal finetuning objectives arXiv cs.LG source ↗

Aug 28 TutorTrace: a dataset and taxonomy for classifying learner behavioral states during AI-assisted programming education arXiv cs.AI source ↗

Aug 28 Differentially private inference-time alignment via calibrated noise to reward scores arXiv cs.LG source ↗

Aug 28 NeoTriFuse: reliability-aware multimodal fusion for neonatal mortality risk prediction under missingness heterogeneity arXiv cs.LG source ↗

Aug 28 Recipes for steering and scaling LLMs via sampling arXiv cs.CL source ↗

Aug 28 SLM-conditioned hierarchical relation routing for labeled property graph learning arXiv cs.LG source ↗

Aug 28 Bayesian methods and Markov chain Monte Carlo algorithms for curve reconstruction and point cloud data analysis arXiv cs.LG source ↗

Aug 28 Knowledge Cards: Structured knowledge for AI systems arXiv cs.AI source ↗

Aug 28 EduRiskX: a neuro-symbolic framework with F-logic reasoning for early academic risk prediction arXiv cs.AI source ↗

Aug 28 NeuronFuzz: Safety neuron guided fuzzing for LLM safety evaluation arXiv cs.LG source ↗

Aug 28 ElementCheck: a complexity-aware framework verifies long-form outputs via sentence elements instead of uniform sub-claim decomposition arXiv cs.CL source ↗

Aug 28 Operational fingerprints of LLM cloud services learned from production incident metadata via OpEmbed arXiv cs.LG source ↗

Aug 28 A unified framework for fair and personalized decentralized learning under communication constraints arXiv cs.LG source ↗

Aug 28 Active Curriculum Refinement for Reinforcement Learning; PATH performs active learning over a curriculum graph to improve RL training arXiv cs.LG source ↗

Aug 28 AdaThinking-E: One-Token Entropy Regulation for Adaptive Thinking arXiv cs.CL source ↗

Aug 28 A task-centric ontology and deterministic domain rules provide a verifiable core for AI-assisted chemistry problem solving. arXiv cs.AI source ↗

Aug 28 PICasso: an AI-assisted framework for automated synthesis, verification, and optimization of photonic integrated circuits from natural-language specifications arXiv cs.AI source ↗

Aug 28 Refusal is not robustness: auditing confident fabrication in large language models on a provably uninformative clinical pain speech transcript arXiv cs.AI source ↗

Aug 28 Pruning binarized neural networks: a dedicated framework and globally weighted algorithms arXiv cs.LG source ↗

Aug 28 CIFQA: a deterministic tool-grounded multi-agent LLM framework for financial query answering arXiv cs.AI source ↗

Aug 28 Equitable low-carbon mobility: fairness-aware demand prediction for expanding bike-sharing systems arXiv cs.LG source ↗

Aug 28 Syntax vs. semantics: how transformers learn deep dependencies arXiv cs.CL source ↗

Aug 28 Distributed training across WANs uses an active network with multicast replication and in-line FPGAs to aggregate traffic. arXiv cs.LG source ↗

Aug 27 Researchers use AI to design proteins exploring sequence-structure diversity; five sequence-structure pairs illustrate natural and designed variants MIT News (AI) source ↗

Aug 27 Planetary prediction engine: automating global models via Earth AI Google Research source ↗

Aug 27 LLMs trained on synthetic limit order book data generate valid event sequences but fail to learn the LOB state, causing biased estimates and spurious predictability in forecasting LOB events arXiv cs.AI source ↗

Aug 27 In-Context Inpainting for Time Series Forecasting reframes forecasting as visual inpainting using large vision models. arXiv cs.AI source ↗

Aug 27 Granite.Trust policy tools: shareable, actionable policies for generative AI applications arXiv cs.AI source ↗

Aug 27 Ethical LLM-assisted research: a framework for responsible delegation, verification, and epistemic value arXiv cs.AI source ↗

Aug 27 A formal methodological framework for auditing robustness and fidelity in explainable AI: from application to trust certification arXiv cs.AI source ↗

Aug 27 Auditing the Synthetic Memoir: measuring scene-level confabulation in LLM-generated autobiography against the documented record of the life it describes arXiv cs.AI source ↗

Aug 27 RENDER: Controlling reader-facing evidence in LLM memory evaluation arXiv cs.AI source ↗

Aug 27 Survey detection channel overrides pixels in an astronomical foundation model and biases tomographic mean redshifts arXiv cs.AI source ↗

Aug 27 AgentRoom enables concurrent multi-agent coding in a CRDT-backed shared workspace arXiv cs.AI source ↗

Aug 27 Exploit more, explore smarter for budget-constrained agentic search arXiv cs.AI source ↗

Aug 27 ESQ-Bench: an Oracle-first NL2SQL benchmark with multi-tier complexity and silent-divergence evaluation for dialect generalization and enterprise schemas arXiv cs.AI source ↗

Aug 27 FLARE: a systematic, uncertainty-aware framework for evaluating the financial and operational implications of adopting artificial intelligence in healthcare arXiv cs.AI source ↗

Aug 27 How much of a measured AI preference is the model and how much is the instrument; multiple instruments disagree on the source of model preferences arXiv cs.AI source ↗

Aug 27 Function-level execution feedback for code preference optimization arXiv cs.AI source ↗

Aug 27 Generating biomedical fact-checking reports with RL-enhanced agentic search arXiv cs.AI source ↗

Aug 27 Automata from agent traces: failure and next-step prediction arXiv cs.AI source ↗

Aug 27 Autonomous mathematical discovery in an open-world multi-agent environment arXiv cs.AI source ↗

Aug 27 Gated activation steering reduces sycophancy and hallucination in medical question answering arXiv cs.AI source ↗

Aug 27 TRACE: Transition-Aware Residual Control for Multi-Objective Materials Discovery arXiv cs.AI source ↗

Aug 27 LLM agents perform controlled experiments using simulation models arXiv cs.AI source ↗

Aug 27 Serving masked diffusion LLMs: characterization under real concurrent load and design principles for deployment arXiv cs.AI source ↗

Aug 27 The frame kernel method for multiscale operator learning arXiv cs.LG source ↗

Aug 27 Changing geometry of grammar: dimensionality and neighborhood reorganization across transformer layers arXiv cs.CL source ↗

Aug 27 Understanding energy scaling of large language model inference across context lengths and attention architectures arXiv cs.LG source ↗

Aug 27 SelfGraphRAG: bridge the supervision gap in graph-based RAG with synthetic QA generation arXiv cs.CL source ↗

Aug 27 MTDiag: a multi-turn diagnostic dataset for clinically meaningful LLM evaluation arXiv cs.CL source ↗

Aug 27 Resource-Efficient pruning for transformer via low-rank importance estimation arXiv cs.LG source ↗

Aug 27 CAT-GS: Balanced multimodal learning via calibrated gating and fusion arXiv cs.LG source ↗

Aug 27 Groundhog bit-flip attack: seeding infinite generation loops in mixture-of-experts LLMs through bit flips arXiv cs.CL source ↗

Aug 27 GUIDE: Generative unsupervised Chinese query correction via phonetic and visual shared-ID encoding arXiv cs.CL source ↗

Aug 27 Dynamic Influence-Weighted Distillation for single-IMU activity recognition using a four-IMU teacher to train a right-arm IMU student arXiv cs.LG source ↗

Aug 27 Modeling pragmatic representations of conversations improves cross-domain derailment forecasting in low-data settings arXiv cs.CL source ↗

Aug 27 BanglaMamba: exploring state space models for Bangla fake news detection arXiv cs.CL source ↗

Aug 27 HealthBench-Psych: a mental health subset of OpenAI's HealthBench arXiv cs.CL source ↗

Aug 27 Why and when neural networks improve local approximation in optimization arXiv cs.LG source ↗

Aug 27 Dialect tax: dialectal biases persist across the language modeling pipeline arXiv cs.CL source ↗

Aug 27 Behind the mask: disentangling representation and faithfulness in DAPF-based dementia detection arXiv cs.CL source ↗

Aug 27 Unsupervised post-training of foundation models: a survey arXiv cs.CL source ↗

Aug 27 Does fine-tuning undo activation steering? Behavioral recovery without weight-edit reversal. arXiv cs.CL source ↗

Aug 27 GreenLeaf Law Embed Tiny achieves competitive performance with a 0.6B parameter embedding model for legal domain retrieval arXiv cs.LG source ↗

Aug 27 DemMo: longitudinal and cross-disease modelling of digital mobility outcomes via multi-task learning. arXiv cs.LG source ↗

Aug 27 D$^3$-MOPD: adaptive dynamic domain scheDuling for efficient multi-teacher distillation arXiv cs.LG source ↗

Aug 27 Study predicts that grounding scientific prose in structured statistical results improves cross-run reproducibility; to be validated by arXiv paper 2608.25336v1 arXiv cs.CL source ↗

Aug 27 AFDBench: a reasoning-first AI meteorologist generates Area Forecast Discussions using WeatherNext 2 data; first benchmark for evaluating generative meteorological reasoning arXiv cs.LG source ↗

Aug 27 When does frequency decomposition benefit physics-informed neural networks? a preliminary ablation study arXiv cs.LG source ↗

Aug 27 Padamitra: grounded glossary generation for classical Sanskrit arXiv cs.CL source ↗

Aug 27 DataKernelBench: LLMs optimize database queries on GPUs by translating SQL to TorchPlan programs arXiv cs.CL source ↗

Aug 27 AI-based structured interference rejection with a Finite Scalar Quantization tokenizer layer improves interference suppression; arXiv 2608.24974v1 arXiv cs.LG source ↗

Aug 27 Belief cascades drive persuasion in LLM agent networks. arXiv cs.CL source ↗

Aug 27 A Primer on Computational Semantics for Artificial Intelligence Systems arXiv cs.CL source ↗

Aug 27 Flower Hub: a reproducible benchmarking platform for federated learning in simulation and deployment arXiv cs.LG source ↗

Aug 27 Relieving RAG bottlenecks via evidence frontloading and pressure-adaptive budgeting arXiv cs.CL source ↗

Aug 27 Von-Neumann state-space transformer for neural decoding arXiv cs.LG source ↗

Aug 27 MacroAgent: Regularity-aware macro legalization with LLM-agent-designed contour algorithms arXiv cs.LG source ↗

Aug 27 Routed Graph Handoff: adaptive format selection for multi-agent LLM delegation arXiv cs.CL source ↗

Aug 27 MSR-IVA: Masked Structural Residual Independent Vector Analysis for state-aware fusion of structural MRI and dynamic functional network connectivity arXiv cs.LG source ↗

Aug 27 Short horizons and sparse concepts: a mathematical view of the readout in the J-lens arXiv cs.CL source ↗

Aug 27 Multi-modal anomaly detection: a survey arXiv cs.LG source ↗

Aug 27 GRAPE: Gradient refinement and progress-aware exploitation for query-efficient high-dimensional Bayesian optimization arXiv cs.LG source ↗

Aug 27 Detection != Reliable Control: Decodable empathy directions yield at most partial shifts in automated empathy scores arXiv cs.CL source ↗

Aug 27 Representational geometry of dynamic programs described as shortest paths on DAGs, tropical polynomials, and Newton polyhedra isomorphic as semirings arXiv cs.LG source ↗

Aug 27 The imperfective paradox is not necessarily in large language models; a benchmark failure before a model failure suggests conceptual and evaluation issues in reexamining the task. arXiv cs.CL source ↗

Aug 27 FAMPWQ: Fisher information-based adaptive mixed-precision weight quantization for effective LLM inference arXiv cs.LG source ↗

Aug 27 NVExplain: Explaining time series forecasting with latent trajectory analysis and structure-preserving surrogates arXiv cs.LG source ↗

Aug 27 ExFold: unified expert folding for training-free MoE prefill-decode acceleration arXiv cs.LG source ↗

Aug 27 From memorization to absorption: mixed-policy RL for continual knowledge injection arXiv cs.CL source ↗

Aug 27 Semantic variability of replies across LLMs; implications for designing conversation-based assessment arXiv cs.CL source ↗

Aug 27 Rollout-Decoded Reconstruction for long-horizon prediction in latent world models arXiv cs.LG source ↗

Aug 27 Towards reliable, generalizable, and specific in-context knowledge editing via multi-objective reinforcement learning arXiv cs.AI source ↗

Aug 27 PhaseShift harmonizes heterogeneous traffic trajectories into a shared representation and trains a reusable backbone for topology-aware data consolidation across signalized intersections arXiv cs.AI source ↗

Aug 27 CVE-SAI: Counterfactual Visual Evidence-Guided Selective Attribute Indexing for risk-controlled e-commerce search arXiv cs.AI source ↗

Aug 27 Measurement-budget allocation in quantum learning with finite-shot generalization guarantees arXiv cs.AI source ↗

Aug 27 Federation is nearly free, reasoning is not: tradeoffs for AI co-scientists in protein characterization workflows arXiv cs.AI source ↗

Aug 27 Retrieve, match, escalate: accurate and scalable product linking with VLM-distilled cross-encoders and agentic VLMs arXiv cs.AI source ↗

Aug 27 LLM-driven, datasheet-aware framework for early-stage hardware compatibility verification identifies documentation-level interface incompatibilities from datasheets and connectivity descriptions arXiv cs.AI source ↗

Aug 27 SIMGUIDE: procedurally grounded multi-context representations for personalized agent planning arXiv cs.AI source ↗

Aug 27 FLARE: verifying MILP reformulations with LLM-based theorem proving arXiv cs.AI source ↗

Aug 27 VLM-based automatic multi-granularity graph representation of building layouts for design informatics arXiv cs.AI source ↗

Aug 27 PostgreSQL-native graph RAG engine for retrieval-augmented generation using graph-based retrieval arXiv cs.AI source ↗

Aug 27 Solving robust POMDPs with omega-regular objectives via partially observable stochastic games arXiv cs.AI source ↗

Aug 27 Hierarchical MoE for multi-modal ILD diagnosis arXiv cs.AI source ↗

Aug 27 Natural Language Input, semantic track representation, and LLM inference: making the Maritime Information Exchange Model tractable arXiv cs.AI source ↗

Aug 27 AI-powered mental health chatbots in Africa: a systematic review and culturally adaptive framework arXiv cs.AI source ↗

Aug 27 PhysElite: evaluating how far LLMs are from solving olympiad-level physics problems arXiv cs.AI source ↗

Aug 27 FrontierChallenge evaluates 300 end-to-end scientific workflows; authors release and evaluate 97 tasks across multiple domains arXiv cs.AI source ↗

Aug 27 Reliable LLM-powered decision engines for large-scale supply chain operations: architecture, safety, and performance guarantees arXiv cs.AI source ↗

Aug 27 Tunable tool-call rates in LLM agents via representation steering arXiv cs.AI source ↗

Aug 27 Account consistency from gameplay traces: same-player verification in Counter-Strike 2 arXiv cs.AI source ↗

Aug 27 Auto-Policy, not Auto-Skill: Compiled Agent Skills for the Physical World arXiv cs.AI source ↗

Aug 27 FuzzingBrain-Bench V1 evaluates open-ended bug discovery by LLMs arXiv cs.AI source ↗

Aug 27 SimVerity evaluates how well simulated agent success transfers to physical deployment by replaying scenarios on target smart home deployments and cross-validating with physical witnesses. arXiv cs.AI source ↗

Aug 27 LifePlanner benchmarks LLM agents for geo-spatial planning using map data enriched with large-scale local social media posts. arXiv cs.AI source ↗

Aug 26 GlucoFM: foundation model for continuous glucose monitoring Google Research source ↗

Aug 26 AI helps design materials with improved real-world stability, says Mingda Li. MIT News (AI) source ↗

Aug 26 Giga-Embeddings: a sparse 10B-parameter Mixture-of-Experts encoder achieves the strongest aggregate performance across English, Russian, multilingual, and code benchmarks in the family. arXiv cs.CL source ↗

Aug 26 Slopsquatting risks from package name hallucinations in local coding LLMs pose supply chain concerns; a two-layer detector is proposed to counter the issue. arXiv cs.CL source ↗

Aug 26 Renormalization group flow matching for scalable local generative modeling arXiv cs.LG source ↗

Aug 26 Revelation Control: selecting priced interventions that reveal hidden state only if the revealed distinctions can change a consequential decision, with applications to learning systems arXiv cs.LG source ↗

Aug 26 The loss floor of denoising score matching: Fisher geometry from Schrödinger bridges arXiv cs.LG source ↗

Aug 26 Minimal responses in counseling dialogues improve perceived listening; study analyzes behavior of LLMs arXiv cs.CL source ↗

Aug 26 Partial optimal transport on the circle computes the optimal transport cost for all transported masses in O(N log N) arXiv cs.LG source ↗

Aug 26 Equivariant cellular sheaves for molecular electronic structure; bridging sheaf cohomology and E(3)-equivariant Hamiltonian learning arXiv cs.LG source ↗

Aug 26 The limits of automatic evaluation of creativity in large language models arXiv cs.CL source ↗

Aug 26 A theory of speciation in generative diffusion models on compact Riemannian manifolds arXiv cs.LG source ↗

Aug 26 SAGE: From direct answering to evidence-grounded inference for Chinese ancient document understanding arXiv cs.CL source ↗

Aug 26 MC-CXR: a multi-context chest X-ray benchmark for context-induced disruption in vision-language models arXiv cs.CL source ↗

Aug 26 FlowNeg: a GFlowNet-guided approach for diverse hard negative sampling in knowledge graph embedding arXiv cs.LG source ↗

Aug 26 MemUse: moving memory evaluation from direct QA to natural integration in long-term human-AI conversation arXiv cs.CL source ↗

Aug 26 Episodic memory helps close the lexical frequency gap in sensitivity to syntactic contrasts in retrieval-augmented language models. arXiv cs.CL source ↗

Aug 26 Data predictability shapes Weibull weight-scale growth in transformer training arXiv cs.LG source ↗

Aug 26 Calibration-preserving pruning: compression as a reliability contract arXiv cs.LG source ↗

Aug 26 Mitigating exploration bias in RL for multi-instruction following arXiv cs.CL source ↗

Aug 26 FireRedAudio: a general-purpose audio language model with decoupled continuous representations for understanding and generation arXiv cs.CL source ↗

Aug 26 Curved Inference II: Sleeper Agent Geometry — Extending interpretability beyond probes arXiv cs.CL source ↗

Aug 26 Generating intervention hypotheses using explainable explanations on graphs: G2I, a two-stage greedy framework arXiv cs.LG source ↗

Aug 26 Taming visual neglect: a variational information bottleneck framework for adaptive attention in multimodal in-context learning arXiv cs.CL source ↗

Aug 26 PuzzleKV reduces KV cache memory with page-wise low-rank decomposition for compression. arXiv cs.LG source ↗

Aug 26 What Reaches expert review? representation, structural screening, and candidate-form dependence in AI-assisted item development arXiv cs.CL source ↗

Aug 26 Every Layer Counts: An exponential L2 depth hierarchy for ReLU networks arXiv cs.LG source ↗

Aug 26 AQLoRA: Adaptive-Quantization LoRA speeds up quantized fine-tuning by a single-pass, no-search method that ranks layers by NF4 reconstruction error and keeps top-K in fp16 under memory budget. arXiv cs.LG source ↗

Aug 26 Partition-aware reasoning with structured evidence for scalable table understanding arXiv cs.CL source ↗

Aug 26 Tight majorizations and convergence rates of nuclear norm minimization IRLS arXiv cs.LG source ↗

Aug 26 TrustDABench evaluates reliability and robustness of LLMs for structured data analysis arXiv cs.CL source ↗

Aug 26 From causal plausibility to causal reliability: evaluating LLMs as calibrated direct causal-edge classifiers arXiv cs.LG source ↗

Aug 26 Investigating knowledge transfer across interactive dialogue games arXiv cs.CL source ↗

Aug 26 Discovering cross-language reasoning invariance in LLMs with geometry-invariant sparse autoencoders arXiv cs.LG source ↗

Aug 26 GAP-Prompt: Gated Adaptive Prompting for Efficient Continual Learning arXiv cs.LG source ↗

Aug 26 ADE: Agentic Data Evolution Framework for Human-Centered Objectives arXiv cs.CL source ↗

Aug 26 GATNextHop: a GAT for shortest path routing with cross-topology generalization arXiv cs.LG source ↗

Aug 26 Mixture of channel experts: static sparse supports with input-adaptive mixing for pointwise projections arXiv cs.LG source ↗

Aug 26 Beyond static and linear: what attention constraints best fit human reading times? arXiv cs.CL source ↗

Aug 26 Disentangled Skill Representations for Predictive Human Modeling arXiv cs.LG source ↗

Aug 26 From preferences to principles: rubric-based alignment for grounded knowledge answers arXiv cs.CL source ↗

Aug 26 Bandit-driven prompt selection for low-cost LLM essay scoring reduces inference costs in AES by adapting prompts via a multi-armed bandit controller arXiv cs.LG source ↗

Aug 26 When Youth Enter The Chat: an epistemic shift in validating LLM-based measures of student talk arXiv cs.CL source ↗

Aug 26 Speculative decoding for batch inference of LLM agents; performance degrades at large batch sizes, authors propose a systema-? (trim to core finding) arXiv cs.CL source ↗

Aug 26 UHI-Bench benchmarks dual-source urban heat island modeling across cities in diverse climate regimes arXiv cs.LG source ↗

Aug 26 MnemoDyn: learning resting state dynamics from 40k fMRI sequences arXiv cs.LG source ↗

Aug 26 Contextual embedding evidence shows main–light verb distinctions in Urdu across 1,126 sentences using UrduBERT, DunbaaBERT, and multilingual BERT. arXiv cs.CL source ↗

Aug 26 From triage to discharge: a survey of NLP tasks, methods, and open challenges in the emergency department arXiv cs.CL source ↗

Aug 26 CoDrift: Compositional drifting for offline reinforcement learning arXiv cs.LG source ↗

Aug 26 Response renormalization for critical deep equilibrium models arXiv cs.LG source ↗

Aug 26 Inter-dimension dependence for multi-dimensional evaluation of open-ended text arXiv cs.CL source ↗

Aug 25 No One Model Catches Every Harm: Benchmarking Content Moderation Across Safety Scenarios arXiv cs.CL source ↗

Aug 25 Mitigating database leakage in RAG systems with keyword-grounded fact substitution; arXiv paper proposes defense through context reformulation (KFS-RAG) to reduce information leakage arXiv cs.CL source ↗

Aug 25 Evidence-state reliability under controlled degradation; parser-validity divergence in a multi-stage LLM pipeline arXiv cs.CL source ↗

Aug 25 Robust lightweight deep learning models for oral cancer screening arXiv cs.AI source ↗

Aug 25 AI learning and conceptual transfer in the Game of Hidden Rules arXiv cs.AI source ↗

Aug 25 Congruence decomposition with neural block solvers for large-scale PCI assignment arXiv cs.LG source ↗

Aug 25 Can LLMs truly forget? Revealing unlearning gaps through adversarial evaluation arXiv cs.CL source ↗

Aug 25 Large language models struggle to comprehend poetic logic in modern Chinese poetry arXiv cs.CL source ↗

Aug 25 Federated ensemble forecasting under supply-chain market volatility arXiv cs.LG source ↗

Aug 25 KAN-Robust-Bench: a benchmark for evaluating the robustness of Kolmogorov-Arnold networks arXiv cs.LG source ↗

Aug 25 KVBoost enables chunk-level key-value cache reuse with deviation-guided recomputation for efficient large language model inference; reduces prefill latency in HuggingFace-compatible decoders. arXiv cs.AI source ↗

Aug 25 Composable trust infrastructure for manufacturing knowledge graphs enables cross-system provenance, temporal reasoning, and decision traceability arXiv cs.AI source ↗

Aug 25 Evaluation awareness in language models: representation, verbalization, and control arXiv cs.CL source ↗

Aug 25 Selection of Heart Sound Segments for synchronous classification of multi-channel heart sounds arXiv cs.LG source ↗

Aug 25 ChemDIRT: a diversified benchmark for robust chemistry-LLM evaluation arXiv cs.LG source ↗

Aug 25 Spyre-accelerated retrieval-augmented generation on IBM LinuxONE for secure, high-throughput enterprise AI inference arXiv cs.AI source ↗

Aug 25 Semantic compression trees enable hierarchical knowledge retrieval using semantic residuals arXiv cs.AI source ↗

Aug 25 Tokenization overhead in Cyrillic AI systems: Ukrainian shows 68-121% overhead on modern tokenizers and 220% on the best-performing tokenizer across nine tokenizers and five languages. arXiv cs.CL source ↗

Aug 25 Reviewing model collapse and countermeasures arXiv cs.AI source ↗

Aug 25 Agentic AI for safety-critical multi-drone systems: challenges and opportunities arXiv cs.AI source ↗

Aug 25 Distinguishing revision and delayed elaboration in incremental narrative interpretation arXiv cs.CL source ↗

Aug 25 LitReview Arena evaluates literature review agents with a battle-style peer review platform arXiv cs.AI source ↗

Aug 25 MCite-RL: toward reliable multimodal RAG via citation-enhanced agentic reinforcement learning arXiv cs.CL source ↗

Aug 25 Evaluating multimodal narrative understanding of popular Hollywood films arXiv cs.AI source ↗

Aug 25 Federated continual learning as a distributed drift-plus-penalty control problem arXiv cs.LG source ↗

Aug 25 Retrieval-grounded robot program generation and simulation-based correction via Model Context Protocol arXiv cs.AI source ↗

Aug 25 SchemaRouter: Field-aware tool routing for efficient heterogeneous agentic RAG arXiv cs.AI source ↗

Aug 25 Reading the Room: Implicit Confusion Encoding in Recurrent World Model States arXiv cs.LG source ↗

Aug 25 Reaching the tail: calibration diversity drives conformal coverage under data scarcity arXiv cs.LG source ↗

Aug 25 Beyond Sparse Weights: When Is Attention Compressible? arXiv cs.LG source ↗

Aug 25 Training a knowledge base: supervised structure learning for agent-curated document stores arXiv cs.CL source ↗

Aug 25 Exact certification limits for iid best-of-N search in AI validation arXiv cs.LG source ↗

Aug 25 Social media analysis compares pro-Israel and pro-Palestine discourse on Telegram across 87,617 messages from sixteen channels arXiv cs.CL source ↗

Aug 25 Runtime action interference for AI control of AlphaStar in StarCraft II arXiv cs.LG source ↗

Aug 25 A reproducible, license-aware distillation recipe for CPU-deployable safety classification arXiv cs.AI source ↗

Aug 25 Convergence in science, divergence in religion: calibrated framing differences across Wikipedia's language editions arXiv cs.CL source ↗

Aug 25 Let Credit Follow Computation: Architecture-aware credit transport for large language model reinforcement learning arXiv cs.AI source ↗

Aug 25 FCPRAG: Fusion-Controller Parametric Retrieval-Augmented Generation for stable multi-passage LoRA injection arXiv cs.CL source ↗

Aug 25 Anchoring bias: a persistent fairness backdoor attack against MLLMs under continual learning arXiv cs.LG source ↗

Aug 25 Loss-Parameterized Fisher width along learning trajectories arXiv cs.LG source ↗

Aug 25 Model of Models: when does emitting a specialist beat adapting, tuning, or attending? arXiv cs.LG source ↗

Aug 25 On the role of citations in preference data arXiv cs.CL source ↗

Aug 25 Quantifying geographic domain shift to decouple the geospatial transferability of human mobility flow generation models arXiv cs.AI source ↗

Aug 25 Agentic scaffolding amplifies sycophantic behavior in large language models arXiv cs.CL source ↗

Aug 25 GeoQ: Geometry-Aware conditional quantile error estimation for scientific surrogate models arXiv cs.LG source ↗

Aug 25 CoreSec: a production RCA system for datacenter networks using a PAM-style abstention algebra to yield deterministic decisions from telemetry agents arXiv cs.AI source ↗

Aug 25 AIREP protocol records governance decisions of AI runtimes as signed objects; it logs each released, blocked, deferred, redacted, or escalated output with input/output references and evidence hashes. arXiv cs.AI source ↗

Aug 25 Enhanced artificial neural networks using QHAdamW in air quality forecasting arXiv cs.AI source ↗

Aug 25 Forgotten in weights, recovered by tools: agentic tool unlearning for LLM agents arXiv cs.CL source ↗

Aug 25 FrugalSOT: Frugal search over the models for on-device NLP inference arXiv cs.LG source ↗

Aug 25 Learning an unknown linear order with up to k false counterexamples per round arXiv cs.LG source ↗

Aug 25 More computational resources do not guarantee higher scholarly impact, according to an analysis of 13,921 ACL, EMNLP, and NAACL main-conference papers from 2020–2025 assessing reported GPU resources. arXiv cs.CL source ↗

Aug 25 Multimodal injury risk and performance prediction in tennis using weighted ensemble learning arXiv cs.LG source ↗

Aug 25 Wazobia Eval benchmarks Nigerian Pidgin emotion understanding, sarcasm detection, and cultural reasoning arXiv cs.CL source ↗

Aug 25 KSE-Web analyzes hybrid retrieval and LLM-assisted query expansion for Khmer semantic search in a low-resource setting arXiv cs.CL source ↗

Aug 25 Class-conditioned Gaussian mixture quantifier for imbalanced time series quantification (CC-GMNet-TS) unfolds a Transformer-based feature extractor to estimate class prevalences arXiv cs.LG source ↗

Aug 25 CyrillicQA: the influence of phonetically encoded secret language on LLM performance arXiv cs.CL source ↗

Aug 25 Automating multi-hop RAG evaluation via TRIAD: from context extraction to validated dataset generation arXiv cs.CL source ↗

Aug 25 Subzero matrix completion for sparse data analysis: large-scale learning of latent low-rank structure arXiv cs.LG source ↗

Aug 25 RIACT: a responsible AI system for personalized study habit tracking and early burnout signal detection in university students arXiv cs.AI source ↗

Aug 25 Generate in the Chart, Not on the Boundary: Function-Symbol Grounding for Hard Constraints in LTN-GANs arXiv cs.AI source ↗

Aug 25 Lexical coupling in GUI element grounding: sentence embeddings track labels across mobile and web arXiv cs.CL source ↗

Aug 25 Agentic security: a systematization of tools, failure modes, and design laws for LLM-driven penetration testing arXiv cs.CL source ↗

Aug 25 K-Bench: evaluating model performance on real, underspecified scientific agent requests from live user traffic arXiv cs.AI source ↗

Aug 25 Hate speech classification in Roman Urdu: a comparative study on parameter-efficient fine-tuning and prompt engineering arXiv cs.AI source ↗

Aug 25 LëtzCross: a cross-lingual page-level benchmark for multimodal retrieval over Luxembourgish documents arXiv cs.CL source ↗

Aug 25 Power-performance characterization of TinyML systems on microcontrollers across models, libraries, OS, and hardware architectures arXiv cs.LG source ↗

Aug 25 ChequeMark: an ensemble machine learning framework for after-hours business deposit fraud detection arXiv cs.LG source ↗

Aug 25 Software frameworks for explainable AI in time series classification: a systematic review arXiv cs.AI source ↗

Aug 25 There is no neutral harness: modern LLM leaderboards are affected by harness sensitivity in item variance arXiv cs.AI source ↗

Aug 25 Predicting early functional decline from longitudinal laboratory and vital sign trajectories in a large All of Us cohort arXiv cs.LG source ↗

Aug 24 MIT engineers develop a tool to generate realistic extreme events and worst-case scenarios without relying on prior extreme events. MIT News (AI) source ↗

Aug 24 BF1: A deterministic block-aligned dyadic sparse-attention retrofit for efficient long-context transformers arXiv cs.LG source ↗

Aug 24 Amortized bandwidth learning for kernel density estimation under logarithmic score arXiv cs.LG source ↗

Aug 24 Hadith computational science in the age of large language models: a critical narrative review arXiv cs.CL source ↗

Aug 24 C-Score: robust assessment for semi-supervised learning under open-world unlabeled contamination arXiv cs.LG source ↗

Aug 24 Dual-cache latent space communication between heterogeneous language models arXiv cs.AI source ↗

Aug 24 Decoupled vision-language system for multimodal understanding and generation arXiv cs.CL source ↗

Aug 24 Environmental Slow AI: design principles for generative systems prioritize environmental sustainability arXiv cs.AI source ↗

Aug 24 TriPLU: bypassing the gate with direct trilinear product FFNs in tiny language models arXiv cs.CL source ↗

Aug 24 Who Do Language Models Think Is Competent? A Mechanistic Analysis of Occupational Bias arXiv cs.CL source ↗

Aug 24 Nexus proposes depth-adaptive KV-Cache splicing and retrieval-decoupled tool routing for agentic LLMs on unified memory arXiv cs.AI source ↗

Aug 24 FlavourBench ranks frontier language models using executable culinary ground truth arXiv cs.AI source ↗

Aug 24 Toward auto-research: mining falsifiable research ideas from paper knowledge graphs with categorical structure arXiv cs.CL source ↗

Aug 24 Reinforcement learning approach uses physiological and environmental sensing for personalised thermal comfort and adaptive thermal intervention arXiv cs.LG source ↗

Aug 24 Mutual information and sensitivity analysis for feature selection in customer targeting: a comparative study arXiv cs.LG source ↗

Aug 24 Trilingual topic modeling of Sri Lankan parliamentary debates arXiv cs.CL source ↗

Aug 24 Who delegates to AI? Evidence from 53,000 agent configurations arXiv cs.AI source ↗

Aug 24 Shared physics responses recover hidden rankings in neural operator libraries arXiv cs.LG source ↗

Aug 24 Structurally indirect prerequisite eviction causes pre-retrieval failure under budget pressure in agentic memory, evicting upstream blocks misaligned with the query. arXiv cs.AI source ↗

Aug 24 Wrong-physics backdoors in neural PDE operators arXiv cs.LG source ↗

Aug 24 Research Paper Quality Recognition Through Textual Feature Analysis; arXiv paper evaluates classifying papers as good or non-good using only titles and abstracts with textual embeddings arXiv cs.CL source ↗

Aug 24 VA-DPO: Valence-Arousal Direct Preference Optimization for controllable emotion generation in language models arXiv cs.CL source ↗

Aug 24 Survey on foundations and frontiers of multimodal agentic frameworks: techniques and applications arXiv cs.AI source ↗

Aug 24 When vocabulary comprehension fails clinical reasoning: evaluating therapy bots’ safety risks for generation alpha arXiv cs.CL source ↗

Aug 24 Representation Affects Retrieval: a case study of skill discovery and routing in a multimodal agent harness arXiv cs.AI source ↗

Aug 24 Bern2Edge: a neurosymbolic compiler for edge deployment via Bernstein Polynomial Networks arXiv cs.LG source ↗

Aug 24 Prompt lexical sensitivity in large language models: a large-scale mechanistic analysis of 132,000 prompt variants reveals a scaling law of prompt stability arXiv cs.CL source ↗

Aug 24 ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models arXiv cs.CL source ↗

Aug 24 StateSight benchmarks latent spatial-state reconstruction in vision-language models arXiv cs.AI source ↗

Aug 24 Structured persona extraction improves LLM-based digital twins beyond raw transcripts arXiv cs.CL source ↗

Aug 24 Provable edge-of-stability for Adam on a one-dimensional quadratic arXiv cs.LG source ↗

Aug 24 Self-speculation for faster reasoning models arXiv cs.CL source ↗

Aug 24 GRAFT: Adaptive DLM-based draft tree construction with target-distilled edge scoring arXiv cs.CL source ↗

Aug 24 Ambiguity taxonomy for evaluating large language model performance on clinical registry abstraction; a multi-site prospective study arXiv cs.CL source ↗

Aug 24 Volumetric radiology AI in the era of multimodal large language models arXiv cs.AI source ↗

Aug 24 Open-Weight Masked Introspection finds eight open-weight models cannot reliably report on whether their internal computation was altered arXiv cs.AI source ↗

Aug 24 Geometric regularization for long-tailed semi-supervised learning via Gaussian feature bridges arXiv cs.LG source ↗

Aug 24 SDAD: Spec-Driven Agentic Development for the AI-Native SDLC arXiv cs.AI source ↗

Aug 24 RiskTraf: risk-extrapolated residual learning for multi-variate traffic flow prediction arXiv cs.LG source ↗

Aug 24 Metag: a dataset to accelerate the development of meta-reviewing agents arXiv cs.LG source ↗

Aug 24 Interpretable multimodal classification with linear discriminant tree ensembles arXiv cs.AI source ↗

Aug 24 Consilience: conformally calibrated communication control for hidden-profile multi-agent reasoning arXiv cs.AI source ↗

Aug 24 Meta-clustering of milk mid-infrared spectra reveals dairy cow groups linked to negative energy balance in early lactation arXiv cs.LG source ↗

Aug 24 Truth lies deep: countering semantic camouflage via latent intent verification arXiv cs.AI source ↗

Aug 24 Learning exact NVIDIA SASS encoders with F2Asm trained from disassembly and CUBIN words arXiv cs.LG source ↗

Aug 24 Bankruptcy prediction using hybrid resampling and stacking ensembles with explainable AI for imbalanced data in Taiwan dataset arXiv cs.LG source ↗

Aug 24 Multilingual verifier bias in RLVR: benchmark, rollout diagnosis, and the cross-lingual selection bottleneck arXiv cs.CL source ↗

Aug 24 AgentDecarbonizer: carbon-aware execution for AI agents arXiv cs.LG source ↗

Aug 24 Categorical AI phenomenology: A first-person approach arXiv cs.AI source ↗

Aug 24 Approximate homomorphisms and convergent representations in transducers arXiv cs.LG source ↗

Aug 24 PrimeAgentOrchestrator spawns Claude Code agents pre-loaded with memories from user databases for personal AI infrastructure arXiv cs.AI source ↗

Aug 24 Learning with monotone corruptions beyond binary classification: clean data can hurt performance arXiv cs.LG source ↗

Aug 24 Terminal agents: a survey of AI agents in command-line environments arXiv cs.AI source ↗

Aug 24 Inhibitory attention for clinical long-context reasoning: characterizing and mitigating lost-in-the-middle effects in EHR processing arXiv cs.CL source ↗

Aug 24 Graph-JEPA learns the wrong thing: diagnosing and repairing category-conditional collapse arXiv cs.LG source ↗

Aug 24 Stored in optimizer state, subliminal trait transfer persists through training; a causal account explains how teacher signals survive source removal and influence later updates arXiv cs.LG source ↗

Aug 24 Agentic continuous evaluation of skills assesses whether enterprise capability packages help live agents complete tasks under the same model, sandbox, and grading policy arXiv cs.AI source ↗

Aug 24 Faults that fortify: CNN adversarial robustness via GPU undervolting arXiv cs.LG source ↗

Aug 24 ASTAR automates the induction of standardized radiology reporting templates from large-scale clinical free-text corpora arXiv cs.CL source ↗

Aug 24 STCO: Conditional Neural Operators for time-dependent PDEs arXiv cs.AI source ↗

Aug 24 When do LLMs replace fine-tuned NLU? A decision framework for intent detection in production conversational systems arXiv cs.CL source ↗

Aug 24 Difficulty-aware semantic-id optimization for generative recommendation improves alignment between autoregressive generation and tree-structured item identifiers arXiv cs.AI source ↗

Aug 24 FL-MAESTRO introduces multi-agent LLM orchestration for resource-constrained federated learning arXiv cs.AI source ↗

Aug 24 TH-GNN: heterogeneous temporal graph neural networks for LLM-agent shilling attack detection arXiv cs.CL source ↗

Aug 24 Machine learning and ARIMA model averaging for adaptive public health forecasting: Ontario COVID-19 case study arXiv cs.LG source ↗

Aug 24 Explanatory audit finds stereotype-triggered leakage of personal information in a synthetic-English RAG probe; four cultures sampled and five query arms assessed for STLD arXiv cs.CL source ↗

Aug 24 World models of environment, agent and joint agent-environment systems arXiv cs.AI source ↗

Aug 24 Decision Tree and K-Means analysis of Raman spectra for edible oils using a physics-informed AI approach. arXiv cs.LG source ↗

Aug 24 EditPPT: Faithful long-deck slide editing via structured tool-using multi-agent with dual-modal validators arXiv cs.CL source ↗

Aug 24 Lightweight Adaptive ReduNet via hyperspherical manifold learning arXiv cs.LG source ↗

Aug 24 A temporal planning approach for intelligent flood response arXiv cs.AI source ↗

Aug 24 Reinforcement learning for continuous-time jump Markov decision processes with applications to network dynamic pricing arXiv cs.LG source ↗

Aug 24 OneModel internalizes business workflows to replace modular pipelines in real-world silicon concierge training arXiv cs.CL source ↗

Aug 24 The Divergence Hypothesis: Unmasking lexical interference and label bias in mental health NLP arXiv cs.CL source ↗

Aug 24 Lost in translation: universal ethical values fail to translate across global AI contexts arXiv cs.AI source ↗

Aug 21 AI tool prioritizes candidate biomarkers from wearables data Google Research source ↗

Aug 21 MAS failures stem from concurrency control issues in LLM-based systems; long inference windows amplify stale reads and lost updates arXiv cs.AI source ↗

Aug 21 AI leaderboards underrepresent the Global South; a case study from India argues governance and design flaws hinder regional relevance. arXiv cs.AI source ↗

Aug 21 Collusion risks from AI reasoning agents justify certification for market-decision making arXiv cs.AI source ↗

Aug 21 Behavioral systems require behavioral tests for evaluation, researchers argue in arXiv paper 2608.18081 arXiv cs.AI source ↗

Aug 21 RDFdL: integrating RDF with Differential Dynamic Logic arXiv cs.AI source ↗

Aug 21 Metamorphic artificial age score decision-support prototype for flight-log-based drone propeller health monitoring developed using 2024 DronePropA flight logs. arXiv cs.AI source ↗

Aug 21 Redakto introduces incognito tab for LLMs to protect privacy in EU contexts arXiv cs.AI source ↗

Aug 21 FinSkillBench evaluates AI agents on financial domain skills for investment management. arXiv cs.AI source ↗

Aug 21 Efficient adaptation of LLMs for hate speech detection in low-resource languages: a comparative study on Roman Urdu arXiv cs.AI source ↗

Aug 21 Profiling game worlds by transition complexity arXiv cs.AI source ↗

Aug 21 Improving rural medication safety with AI: a scoping review arXiv cs.AI source ↗

Aug 21 Evaluating structured information extraction with open models in a high risk public sector application arXiv cs.AI source ↗

Aug 21 Emergence of agentic AI: a review on evolution, background, working principles, applications, adoption factors, and future research directions arXiv cs.AI source ↗

Aug 21 Cacheable by design? Training mixture-of-experts routers for locality against the edge memory-bandwidth wall: a pre-registered negative result with a systems measurement study arXiv cs.AI source ↗

Aug 21 Jaccard distance satisfies the triangle inequality on arbitrary lattices for strictly positive, monotone, and modular valuations arXiv cs.AI source ↗

Aug 21 Solving is not drawing: a benchmark for diagrammatic reasoning in Olympiad geometry arXiv cs.AI source ↗

Aug 21 GenEx: a graph-based representational paradigm for SARS-CoV-2 variant detection via codon co-occurrence networks arXiv cs.AI source ↗

Aug 21 FraudBench tests policy-grounded banking agents against adaptive fraud via stress-testing with customer data and authorization tasks arXiv cs.AI source ↗

Aug 21 Optimized fuzzy logic approach with the IEEE Key Gas Method for diagnosing power transformer faults using dissolved gas analysis arXiv cs.AI source ↗

Aug 21 Self-evolving agents as dynamic graph transformation: a survey and new perspective arXiv cs.AI source ↗

Aug 21 Open-weight foundation models require better downstream governance than current model cards, study finds arXiv cs.AI source ↗

Aug 21 Adversarial Review: Structured disagreement for grounded agentic code review arXiv cs.AI source ↗

Aug 21 Transformer models for text summarization: a comparative study of BART, BERT, and RoBERTa arXiv cs.CL source ↗

Aug 21 Reliable financial named entity recognition under domain shift shows confidence estimation and selective prediction across SEC filings, financial news, and general-topic text arXiv cs.CL source ↗

Aug 21 DraftFM: a foundation model for day-zero drafting in Magic: The Gathering arXiv cs.LG source ↗

Aug 21 ReCache enables independent caching of resource representations to reduce inference-time overhead for tool-augmented LLM agents. arXiv cs.CL source ↗

Aug 21 Represented but ignored: a causal account of prosodic underuse in audio-language models arXiv cs.CL source ↗

Aug 21 DeltaML-Bench benchmarks autonomous ML agents across 48 tasks from research papers to improve published baselines in imperfect, open-source repositories arXiv cs.LG source ↗

Aug 21 Conversational AI can shift ingroup boundaries and increase pro-immigrant helping among U.S. White majorities, depending on identity framing. arXiv cs.CL source ↗

Aug 21 Improved confidence estimates for black-box large language models arXiv cs.LG source ↗

Aug 21 NepOOC-M: Nepali-English benchmark and multimodal architectures comparison for out-of-context detection arXiv cs.CL source ↗

Aug 21 A virtual assistant named ATHENA evolves from prototype to deployment for a Society of Petroleum Engineers community of practice; evaluation shows productivity and performance equality improvements. arXiv cs.CL source ↗

Aug 21 Beyond multimodal alignment: certifying physical language through response substitution and ordered execution arXiv cs.LG source ↗

Aug 21 Kähler landscapes for complex neural network descents and guarantees including a search and destroy of the Calabi-Yau manifold arXiv cs.LG source ↗

Aug 21 Rationally enriched Chebyshev trunk bases for DeepONet surrogates of high-Péclet transport arXiv cs.LG source ↗

Aug 21 Forking fast: efficiently estimating uncertainty dynamics in text generation arXiv cs.CL source ↗

Aug 21 Mechanistic tomography: designed measurement for recovering control-oriented interpretability arXiv cs.LG source ↗

Aug 21 Empirical study compares retraining policies for streaming ML under concept drift, budget, and latency constraints arXiv cs.LG source ↗

Aug 21 Asymmetric Attention Heads allocate context length differently across transformer heads arXiv cs.CL source ↗

Aug 21 Hear2Act benchmarks when prosody should change what an assistant does. arXiv cs.CL source ↗

Aug 21 Automatic bioinformatic software named entity recognition from literature arXiv cs.CL source ↗

Aug 21 The asymmetric harms of LLM compression reduce head knowledge retention more than overall knowledge across 3 models and 11 compression methods. arXiv cs.CL source ↗

Aug 21 Remember, verify, or ask? Cross-family evaluation of memory commitment in LLM agents arXiv cs.CL source ↗

Aug 21 Quantifying event impacts on time series via multiscale contrastive learning arXiv cs.LG source ↗

Aug 21 Time-series retrieval grounds multimodal language models for remaining useful life estimation arXiv cs.CL source ↗

Aug 21 DeltaMomentum: a Key-Value based anisotropic momentum update via delta rule arXiv cs.LG source ↗

Aug 21 LLM-Detector uses in-context learning for tabular anomaly detection arXiv cs.LG source ↗

Aug 21 Generating diverse personas for user simulators to test interview dialogue systems arXiv cs.CL source ↗

Aug 21 Longitudinal Bayesian learning of continuous disease position across the Alzheimer's disease continuum arXiv cs.LG source ↗

Aug 21 Two minds about lifelong learning: exploring hemispheric redundancy and specialization in neural models arXiv cs.LG source ↗

Aug 21 Are LLMs becoming similarly creative? Evidence from three years of models arXiv cs.CL source ↗

Aug 21 Holtercare-Bench: a multimodal benchmark for evaluating long-term dynamic ECG analysis arXiv cs.LG source ↗

Aug 21 Irrelevant text biases multimodal LLMs in visual tasks, study finds arXiv cs.CL source ↗

Aug 21 FleetSieve selects measurements for SLO-aware LLM fleet configuration to reduce unnecessary profiling; it targets resource-coupled decisions on tensor-parallel and replica counts arXiv cs.LG source ↗

Aug 21 SynFlow: a multidimensional diachronic semantic analysis toolkit arXiv cs.CL source ↗

Aug 21 Complementary, not cumulative: interaction effects in physics-informed neural networks for Navier–Stokes vortex shedding arXiv cs.LG source ↗

Aug 21 On-board implementation of an ML-based helicopter weight estimator using Airbus takeoff data and a learning assurance process per EASA and Eurocae ED-324 arXiv cs.LG source ↗

Aug 21 Quantum kernel estimation for the discovery of early lung cancer detection arXiv cs.LG source ↗

Aug 21 Mizo ASR system fine-tuned with three Whisper models and SraVaani 1.0; morphology-aware evaluation yields 7.22% WER at best arXiv cs.CL source ↗

Aug 21 Uncovering the limits of proof sharing for neural networks arXiv cs.LG source ↗

Aug 21 Compliance, capability, and conflict: benchmarking multimodal LLMs under system messages arXiv cs.CL source ↗

Aug 21 Continuous Adversarial MeanFlow Transfer arXiv cs.LG source ↗

Aug 21 Linguistic holonomy and statistical watermarks: inner geometry of meaning-preserving transformations arXiv cs.CL source ↗

Aug 21 Empirical characterization of learning geometry in hybrid quantum forecasting models; compares with a classical baseline on kernel dynamics and training loss arXiv cs.LG source ↗

Aug 21 Triangular Fuzzy rescaling distance arXiv cs.LG source ↗

Aug 21 Unregularized convergence of single-loop, entropy-regularized natural actor-critic arXiv cs.LG source ↗

Aug 21 Two-stage time-aware transformer predicts short-horizon AECOPD risk from home ventilator data arXiv cs.LG source ↗

Aug 21 Mitigating identity essentialism in LLM agents with longitudinal life trajectories arXiv cs.CL source ↗

Aug 21 Time-uniform self-normalized concentration for discounted least squares: limits and corrections arXiv cs.LG source ↗

Aug 20 MIT researchers develop computational approaches to identify materials for a more sustainable alternative to the Haber-Bosch ammonia process. MIT News (AI) source ↗

Aug 20 Backward through time, algebraically arXiv cs.LG source ↗

Aug 20 Fairness failures in generative models arise from evaluation problems, not solely model design. arXiv cs.LG source ↗

Aug 20 OraclePhys: a systematic framework for fine-tuning LLMs on structural mechanics, featuring OraclePhys-Bench with an exactly-graded benchmark and OraclePhys-30K supervision dataset arXiv cs.LG source ↗

Aug 20 Data-DPO: Direct Preference Optimization for target model data selection in LLM post-training arXiv cs.LG source ↗

Aug 20 Q-learning with world models arXiv cs.LG source ↗

Aug 20 Iterative tensor network transformations enable element-wise evaluation of elementary and nonlinear filtering functions on tensor trains arXiv cs.LG source ↗

Aug 20 Certified but private: scalable zero-knowledge proofs for neural network guarantees arXiv cs.LG source ↗

Aug 20 Causal discovery in equal variance linear Gaussian DAGs via SURE-tuned ridge regression arXiv cs.LG source ↗

Aug 20 ScenarioDiff: a scenario-level guidance framework for multimodal time series forecasting; extended version shows how textual context signals can guide forecasting. arXiv cs.LG source ↗

Aug 20 Benchmarking classical and transformer-based models for document sensitivity classification arXiv cs.LG source ↗

Aug 20 Detecting and discriminating operator misspecification in hybrid PDE-parameter learning using a reference-free instrument; discrimination bounded in sample, arXiv:2608.16925 arXiv cs.LG source ↗

Aug 20 Deep learning for cross-border electricity price forecasting: a comparative study arXiv cs.LG source ↗

Aug 20 Proactive road safety intervention in Australia: predicting risky driving hotspots from connected vehicle data arXiv cs.LG source ↗

Aug 20 Dynamic regime-aware conformal calibration for reliable economic forecast intervals under multiple distribution shifts arXiv cs.LG source ↗

Aug 20 SW-ProxyCE: zero-query adversarial transfer from public EEG encoders to private downstream models arXiv cs.LG source ↗

Aug 20 J-Miner: recovering executable decision knowledge from language-model classifiers arXiv cs.LG source ↗

Aug 20 Mr.Dec: Daily-scale longitudinal multimodal modeling for 30-day readmission prediction arXiv cs.LG source ↗

Aug 20 Anchor-free multi-layer knowledge editing via direct end-to-end weight optimization arXiv cs.LG source ↗

Aug 20 MultiSigBERT: Beyond survival analysis through multimodal and sequential modeling in oncology arXiv cs.LG source ↗

Aug 20 EMAN: optimization-driven capacity growth through path emergence in multi-task learning arXiv cs.LG source ↗

Aug 20 Agents unlock new capabilities by switching between specialized LoRA adapters mid-trace; SLAaaT enables tool-based mid-trajectory adaptation arXiv cs.LG source ↗

Aug 20 From abductive explanations to global logical rules for node classification in SGCs. arXiv cs.LG source ↗

Aug 20 Study-strategy clusters from EdNet logs track engagement, not mastery arXiv cs.LG source ↗

Aug 20 Computational orientalism: measuring structural discourse bias in large language models using the Middle East Cultural Sensitivity Score (MECSS) arXiv cs.CL source ↗

Aug 20 MAVEN: a hierarchical framework for macro-societal value evaluation of multimodal content arXiv cs.CL source ↗

Aug 20 Accurate decoding of natural sentences from non-invasive brain recordings using MEG with Brain2Qwerty v2 arXiv cs.CL source ↗

Aug 20 NE-BERT: a multilingual language model for nine Northeast Indian languages arXiv cs.CL source ↗

Aug 20 Abliteration mitigation via refusal aliases arXiv cs.CL source ↗

Aug 20 Allocating recurrent compute in looped language models arXiv cs.LG source ↗

Aug 20 SuTRA: structurally-unified tokenization with root awareness arXiv cs.CL source ↗

Aug 20 Stability-aware feature design for robust watermark detection in machine-generated text arXiv cs.CL source ↗

Aug 20 DeepTCM1.0: a multi-expert AI agent for deciphering mechanisms of Chinese herbal formulae based on general large language models arXiv cs.CL source ↗

Aug 20 BERTilda: explainable topic lifecycle tracking with split/merge detection via similarity-and-flow temporal graphs arXiv cs.CL source ↗

Aug 20 Self- and other-labels induce bidirectional bias in LLM judges arXiv cs.CL source ↗

Aug 20 Entity tracking emerges in sub-billion parameter language models and exceeds human performance in naturalistic narratives arXiv cs.CL source ↗

Aug 20 StocksTalk: a voice-enabled conversational agent for generating executable structured queries over real-world market data. arXiv cs.CL source ↗

Aug 20 Different facets of verbalised overconfidence: an interpretability study arXiv cs.CL source ↗

Aug 20 Same facts, different updates: inference setup shapes LLM behavior in medical allocation arXiv cs.CL source ↗

Aug 20 LongNovel: a multi-scale benchmark for hallucination detection in long-context novel summarization arXiv cs.CL source ↗

Aug 20 Persona-guided LLM agents for task-oriented dialogue arXiv cs.CL source ↗

Aug 20 Operationalizing Narrative Entropy (Sn): two-scene pilot report and pre-validation protocol arXiv cs.CL source ↗

Aug 20 Compiler-guided adaptive proof search uses cross-model synergy to tackle context-dependent theorem proving in Lean 4 projects. arXiv cs.CL source ↗

Aug 20 Systematic review covers machine learning applications to autism diagnosis and treatment, highlighting challenges and opportunities arXiv cs.LG source ↗

Aug 20 FrenchNews-7: a cross-publisher French editorial desk classification benchmark using a seven-class taxonomy and a fine-tuned CamemBERT classifier arXiv cs.CL source ↗

Aug 20 Role-conditioned sub-token routing for efficient vision-language-action policies arXiv cs.LG source ↗

Aug 20 Mechanistic interpretability of structure-aware numerical reasoning in LLaMA 3.1 8B arXiv cs.LG source ↗

Aug 20 ERASE: EaRly bAckpropagation SchEdule for Faster Training of Modern Recommendation Systems arXiv cs.LG source ↗

Aug 20 Entropy-Constrained Adaptive Stochastic Quantization proposed to optimize MSE while preserving unbiasedness for compression of models, gradients, KV-cache, and nearest-neighbor search workloads arXiv cs.LG source ↗

Aug 20 What can artificial intelligence learn from medicine? Generative analogies and reliable machine learning systems arXiv cs.LG source ↗

Aug 20 Atrial fibrillation detection with arbitrary leads via a codebook-based reconstruction-classification framework arXiv cs.LG source ↗

Aug 20 Vector Symbolic Policy Gradient discovers a discrete-action actor using unit-norm hypervectors and advantage-weighted updates; paper analyzes its policy-gradients and normalization arXiv cs.LG source ↗

Aug 20 Towards reversible forgetting: managing obsolete knowledge in continual enterprise AI agents arXiv cs.LG source ↗

Aug 20 ChiroEcho: extending automated bat vocalisation classification beyond the learned taxonomy arXiv cs.LG source ↗

Aug 20 Adaptive multi-agent feature selection for personalized fall risk prevention arXiv cs.LG source ↗

Aug 20 The road taken: the role of optimizers at the edge of stability arXiv cs.LG source ↗

Aug 20 Safe domain adaptation for physics: addressing nuisance differences, label shifts, and simulation priors arXiv cs.LG source ↗

Aug 20 Bidirectional representational alignment between biological and artificial neural networks; researchers investigate steering representational geometry during training to improve mutual prediction. arXiv cs.LG source ↗

Aug 20 SIGMA: symmetry-aware, intelligent, geometric, multi-objective adaptive traffic control for robust, dependable traffic management arXiv cs.LG source ↗

Aug 20 SingularClip: preventing spectral collapse to maintain plasticity in continual and reinforcement learning arXiv cs.LG source ↗

Aug 20 H$^2$EDL: Hyper Evidential Deep Learning for hierarchical classification arXiv cs.LG source ↗

Aug 20 Think shallow, solve deep: controlling recurrent dynamics for reliable test-time depth arXiv cs.LG source ↗

Aug 20 Classifying directional trajectories near criticality in the three-state majority-vote model with deep belief networks and bidirectional GRUs arXiv cs.LG source ↗

Aug 20 Dynamic ensembling pays off for regionwise gains in regression under distribution shift, according to a cross-fitted probe estimate of regionwise convex combination gains over the best static blend. arXiv cs.LG source ↗

Aug 20 Selection, recombination, or a fresh solve? a candidate-free control for single-pass test-time aggregation arXiv cs.LG source ↗

Aug 20 ClosureBench provides a constructive benchmark for compositional graph-relational reasoning with programmatically verified ground truth arXiv cs.LG source ↗

Aug 19 PIKFNO: an interpretable neural operator that uses physics informed kernel functions derived from governing equations to constrain the trunk network. arXiv cs.LG source ↗

Aug 19 DUET: Dual-Teacher On-Policy Distillation via Same-Weight Disagreement for Prohibition Compliance arXiv cs.LG source ↗

Aug 19 Pushing the limits of high-resolution weather forecasting through data scaling arXiv cs.LG source ↗

Aug 19 Early cycle charge trajectory generative prediction and full life cycle health management of iron-chromium flow batteries using FlowBD-E1 arXiv cs.LG source ↗

Aug 19 Randomly initialized autoencoders: fixed points and edge-of-chaos arXiv cs.LG source ↗

Aug 19 DumpsterCluster: using retired GPUs to serve LLaMA-70B on 60 GPUs arXiv cs.LG source ↗

Aug 19 Efficient neural-network-based high-resolution radiative transfer for CO2 retrieval, and application to interferometric sensing arXiv cs.LG source ↗

Aug 19 iFuzz-Meta: an interpretable fuzzy rule-based learning framework bridging top-down and bottom-up knowledge integration arXiv cs.LG source ↗

Aug 19 Training and evaluating ethical reinforcement learning agents on per-episode distributions arXiv cs.LG source ↗

Aug 19 Coarse-to-fine multi-resolution diffusion models for trajectory generation in urban systems arXiv cs.LG source ↗

Aug 19 Forward Pass Domain Adaptation without cross-layer backpropagation achieves 2.7–3.2x throughput with ~40% lower peak memory while maintaining off-domain benchmarks within seed-noise of baseline arXiv cs.LG source ↗

Aug 19 Valid per-field selective risk control for document extraction; three failure modes, a validity ladder, and when conditioning pays arXiv cs.LG source ↗

Aug 19 Discrete diffusion language models are training-free multi-label classifiers arXiv cs.LG source ↗

Aug 19 Metaplasticity as adaptive gradient preconditioning for incremental learning arXiv cs.LG source ↗

Aug 19 Explanations using Alternative Realities for Reinforcement Learning (EARL) introduced for self-adaptive systems arXiv cs.LG source ↗

Aug 19 Learning discrete Riemannian metrics for physical fields with cochain-frame equivariance arXiv cs.LG source ↗

Aug 19 Geometry Is Not Robustness: a trajectory-level study of PGD evaluation arXiv cs.LG source ↗

Aug 19 Calibrated trust, not sharper prediction, shown in uncertainty fusion for legal outcome predictions arXiv cs.LG source ↗

Aug 19 Paired exact-reset evaluation of a prediction-derived medium-to-full world-model cascade arXiv cs.LG source ↗

Aug 19 Fractional optimizers meet fractal activation functions: an empirical study of multi-scale optimization in neural networks arXiv cs.LG source ↗

Aug 19 BDIP-Net: dual-interaction graph learning for property prediction of bilayer materials arXiv cs.LG source ↗

Aug 19 LiveHouse-TS: an open-world living benchmark for time series foundation models arXiv cs.AI source ↗

Aug 19 KernelArc: a multi-agent framework for autonomous GPU kernel optimization across heterogeneous workloads arXiv cs.AI source ↗

Aug 19 Fool's Gold: Defensive deception against safety-removal attacks on open-weight models arXiv cs.AI source ↗

Aug 19 Institution-specific LLM prompting recovers PHI that de-identification systems and their gold standards miss arXiv cs.CL source ↗

Aug 19 Token optimization and context-window management in multi-agent AI workflows arXiv cs.CL source ↗

Aug 19 Synthesizing feature extractors: an agentic approach for algorithm selection. arXiv cs.AI source ↗

Aug 19 TileMix: Tile-Centric mixed-precision attention for LLM inference acceleration arXiv cs.AI source ↗

Aug 19 Can LLMs reason in a legally meaningful manner? A small-scale study on European Court of Human Rights cases arXiv cs.CL source ↗

Aug 19 Margin-regularized structured semantic alignment for brain-language correspondence arXiv cs.CL source ↗

Aug 19 Temporal leakage in financial news NLP: a multi-architecture audit with a regime-specific M&A signal arXiv cs.CL source ↗

Aug 19 KnowSim: evaluating information calibration in LLM assistants with user simulators that learn arXiv cs.AI source ↗

Aug 19 Wuying-Browser-Agent: real-world centric, long-horizon browser agents for sustained decision making on live websites arXiv cs.AI source ↗

Aug 19 Which source wins? Task-dependent reliance in vision-language models arXiv cs.CL source ↗

Aug 19 ICD-Deepre predicts future diagnosis codes from longitudinal records using structured EHR foundation models and language models arXiv cs.CL source ↗

Aug 19 ArguLens: an open-source system for automated essay scoring and label-aware feedback generation arXiv cs.CL source ↗

Aug 19 From entity mentions to tone: an LLM-based pipeline for media bias analysis arXiv cs.CL source ↗

Aug 19 Polaris: learning to generate table descriptions from retrieval feedback arXiv cs.CL source ↗

Aug 19 LLMs for medical consultation evaluated after problem framing; study analyzes three API models across multi-turn vignettes and standardized-patient simulations arXiv cs.AI source ↗

Aug 19 AISA: AI Safety Assistant Framework for Continuous Improvement of Highway Construction arXiv cs.CL source ↗

Aug 19 The plot thins: uniformity and linearity in literary summaries arXiv cs.CL source ↗

Aug 19 Explicit state elicitation is not enough: a controlled audit of memory-policy classification arXiv cs.AI source ↗

Aug 19 Benchmarking the Benchmarks: evaluating automated safety benchmarks for small language models arXiv cs.AI source ↗

Aug 19 DeAR: decentralized agentic reasoning via capability grounding and collaborative thought navigation arXiv cs.AI source ↗

Aug 19 GxP-Agent: Process-DAG topologies for reliable clinical trial programming with LLM agents arXiv cs.AI source ↗

Aug 19 Cross-model memory transfer via target-side reader adaptation arXiv cs.CL source ↗

Aug 19 There is no theoretical curse of multilinguality for embedding space structure. arXiv cs.CL source ↗

Aug 19 PlanPO: Group planning-aware policy optimization for multi-turn agentic LLMs arXiv cs.AI source ↗

Aug 19 Logit-based energy scoring outperforms prompted LLM-as-judge for ranking scientific hypotheses arXiv cs.AI source ↗

Aug 19 Towards Safer RAG: only agents capable of System 2 thinking may access untrusted documents arXiv cs.CL source ↗

Aug 19 Memory Is Communication: allocation of memory and messaging under resource limits in bounded agents arXiv cs.AI source ↗

Aug 19 DiSCO: Defending text-to-image generation through distribution-guided contrastive prompt optimization arXiv cs.AI source ↗

Aug 19 ArborMem: navigating interaction states with memory forests arXiv cs.CL source ↗

Aug 19 Emotion Across Speech and Faces: Shared Affective Mechanisms in Multimodal Foundation Models arXiv cs.CL source ↗

Aug 19 SignalReasoner: assessing the upper bound of 3B models for signal mathematical reasoning arXiv cs.AI source ↗

Aug 19 A glyph is not a letter, a token is not a word, and a space is not a space in Voynichese units; study tests three assumptions against Zandbergen-Landini transliteration arXiv cs.CL source ↗

Aug 19 FedPref: federated preference learning for structured radiology report extraction arXiv cs.AI source ↗

Aug 19 Q-Interference: memory-efficient phase-aware quantum-inspired attention for autoregressive language modeling arXiv cs.CL source ↗

Aug 19 The problem is the problem: towards scalable mathematical discovery arXiv cs.AI source ↗

Aug 19 The price of thinking: reasoning effort as a model-specific API contract arXiv cs.AI source ↗

Aug 19 PTXBench benchmarks and adapts LLMs to architecture-specific PTX for GPU kernel optimization, measuring functional correctness and speedup on GEMM and attention workloads across H100 and B200 GPUs. arXiv cs.CL source ↗

Aug 19 Toward personal intelligence through cooperative observation arXiv cs.AI source ↗

Aug 19 Children accelerate word learning while language models do not arXiv cs.CL source ↗

Aug 19 SkillEffect: Checked lowering for memory-bounded agent tools arXiv cs.AI source ↗

Aug 19 ASI-Bench: at the dawn of artificial superintelligence arXiv cs.AI source ↗

Aug 18 Study finds generated AI art often cannot be traced to training data when authors are removed from the dataset MIT News (AI) source ↗

Aug 18 TeachMateGPT: a multi-agent knowledge-grounded framework for pedagogical assessment generation from science curriculum materials arXiv cs.CL source ↗

Aug 18 Jais 2 is a family of Arabic-centric large language models developed by MBZUAI, Cerebras, and Inception, including a 70B open LLM and an 8B-parameter variant. arXiv cs.CL source ↗

Aug 18 StreamHear: domain-adapted pseudo-labeling for semi-supervised streaming speech recognition arXiv cs.CL source ↗

Aug 18 Legal RAG systems still hallucinate, study finds across eight systems on English GDPR and French civil-law corpora arXiv cs.CL source ↗

Aug 18 Repair, not improvement: decomposing constrained decoding in tool-call abstention arXiv cs.CL source ↗

Aug 18 When lexical change misleads: evaluating dynamic topic models with traditional and LLM-based metrics across NYT, DBLP, and arXiv topics arXiv cs.CL source ↗

Aug 18 S2Dialog: Multimodal dialogue retrieval with semantic and acoustic-style modeling arXiv cs.CL source ↗

Aug 18 The conditional superiority of fast silicon sampling arXiv cs.CL source ↗

Aug 18 Leading-Silence augmentation and multi-stage synthetic supervision used for the second MLC-SLM challenge arXiv cs.CL source ↗

Aug 18 Not all tokens are equal: inflation-aware routing for agentic LLM systems arXiv cs.CL source ↗

Aug 18 Does a Language Server save tokens for coding agents? A measurement methodology and preliminary study arXiv cs.CL source ↗

Aug 18 GALA: Generation-Aware Cross-Modal Alignment for Text-to-Time-Series Synthesis arXiv cs.CL source ↗

Aug 18 Scaling creative writing beyond story-centric data with attribute-guided genre expansion arXiv cs.CL source ↗

Aug 18 Amplified does not mean predictive: reasoning behaviors in thinking models arXiv cs.CL source ↗

Aug 18 GRPO beyond English: a large-scale study of GRPO in non-English and multilingual settings arXiv cs.CL source ↗

Aug 18 Bootstrapping niche multilingual code translation via reinforcement learning with execution-based verifiable supervision arXiv cs.CL source ↗

Aug 18 IterCOMP: reasoning-aware adaptive prompt compression for multi-hop question answering arXiv cs.CL source ↗

Aug 18 Blockwise Causal Memory Transformer aims to model long-context language with local block attention and block-level global context propagation arXiv cs.CL source ↗

Aug 18 CLAIR-Fin: an adversarial multi-agent framework for claim-level verification and adaptive debate in cross-modal financial QA arXiv cs.CL source ↗

Aug 18 ASSERT: A measurement pipeline for GenAI audits arXiv cs.CL source ↗

Aug 18 BM25-augmented many-shot translation for low-resource north-eastern Indian languages arXiv cs.CL source ↗

Aug 18 Measuring fairness in large audio language models via semantic-aware bias estimation arXiv cs.CL source ↗

Aug 18 Think in latent, explain in language: self-explainable latent reasoning arXiv cs.CL source ↗

Aug 18 Medical AI neglects actual treatment outcomes in favor of opinions and syntheses, hindering its ability to predict treatment effectiveness. arXiv cs.AI source ↗

Aug 18 Longitudinal and graph-augmented prediction of adolescent substance use onset in the ABCD study. arXiv cs.AI source ↗

Aug 18 Do LLM agents negotiate rationally? A mechanism-design framework for verifiable multi-agent interaction over A2A/MCP arXiv cs.AI source ↗

Aug 18 FLOPs do not reliably predict execution time; replication is important for AI efficiency assessment arXiv cs.AI source ↗

Aug 18 Learning agent execution for KV-cache management in agentic serving arXiv cs.AI source ↗

Aug 18 MecEng benchmark measures large language models on creating multibody simulation models from parameterized text descriptions arXiv cs.AI source ↗

Aug 18 Global AI regulations for FAIR and ethics in high-risk use cases: a comparative review arXiv cs.AI source ↗

Aug 18 A human-centred approach to benchmarking LLMs for parenting advice arXiv cs.AI source ↗

Aug 18 Euclid-Omni: a unified neuro-symbolic framework for plane geometry arXiv cs.AI source ↗

Aug 18 Auxiliary uncertainty signals improve LLM-assisted systematic review screening; benchmark across eight Cohen drug-class reviews shows improved efficiency arXiv cs.CL source ↗

Aug 18 AI governance needs ISO-like interoperability protocols, not just laws arXiv cs.AI source ↗

Aug 18 Toward Safe LLM agents: a survey of specification, verification, and enforcement arXiv cs.AI source ↗

Aug 18 AI lock-in is in progress, and we must be prepared arXiv cs.AI source ↗

Aug 18 The Hallucination Snowball: modeling error propagation as state transitions in multi-agent LLM pipelines arXiv cs.AI source ↗

Aug 18 Agentic framework using rules and LLMs for embedding and annotating descriptive document layouts in plant science use case arXiv cs.AI source ↗

Aug 18 The Unwritten Benchmark: a new challenge for multimodal machine learning in abstract perceptual reasoning arXiv cs.AI source ↗

Aug 18 Characterizing rhetorical misalignment in decision-making with language models arXiv cs.CL source ↗

Aug 18 OGX: an open-source, vendor-neutral Generative AI application server implements APIs of major labs with pluggable backends arXiv cs.AI source ↗

Aug 18 SKILL: Self-correcting knowledge-guided iterative LLM agent for logic optimization arXiv cs.AI source ↗

Aug 18 Neural constraint reasoning should prioritize symbolic integration over pure learning to ensure certified correctness under distribution shifts. arXiv cs.AI source ↗

Aug 18 From Doyle to AGM: a survey and an implementation roadmap for belief change arXiv cs.AI source ↗

Aug 18 When do LLMs apply the wrong law? Diagnosing temporal applicable-law failures in legal reasoning arXiv cs.AI source ↗

Aug 18 Want better ML reviews? switch to a credit-based incentivization system arXiv cs.AI source ↗

Aug 18 Evaluations of AI moral reasoning still miss half the picture arXiv cs.AI source ↗

Aug 18 When to communicate: belief distributions and KL divergence for principled gating in multi-agent RL arXiv cs.AI source ↗

Aug 18 Which question is your attention metric answering? attention rows as compositional data arXiv cs.CL source ↗

Aug 18 Wiola 13M, a gated spiral attention architecture for parameter efficient small language models arXiv cs.CL source ↗

Aug 18 DeMTS: denoising trajectories as multivariate time series for hallucination detection in diffusion language models arXiv cs.CL source ↗

Aug 18 Automatic or controlled? Repetition priming reveals divergent processing in base LLMs, Instruct LLMs, and humans arXiv cs.CL source ↗

Aug 18 Multi-modal generative fuzzy system: fuzzy inference guides large model interactive question answering framework arXiv cs.CL source ↗

Aug 18 Evaluation of retrieval failure in RAG architectures for Bengali agricultural advisory; study analyzes query-type and language-condition gaps across 1,000 farmer queries and 2,882 knowledge nodes arXiv cs.CL source ↗

Aug 18 Training leaves traces: centered residual signatures for language model lineage verification arXiv cs.CL source ↗

Aug 18 Beyond the pale: assessing prevalence and contents of extremist speech in LLM training data arXiv cs.CL source ↗

Aug 18 HarmProfile benchmarks harmful outputs of frontier LLMs by characterizing distributions of misbehavior and related content. arXiv cs.CL source ↗

Aug 18 How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks arXiv cs.CL source ↗

Aug 18 What to Forget in Unlearning? Forget Set Curation for Language Models arXiv cs.CL source ↗

Aug 18 Beyond tokens: a survey on decoding methods for large language and vision-language models arXiv cs.CL source ↗

Aug 18 Interpretable cross-lingual alignment in small language models; probing cultural and pragmatic reasoning in Japanese-English bilingual LLMs arXiv cs.CL source ↗

Aug 18 Domain Agnostic text redaction from natural language rules using instruction tuning arXiv cs.CL source ↗

Aug 18 LLM safety alignment in low-resource languages: a systematic literature review arXiv cs.CL source ↗

Aug 18 RamseyGadgets: a graph construction dataset for LLMs arXiv cs.CL source ↗

Aug 18 Prompting is not enough: supervised baselines and leakage control for measuring shared decision-making with LLMs in pediatric encounters arXiv cs.CL source ↗

Aug 18 Writing style similarity reflects academic genealogy arXiv cs.CL source ↗

Aug 18 DA-RAC: distance-aware calibration of LLM judges for trustworthy AI auditing arXiv cs.CL source ↗

Aug 17 Rethinking how innovation happens; The Invisible Engine: Why Innovation Evades Control examines how innovation unfolds in the real world and how society should invest in it MIT News (AI) source ↗

Aug 17 Agentao: a governed local-first runtime for tool-using LLM agents arXiv cs.AI source ↗

Aug 17 Training-free knowledge transfer across model scales through activation-guided pruning arXiv cs.LG source ↗

Aug 17 Depth-Aware sensitivity analysis of mixture-of-experts models via magnitude-based expert masking arXiv cs.AI source ↗

Aug 17 Don't claim benchmark-oriented optimization improves general coding capability; diverse evaluation is required arXiv cs.LG source ↗

Aug 17 Fashion outfit generation via unified sequential composition models arXiv cs.LG source ↗

Aug 17 Coverage aware active evaluation for failure discovery with paired systems arXiv cs.AI source ↗

Aug 17 Stable miscalibration in large language models: a practical view of high-confidence errors arXiv cs.AI source ↗

Aug 17 ConceptFlow: a scikit-learn-compatible Python library for Formal Concept Analysis builds nested line diagrams from many-valued contexts and outputs interactive visualizations arXiv cs.AI source ↗

Aug 17 Query-derived erase direction (QED) added to mitigate interference in linear attention reads arXiv cs.LG source ↗

Aug 17 Inducing reward-free judging rubrics that reduce over-crediting in agent evaluation arXiv cs.AI source ↗

Aug 17 ARC: Fair relative advantage comparison in open-ended real-world interaction arXiv cs.AI source ↗

Aug 17 Robust XGBoosting for regression arXiv cs.LG source ↗

Aug 17 Geometric filtering of LLM-generated samples for few-shot text classification arXiv cs.LG source ↗

Aug 17 Advances in deep learning-based drug-target binding affinity prediction arXiv cs.LG source ↗

Aug 17 HI-MeshGraphNets: Efficient and accurate mesh-based physics learning with hierarchical multi-scale graph neural networks arXiv cs.LG source ↗

Aug 17 Capacity-dependent effects of data selection for reasoning arXiv cs.LG source ↗

Aug 17 Robust dual-model collaborative random vector functional link network arXiv cs.LG source ↗

Aug 17 From BERT to frontier agents: eight years of language-model progress, the collapse of the capability-cost curve, and the rise of task-targeted models arXiv cs.LG source ↗

Aug 17 Localizing cross-kernel divergence in INT8-quantized LLM inference across CUTLASS and Triton kernels arXiv cs.LG source ↗

Aug 17 A year in LLM serving: workload evolution, caching and load-balancing arXiv cs.AI source ↗

Aug 17 Reward machines for signal temporal logic arXiv cs.AI source ↗

Aug 17 AI evaluation should focus on human–AI teams rather than autonomous superhuman performance arXiv cs.AI source ↗

Aug 17 Learning to assemble novel structures with unfamiliar parts under semantic constraints arXiv cs.AI source ↗

Aug 17 Active perception for embodied disambiguation arXiv cs.AI source ↗

Aug 17 Evaluating agentic learning harness capabilities without labels via the scaling hypothesis arXiv cs.AI source ↗

Aug 17 Dynamic multi-depot vehicle routing with online requests using event-driven transformer--DRL and rolling-horizon benchmarking arXiv cs.LG source ↗

Aug 17 Measuring cross-task behavioral consistency in language model agents. arXiv cs.AI source ↗

Aug 17 Algorithm design and physician liability for disparate AI clinical algorithms</analysis> arXiv cs.AI source ↗

Aug 17 Cross-disciplinary taxonomy and modeling of misunderstanding generation, amplification, and detection, from pragmatics to AI agents arXiv cs.AI source ↗

Aug 17 L-FNO: Lorentzian Fourier Neural Operator for stochastic event dynamics arXiv cs.LG source ↗

Aug 17 Federated prompt learning: a unified framework, empirical analysis, and future directions arXiv cs.LG source ↗

Aug 17 How compliant is sepsis treatment? An expert-guided neuro-symbolic pipeline for generating clinical compliance insights arXiv cs.AI source ↗

Aug 17 Contrastive learning for interpretable anomaly detection at collider experiments arXiv cs.LG source ↗

Aug 17 No universal signal predicts sample-level LLM regression under version updates arXiv cs.AI source ↗

Aug 17 CutClean: neural network pruning for privacy-preserving inference arXiv cs.LG source ↗

Aug 17 SAGE: Surrogate-gradient adaptation via attention-guided entropy for spiking transformers arXiv cs.LG source ↗

Aug 17 Second Thought: reasoning in parallel as LLM agents act and observe arXiv cs.AI source ↗

Aug 17 Modular cognitive architecture emerges in large language models arXiv cs.AI source ↗

Aug 17 PPAPlace: Differentiable cross-stage objectives for chip placement optimization arXiv cs.LG source ↗

Aug 17 EEG-PRISM: physiologically grounded interpretability of predictions by EEG foundation models arXiv cs.LG source ↗

Aug 17 Stochastic control policies for robust molecular transition path sampling. arXiv cs.LG source ↗

Aug 17 Your Probabilistic JEPA is secretly a hidden Markov model: a state-space interpretation of Joint-Embedding Predictive Learning arXiv cs.AI source ↗

Aug 17 SemPlan benchmarks structured semantic planning for LLM-based queries over enterprise data with a bilingual synthetic benchmark and a frozen scientific evaluation subset arXiv cs.AI source ↗

Aug 17 Hybrid Quantum-inspired Kolmogorov-Arnold networks for privacy-aware federated biosignal learning arXiv cs.LG source ↗

Aug 17 MobileMem: learning from a year of mobile experiences arXiv cs.AI source ↗

Aug 17 Variation Brownian Kernel Ladder introduced as a path-atomic function-space framework separating nonlinear recursive dictionary construction from linear variation superposition arXiv cs.LG source ↗

Aug 17 MedMix: specialization-consistent federated sparse MoEs under modality heterogeneity arXiv cs.LG source ↗

Aug 17 Hard Cases, Bad Labels: Testing error exposure and error location in uncertainty sampling under bounded label noise arXiv cs.LG source ↗

Aug 15 CAS: a causal attribution score for local and global explainable AI arXiv cs.AI source ↗

Aug 15 Auditable agentic AI coordinates diagnostic tools and stores outputs as auditable case-level evidence for thyroid ultrasound diagnosis and reporting arXiv cs.AI source ↗

Aug 15 Learning to adapt cross-domain preferences via meta-LoRA for LLM personalization arXiv cs.AI source ↗

Aug 15 Alignment methods can be misused for censorship and manipulation, as a position paper argues that modern AI alignment is dual-use and may provide malicious actors with better tools. arXiv cs.AI source ↗

Aug 15 AstraZeneca develops Research Assistant, an internal LLM-based system to explore biomedical questions across literature, knowledge graphs, chemistry, and clinical data arXiv cs.AI source ↗

Aug 15 Trie automata for constrained decoding over large finite sets arXiv cs.AI source ↗

Aug 15 SteerBench-Work: a benchmark for agent steering at action boundaries across workplace domains arXiv cs.AI source ↗

Aug 15 Dual-flow transformers decouple the primary prefill path from additional decode computation arXiv cs.AI source ↗

Aug 15 Governed Persistent Memory introduces a source-bound, auditable bitemporal state-transition model with fail-closed release for long-horizon agents arXiv cs.AI source ↗

Aug 15 Epsilon-MemEvo enables cross-task memory transfer in LLM program evolution by storing prior experience as task-agnostic tactic memories arXiv cs.AI source ↗

Aug 15 IntegrityBench benchmarks LLMs on misconduct classification, ethical action reasoning, and artifact-grounded decision making across 36 paired tasks under pressure; evaluates 18 frontier model variants arXiv cs.AI source ↗

Aug 15 Dead text or binding clause? Measuring and restoring constraint influence in black-box LLM dialogues arXiv cs.AI source ↗

Aug 15 MindMemOS: a portable and self-evolving memory operating layer for AI agents arXiv cs.AI source ↗

Aug 15 DiG-bench: discovery in games arXiv cs.AI source ↗

Aug 15 Jagged judges: Epistemic stability under silence, pressure, and persistence arXiv cs.AI source ↗

Aug 15 Designing AI pipelines for decision-ready ITSM intelligence arXiv cs.AI source ↗

Aug 15 Reasoning is a learnable rule-based process arXiv cs.AI source ↗

Aug 15 Asking an LLM in Japanese can change its willingness to advise a nuclear strike, study finds arXiv cs.AI source ↗

Aug 15 Multi-Agent Scheduling with LLM-assisted contract net negotiation for stream processing in mobile edge computing arXiv cs.AI source ↗

Aug 15 Agreement is not alignment: divergent moral grounds in human and LLM ethical judgments arXiv cs.AI source ↗

Aug 15 Probabilities of causation with causal knowledge tightened for binary PNS bounds by incorporating additional information arXiv cs.AI source ↗

Aug 15 Reasoning Jury: multi-model consensus for evaluating reasoning traces arXiv cs.AI source ↗

Aug 15 Attention is all you have; arXiv:2608.12610v1 reports that 56,804 public agent skills exist and installation bundles content, persistence, and trigger management, limiting long-tail usage. arXiv cs.AI source ↗

Aug 15 Large language models can follow instructions, but struggle with many constraints simultaneously; phase transitions in compositional constraint satisfaction arXiv cs.AI source ↗

Aug 14 InfraBench: evaluating infrastructure agents across layers, lifecycle, and risk; building infrastructure for financially autonomous AI agents arXiv cs.AI source ↗

Aug 14 RecSys Factory: bounding LLM agent autonomy to decision points in the industrial recommender lifecycle arXiv cs.AI source ↗

Aug 14 Towards query-agnostic RAG evaluation via query coverage and claim verifiability arXiv cs.AI source ↗

Aug 14 From monolithic to modular: segment-level automatic prompt optimization arXiv cs.AI source ↗

Aug 14 Cutting AI datacenter energy with reinforcement learning: measured power control of LLM training from one GPU to the fleet arXiv cs.AI source ↗

Aug 14 Detecting a route flip is easier than knowing whether to fix it; causal route-mediated damage in quantized mixture-of-experts arXiv cs.AI source ↗

Aug 14 Distribird automates literature-informed prior distribution design for Bayesian model calibration. arXiv cs.AI source ↗

Aug 14 VQ-bench: a composable vector quantization framework arXiv cs.AI source ↗

Aug 14 Harnessing agent memory to build lifelong AI partners for materials scientists arXiv cs.AI source ↗

Aug 14 Edge-based contiguous p-median problem with connections to logistics districting arXiv cs.AI source ↗

Aug 14 MaSRead addresses the read to content in replicated latent stores; content-addressed reading improves access in a conflict-free replicated cache arXiv cs.AI source ↗

Aug 14 Identity from the outside: a framework for AI personality clones and observed identity factors arXiv cs.AI source ↗

Aug 14 Geometry-aware Incremental Neural Operator for Long-Horizon PDE prediction arXiv cs.AI source ↗

Aug 14 Forced-Structure reduction shows no circulant graph on Z/99 satisfies more than 68.0% of constraints for Conway's 99-graph; verifiable bounds presented arXiv cs.AI source ↗

Aug 14 Poor Man's Agentic Modeling: simulating large LLM-agent societies on a laptop arXiv cs.AI source ↗

Aug 14 A Conceptual Framework for Refining Influence Knowledge from Simulation Evidence in Cyber-Physical Systems arXiv cs.AI source ↗

Aug 14 Synchronizing beliefs with second-order theory-of-mind in human-autonomy teams (extended version) arXiv cs.AI source ↗

Aug 14 Forecasting side effects of activation steering arXiv cs.AI source ↗

Aug 14 LinearKV: One cached state suffices for position-independent caching in hybrid LLMs arXiv cs.AI source ↗

Aug 14 AutoWorldModel-Bench: a state-centric benchmark for automated world-model research arXiv cs.AI source ↗

Aug 14 Dynamic governance of multi-LLM agent systems for collaborative conversational outcomes arXiv cs.AI source ↗

Aug 14 LLMs in process diagram engineering: from optimal PFDs to validated P&IDs arXiv cs.AI source ↗

Aug 14 BEST-KAG: Enhancing question answering of building engineering standards with multimodal knowledge graph modeling and large language model arXiv cs.AI source ↗

Aug 14 Off-support barrier: semantic safety constraints are not learning-problem invariants and implications for design, containment, and verification arXiv cs.AI source ↗

Aug 14 The Boolean power of ReLU: ReLU-MPLang expresses more Boolean queries than Σ-MPLang with eventually constant activations on finite graphs, resolving an open question arXiv cs.LG source ↗

Aug 14 Geometric and behavioral stratification in transformer residual streams arXiv cs.LG source ↗

Aug 14 LoKiFormer: Locality-aware attention with decoupled knowledge memory for efficient large language model pretraining arXiv cs.LG source ↗

Aug 14 Dual spatial-temporal attribution for architecture-aligned post-hoc explainability in recurrent graph anomaly detection arXiv cs.LG source ↗

Aug 14 Learning under treatment-induced label indeterminacy with expert annotations of counterfactual outcomes in neurological prognostication arXiv cs.LG source ↗

Aug 14 Scaling recurrent memory with content-routed state anchors arXiv cs.LG source ↗

Aug 14 Unifying generative models with path integrals arXiv cs.LG source ↗

Aug 14 Finding the Needle in a Haystack: Test-time analog circuit representation adaptation for Bayesian optimization arXiv cs.LG source ↗

Aug 14 GENADA: efficient generative time series adversarial attack framework arXiv cs.LG source ↗

Aug 14 Demand transfer estimation at scale via restricted logit modeling arXiv cs.LG source ↗

Aug 14 Prob-K: probabilistic one-pass filtering for efficient top-k selection arXiv cs.LG source ↗

Aug 14 Predicting when random low-dimensional reparameterizations train neural networks arXiv cs.LG source ↗

Aug 14 Free satellite signals indicate glacial-lake destabilization and timing of risk in Nepal Himalaya, using radar interferometry and weather data arXiv cs.LG source ↗

Aug 14 Impact of temporal context length and encoding strategies on self-supervised ECG representation learning arXiv cs.LG source ↗

Aug 14 Personalized scorer modeling: a learning-based framework for deriving robust sleep stage labels from multiple experts arXiv cs.LG source ↗

Aug 14 Multi-AUV ad-hoc network-based target tracking via a value gradient guidance multi-agent diffusion reinforcement learning approach arXiv cs.LG source ↗

Aug 14 Interpretable causal discovery via causal-effect constraints arXiv cs.LG source ↗

Aug 14 Training Under Challenge: Executable certificates and challenge-closed optimality for neural networks arXiv cs.LG source ↗

Aug 14 Represent, then generate: multimodal-conditioned time-series generation under irregular missingness arXiv cs.LG source ↗

Aug 14 Exemplar-based objective classification of gust-induced loads across multiple flight conditions arXiv cs.LG source ↗

Aug 14 Exploring oversmoothing with Householder matrices. arXiv cs.LG source ↗

Aug 14 When can you trust offline evaluation of equal-cost top-k allocation? a controlled, reproducible benchmark and practitioner's guide arXiv cs.LG source ↗

Aug 14 CAKE: compiler-agent co-design for frontier kernel evolution arXiv cs.LG source ↗

Aug 14 Structure-preserving uncertainty quantification for GENERIC dynamics arXiv cs.LG source ↗

Aug 13 Basin: efficient and extensible numerical optimization in Rust arXiv cs.LG source ↗

Aug 13 Gloss-free representation learning for cross-dataset sign spotting arXiv cs.CL source ↗

Aug 13 Dual-primal graph VAEs for noisy label aggregation arXiv cs.LG source ↗

Aug 13 Diffuse to compress: leveraging diffusion LMs for lossless compression arXiv cs.CL source ↗

Aug 13 Trajectory-adapted uncertainty quantification for LLM agents arXiv cs.CL source ↗

Aug 13 Click2Poly: a VLM for vector mapping of buildings and walls arXiv cs.LG source ↗

Aug 13 Weak reversible bisimilarities in CCSK: two variants (directional and mixed) proposed for tau actions; study differences among strong/weak and forward-only/reversible notions. arXiv cs.CL source ↗

Aug 13 Market-information-aware gated-LoRA of foundation models for transferable day-ahead electricity price forecasting arXiv cs.LG source ↗

Aug 13 Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing arXiv cs.CL source ↗

Aug 13 XGBoost outperforms LSTM in forecasting transmitted heat energy in district heating systems, with lower computational cost and environmental impact. arXiv cs.LG source ↗

Aug 13 Learning to persuade exposes how easily LLMs abandon correct beliefs arXiv cs.CL source ↗

Aug 13 AutoGrable proposes a minimal table-to-graph abstraction where each row becomes a node; no trained graph model required arXiv cs.LG source ↗

Aug 13 PAC-Bayes beyond parameter space: behavioral equivalence, Z-information, and exact complexity decomposition arXiv cs.LG source ↗

Aug 13 PAIR: Pairwise-aware inclusion reweighting for adaptive rollout allocation in RLVR arXiv cs.LG source ↗

Aug 13 Federated learning for distributed CNC tool wear prediction arXiv cs.LG source ↗

Aug 13 DonorRank: learning-to-rank donor language suitability for low-resource cross-lingual speech recognition arXiv cs.CL source ↗

Aug 13 Convergence is likely learned during pretraining, with semantic convergence observed from the first alignment stage (instruction-tuning); output homogeneity traces back to base models arXiv cs.CL source ↗

Aug 13 Three tokens force exponential feature rank in nonnegative kernel attention arXiv cs.LG source ↗

Aug 13 Stigma and support in online sexual violence narratives on Reddit arXiv cs.CL source ↗

Aug 13 CT-ΔBench: a benchmark for longitudinal 3D medical imaging difference reporting with vision-language models arXiv cs.CL source ↗

Aug 13 Reoptimization algorithms for contextual bandits with knapsack constraints arXiv cs.LG source ↗

Aug 13 Principal Trait Analysis: deriving “skills” for human-AI collaboration arXiv cs.CL source ↗

Aug 13 TRACE Bench evaluates task-driven agentic roleplay using a fixed checklist and a user agent to reveal tested requirements, failures, and supporting dialogue evidence. arXiv cs.CL source ↗

Aug 13 Weightless fine-tuning uses logit-space transport to personalize LLMs without weight updates arXiv cs.LG source ↗

Aug 13 Unmasking Toxic Mimicry in medical offline reinforcement learning for ICU sepsis management via counterfactual clinical audits arXiv cs.LG source ↗

Aug 13 Self-Evolving Embodied Agents via Skill-Harness Evolution arXiv cs.CL source ↗

Aug 13 Easper: an accessible ASR pipeline for language documentation arXiv cs.CL source ↗

Aug 13 Mechanism design for generative engines: from exploitation toward win-win outcomes arXiv cs.LG source ↗

Aug 13 Backtrader-Bench benchmarks LLM agents on algorithmic trading with self-generated MCQs arXiv cs.CL source ↗

Aug 13 Programmatic skill learning best reduces agent cost, the arXiv paper argues, by treating skills as programs to improve cost efficiency. arXiv cs.CL source ↗

Aug 13 FarSky: Task-aware latent-space coupling for generative intra-hour solar forecasting arXiv cs.LG source ↗

Aug 13 Federated aggregation under model poisoning and backdoor attacks: a reconstructed cross-dataset and cross-architecture benchmark arXiv cs.LG source ↗

Aug 13 Auditing political alignment in LLMs: an Italian case-study arXiv cs.CL source ↗

Aug 13 Retrofitting recurrent depth into a pretrained language model; installation, extrapolation, transfer, and retention at two parameter budgets arXiv cs.CL source ↗

Aug 13 Physics-aware latent-space surrogates enable variational parameter calibration arXiv cs.LG source ↗

Aug 13 Group Alignment-Induced Sycophancy: A Two-Sided Evaluation of Steerable Pluralistic Alignment arXiv cs.CL source ↗

Aug 13 Measure, Don't Optimize: Forecasting Recovery in LLM Unlearning arXiv cs.CL source ↗

Aug 13 Semantic Lenia: emergence of homeostatic solitons within the semantic space of large language models arXiv cs.CL source ↗

Aug 13 The Wording Effect: rephrasing a problem with the same meaning can flip an LLM’s answer, causing bidirectional drift in benchmark performance. arXiv cs.CL source ↗

Aug 13 Diffusion-based data-driven assortment optimization arXiv cs.LG source ↗

Aug 13 Terminal symmetry as a decision resource: statewise refinement for anytime verified construction arXiv cs.LG source ↗

Aug 13 Multivariate outlier detection methods tested on district heating system data, including temperature and energy transmission indicators arXiv cs.LG source ↗

Aug 13 Lifecycle-Optimal Tokenization: vocabulary size is deployment-regime dependent infrastructure parameter arXiv cs.LG source ↗

Aug 13 Contextual quality-diversity evolutionary reinforcement learning for HVAC control in tropical commercial buildings arXiv cs.LG source ↗

Aug 13 Self-Fix Step-DPO strengthens step-level reasoning for self-correction in LLMs using reinforcement learning arXiv cs.CL source ↗

Aug 13 ODE-based transformer decoders improve iterative sign language translation without increasing model size arXiv cs.CL source ↗

Aug 13 Evaluating side-constraint loss under context compaction; COMPINT assesses how session constraints are dropped during context compression arXiv cs.CL source ↗

Aug 13 Dynamics models for offline hyperparameter selection in real-world RL arXiv cs.LG source ↗

Aug 13 Long-horizon forecasting of complete financial statements with Forma arXiv cs.LG source ↗

Aug 12 MindTopo reveals VLMs’ spatial reasoning abilities Microsoft Research source ↗

Aug 12 Recall is the bottleneck for parametric factuality in generative AI Google Research source ↗

Aug 12 Controlled memory interference in continual LLM agents arXiv cs.AI source ↗

Aug 12 Towards an argumentative foundation for evaluative AI arXiv cs.AI source ↗

Aug 12 IntelliAudit: using large language models to evaluate audit controls arXiv cs.AI source ↗

Aug 12 Emotion in an active inference model of human driving arXiv cs.AI source ↗

Aug 12 Linear probes detect corrupted context in language models but do not reliably predict final answer correctness across multi-hop arithmetic chains. arXiv cs.AI source ↗

Aug 12 Towards researcher agents for knowledge-graph question answering arXiv cs.AI source ↗

Aug 12 When LLM agents negotiate: private information and dynamic bargaining in supply chains arXiv cs.AI source ↗

Aug 12 QuantumMind proposes an auditable agentic workflow to generate and conservatively screen quantum-acceleration hypotheses for speedup analysis in quantum computing arXiv cs.AI source ↗

Aug 12 MetaSpace: metamorphic testing for spatial cognition in embodied agents arXiv cs.AI source ↗

Aug 12 Determinization in structure theories: a unified framework via closure, comparability, and joint admissibility arXiv cs.AI source ↗

Aug 12 CMU-Drive and V2V-VLA: cooperative multi-agent unified driving with reasoning benchmark and vehicle-to-vehicle vision-language-action models arXiv cs.AI source ↗

Aug 12 Dynamic coalition formation and communication pricing in skill-based agentic AI systems arXiv cs.AI source ↗

Aug 12 The Field Knows: continuous metric field framework learns geometric structures across dimensions from navigation to black holes arXiv cs.AI source ↗

Aug 12 Contextual value alignment via multilayer combinatorial fusion arXiv cs.AI source ↗

Aug 12 Mendel Gödel Machine: self-improving coding agents use comparative evolution to rewrite their own source code arXiv cs.AI source ↗

Aug 12 AI scientist for studying generalization in quadruped robot navigation policies in simulation; addresses drift in autonomous research loops arXiv cs.AI source ↗

Aug 12 Training Variable Long Sequences with Data-Centric Parallel arXiv cs.AI source ↗

Aug 12 From single chatbots to governed agent ecosystems: an agentic AI pattern catalogue and orchestration framework for mission-critical hospital information management systems arXiv cs.AI source ↗

Aug 12 Flow-by-Flow: Content-Judgment Bypass for Governing AI Output in High-Loss Domains arXiv cs.AI source ↗

Aug 12 TeXFix-Bench: an empirically grounded multi-format benchmark for LLM-based full-source document repair arXiv cs.AI source ↗

Aug 12 NL2SHACL-Bench: a benchmark suite for translating natural language to SHACL shapes arXiv cs.AI source ↗

Aug 12 TREAT: evaluating access to formal knowledge across equivalent mathematical representations arXiv cs.AI source ↗

Aug 12 Protecting patient privacy in clinical foundation models: technical and legal perspectives arXiv cs.AI source ↗

Aug 12 Agent-MD: Selective LLM intervention with event-driven escalation for stateful GCMC–MD campaigns arXiv cs.AI source ↗

Aug 12 TAF-MED measures multi-turn safety refusal collapse in LLMs when users express self-treatment intent arXiv cs.CL source ↗

Aug 12 Boundary-Seeking Policy Gradient for safe reinforcement learning arXiv cs.LG source ↗

Aug 12 MD-ProTector: positioning multiple data-driven prototypes for LLM-generated text detection arXiv cs.CL source ↗

Aug 12 ChronoSSM: training for temporally aware representations in autoregressive state space models arXiv cs.LG source ↗

Aug 12 Transformer Geometry Observatory TGO-IV: Developmental topology of representations across transformer layers explored via inductive analysis arXiv cs.LG source ↗

Aug 12 Similarity gates approve reversals: a validity audit of embedding-cosine thresholds in agent systems arXiv cs.CL source ↗

Aug 12 REATS: LLM reasoning-based ensemble learning for adaptive time series forecasting arXiv cs.LG source ↗

Aug 12 PERCEPT: a corpus for POS tagging and analysis of Persian-English code-mixing arXiv cs.CL source ↗

Aug 12 ASR-roundtrip evaluation can mask context- and convention-dependent reading errors in Chinese news TTS arXiv cs.CL source ↗

Aug 12 Procedural fairness failures in RLHF from preference averaging arXiv cs.LG source ↗

Aug 12 Sheaf-based federated representation learning arXiv cs.LG source ↗

Aug 12 Matched-integrator evaluation of Hamiltonian neural networks on pendulum and Kepler dynamics arXiv cs.LG source ↗

Aug 12 Finding the signal in the spam: jointly learning rewards and worker reliability from pairwise comparisons arXiv cs.LG source ↗

Aug 12 Power law graph attention: exact generalization of scaled dot-product attention; empirical collapse at inference arXiv cs.LG source ↗

Aug 12 Cross-contextual consistency as a measure of LLM credibility arXiv cs.CL source ↗

Aug 12 When chain-of-thought helps and when it hurts: an empirical investigation of the serial-depth bottleneck in LLM reasoning arXiv cs.CL source ↗

Aug 12 Multimodal item parameter estimation using simulated response probabilities arXiv cs.CL source ↗

Aug 12 DOCSCHISEL: Adaptive tool documentation optimization framework for LLM agents arXiv cs.LG source ↗

Aug 12 Simplex relaxation for discrete diffusion arXiv cs.CL source ↗

Aug 12 ELMER: Evolutionary Language Model that explores and refines arXiv cs.LG source ↗

Aug 12 How robust are LLMs to Vietnamese dialects? arXiv cs.CL source ↗

Aug 12 SeFoRA uses sketch-aggregated federated LoRA to handle heterogeneous client ranks in federated parameter-efficient fine-tuning with low-rank adaptation. arXiv cs.LG source ↗

Aug 12 Position encoding in transformers: from absolute and relative methods to rotary position embeddings and long-context scaling arXiv cs.CL source ↗

Aug 12 UserToolBench tests personalized decision making in tool-use LLMs by inferring latent user preferences from interaction history arXiv cs.LG source ↗

Aug 12 Analyzing LLM alignment across single- and multi-cultural settings using cultural consensus theory arXiv cs.CL source ↗

Aug 12 Detecting soft skills in ML engineering roles CVs arXiv cs.LG source ↗

Aug 12 FlowScout: from execution feedback to reliable tool-using agent workflows arXiv cs.LG source ↗

Aug 12 From prediction to incrementality: causal optimization for large-scale targeting and recommendation arXiv cs.LG source ↗

Aug 12 Calibrating post-training feature shifts for LLM data contamination detection arXiv cs.CL source ↗

Aug 12 Dual-Loop Self-Evolution via Verifiable Emotion Feedback for Multi-Turn Empathetic Dialogue arXiv cs.CL source ↗

Aug 12 CurveFP: rational-radix logarithmic datatypes with closed products for language models arXiv cs.LG source ↗

Aug 12 Asymmetric framing of La France insoumise and Rassemblement National in French news headlines, 2022–2025 arXiv cs.CL source ↗

Aug 12 Every Token Counts: exact Likert-scale distributions for measuring LLM attitudes and biases arXiv cs.CL source ↗

Aug 12 Lightweight bias correction in constrained decoding for grammar-constrained decoding masks; online sampling reduces distortion in LM outputs arXiv cs.CL source ↗

Aug 12 Independent reproduction of LeWorldModel achieves 94.0% goal offset in TwoRoom; evaluation on a single laptop CPU is reported arXiv cs.LG source ↗

Aug 12 Uncertainty-aware ensemble deep randomized neural networks for classification arXiv cs.LG source ↗

Aug 12 Physics-informed machine learning in prognostics and health management: a systematic literature review arXiv cs.LG source ↗

Aug 12 STCAD: scalable trajectory clustering and anomaly detection on terabyte-scale AIS data arXiv cs.LG source ↗

Aug 12 Off-Axis, On Purpose: where a Transformer computes concepts and why it does so arXiv cs.CL source ↗

Aug 12 Multilingual quantization tax: edge SLMs suffer performance degradation from 4-bit weight quantization across languages, study finds across Gemma 4 and Qwen 3.5 using MMLU ProX Lite and GlobalPIQA arXiv cs.CL source ↗

Aug 12 Toward human rights benchmarking for LLMs: a pilot methodology arXiv cs.LG source ↗

Aug 12 Observational policy ranking for SMB financial guidance from multi-action accounting logs arXiv cs.LG source ↗

Aug 12 CRHT: A Continuous Regression Hybrid Transformer for vessel trajectory prediction with online cluster sampling arXiv cs.LG source ↗

Aug 12 LLM Agents Factory: retrieval-based framework builds domain-specific, Wikipedia-grounded agents on demand arXiv cs.CL source ↗

Aug 12 Intrinsic Structure: Spectral identifiability for mechanistic interpretability arXiv cs.LG source ↗

Aug 12 Cracks in the foundation: four minor architectural decisions reduce long context extensibility across Olmo, Llama, and Qwen dense models arXiv cs.CL source ↗

Aug 12 Edge Phoneme Recognition for Children's Speech through Age-Aware Training arXiv cs.AI source ↗

Aug 12 Mitigating bus bunching with reinforcement learning enhanced by semantic stop embedding arXiv cs.AI source ↗

Aug 12 MESA: Task-adaptive multi-structure evidence selection for long-horizon agent memory arXiv cs.AI source ↗

Aug 12 CHORUS: complementary experts for high-coverage testbench stimulus generation arXiv cs.AI source ↗

Aug 12 MIDAS: mutual information disentanglement with uncertainty-aware fusion for incomplete multimodal sentiment analysis arXiv cs.AI source ↗

Aug 12 Automating and scaling behavioral scientific research on AI agents with AEROBAT arXiv cs.AI source ↗

Aug 12 Closed-loop LLM co-pilots for digital agriculture arXiv cs.AI source ↗

Aug 12 ReCBM: uncertainty-gated relational reasoning for concept bottleneck models arXiv cs.AI source ↗

Aug 12 TRACE: Trustworthy retrieval-augmented conversational engine discusses improving reliability of public-service chatbot recommendations with retrieval augmentation arXiv cs.AI source ↗

Aug 12 Decodable but not detachable: training data granularity determines parametric modularity in large language models arXiv cs.AI source ↗

Aug 12 Logit-boundary geometric belief interfaces and sparse sheaf-enclave protocols for secure EHR interoperability arXiv cs.AI source ↗

Aug 12 SPOT: Sampling Policy Observation Tree provides lookahead explanations for deep reinforcement learning policies. arXiv cs.AI source ↗

Aug 12 Mind viruses: self-propagating ideas in multi-agent LLM systems arXiv cs.AI source ↗

Aug 12 Interpreting language model hidden states at scale arXiv cs.AI source ↗

Aug 12 Post-hoc sparse coding of latent communication between vision-language model agents arXiv cs.AI source ↗

Aug 12 Beyond detection: evaluating defensive LLMs against AI-generated social engineering in live turn-by-turn interaction arXiv cs.AI source ↗

Aug 12 Generating attacks for LLMs with GFlowNets arXiv cs.AI source ↗

Aug 12 Evaluation-Conditioned Training: teaching models to generalize to stronger oversight regimes arXiv cs.AI source ↗

Aug 12 Towards Sustainable AI: a comprehensive review and comparative analysis of deep learning models’ carbon footprint arXiv cs.AI source ↗

Aug 12 Relational geometry attacks on contrastive embedding manifolds emerge in new study arXiv cs.AI source ↗

Aug 12 Neuroevolution Arena: nested ecological evaluation of update-and-inheritance regimes across neural architectures arXiv cs.AI source ↗

Aug 12 LinkedIn develops a self-evolving agentic support system using retrieval-augmented generation and evolutionary auto-prompting for continuous improvement arXiv cs.AI source ↗

Aug 11 CARE-X aims for clinically useful radiology VLMs with auxiliary supervision, reward-aligned learning, and tool-augmented measurement Microsoft Research source ↗

Aug 11 LLMCompiler generates program embeddings from source and IR code for program analysis and optimization tasks. arXiv cs.LG source ↗

Aug 11 WuYuEval: a multi-level benchmark for evaluating large language models in solid waste management across foundational knowledge, domain reasoning, and expert decision-making arXiv cs.CL source ↗

Aug 11 STEMMA: an adversarial multi-agent framework for evaluating self-identity consistency in LLMs arXiv cs.CL source ↗

Aug 11 Scaling inherently interpretable language models by training with interpretability as a constraint alongside language modeling objective arXiv cs.CL source ↗

Aug 11 Grounded search agents use representation-based intrinsic rewards to guide retrieval and grounding of language model outputs arXiv cs.CL source ↗

Aug 11 LUCID: Latent-Skill Unified Control via Imagined Dynamics for long-horizon humanoid loco-manipulation arXiv cs.LG source ↗

Aug 11 DialectS2S: End-to-end speech dialogue modeling for low-resource Chinese dialects arXiv cs.CL source ↗

Aug 11 From token probabilities to calibrated confidence: an empirical study of mathematical question answering arXiv cs.LG source ↗

Aug 11 Many Are My Names": The Anatomy of the Assistant and Its Personas via Sparse Autoencoders arXiv cs.CL source ↗

Aug 11 Data-driven fire-zone segmentation improves short-term wildfire prediction arXiv cs.LG source ↗

Aug 11 Multilingual supervision improves figurative language identification in proverbs, evaluated across seven languages and 742 proverb concepts arXiv cs.CL source ↗

Aug 11 Adaptive KappaSharp: Condition-Number Shaping for Preferential Bayesian Optimization arXiv cs.LG source ↗

Aug 11 Information Routing across Batch Boundaries: Memory–Batch Tradeoffs in Lipschitz Bandits arXiv cs.LG source ↗

Aug 11 DocAtlas treats long-document understanding as mutable-state interaction arXiv cs.CL source ↗

Aug 11 Finite constant frontiers and auditable regret certificates for average-reward reinforcement learning arXiv cs.LG source ↗

Aug 11 Interpreting reasoning mechanisms of large language models via sparse autoencoders: separating Thinking from NoThinking in CoT-enabled models arXiv cs.CL source ↗

Aug 11 Polish vision-language evaluation PoVisLE assesses cultural grounding in vision-language models arXiv cs.CL source ↗

Aug 11 Foundation models in cognitive science: evaluating their cognitive alignment and developmental trajectories arXiv cs.CL source ↗

Aug 11 Tracing sources of epistemic uncertainty in deep learning predictions with homo- and heteroscedastic linearized estimators arXiv cs.LG source ↗

Aug 11 Policy learning with mu-resets: the sample complexity under policy realizability for the Kakade–Langford interaction protocol arXiv cs.LG source ↗

Aug 11 Trace-driven evaluation can mislead MoE expert caching due to replay semantics, workload contamination, and operating regimes. arXiv cs.LG source ↗

Aug 11 NeuPAT: neuron-aware plasticity allocation tuning for language-preserving mllms arXiv cs.CL source ↗

Aug 11 Neural operators for immersed-boundary soft swimmers locomotion arXiv cs.LG source ↗

Aug 11 From benchmark performance to tool deployment: human-in-the-loop anomaly detection arXiv cs.LG source ↗

Aug 11 Spectral outliers reveal dominant learned structure in transformer attention. arXiv cs.LG source ↗

Aug 11 CODS: Iterative Bellman-residual data selection for reusable offline reinforcement learning arXiv cs.LG source ↗

Aug 11 APEX-VW: a document-level English-Spanish post-editing dataset in the healthcare domain arXiv cs.CL source ↗

Aug 11 SkillConsist detects inconsistencies in agent skills via bidirectional graph alignment arXiv cs.LG source ↗

Aug 11 SPECTRA: pushing the KV cache beyond the 2-bit cliff via spectral transform coding arXiv cs.LG source ↗

Aug 11 SurakshaEval: a safety benchmark for multilingual LLMs covering ten major Indian languages arXiv cs.CL source ↗

Aug 11 Applying artificial intelligence to recognize fraudulent banking operations; arXiv:2608.07471v1 discusses using machine learning for online banking fraud detection arXiv cs.LG source ↗

Aug 11 TEMPER: Tensorized Efficient Manifold-constrained Parameterization for Expressive Residual Routing arXiv cs.LG source ↗

Aug 11 V-Simba improves architectural efficiency for reinforcement learning in visual continuous control arXiv cs.LG source ↗

Aug 11 Shape mutating expert compression: LorExperts and BTExperts arXiv cs.LG source ↗

Aug 11 CONFER: conflict-aware evidence negotiation for regime-calibrated weak supervision in multimodal emotion recognition arXiv cs.LG source ↗

Aug 11 Evaluating dedicated monolingual and joint multilingual causal models for Dravidian languages arXiv cs.CL source ↗

Aug 11 SurveyReview: a reviewer-aligned benchmark for survey evaluators arXiv cs.CL source ↗

Aug 11 Unified hallucination fuzzing for multimodal large language models arXiv cs.CL source ↗

Aug 11 Prompt Embedding Probes detects hallucinations from hidden states of a frozen LLM arXiv cs.CL source ↗

Aug 11 Reasoning models fail to ration test-time compute across questions arXiv cs.CL source ↗

Aug 11 Embedding initialization for unseen low-resource languages in multilingual NMT: a case study on Limbum-English translation arXiv cs.CL source ↗

Aug 11 Classifier-free guidance becomes unnecessary at times in masked diffusion language models, study finds arXiv cs.CL source ↗

Aug 11 Detection of self-introductions in legislative testimony arXiv cs.CL source ↗

Aug 11 PhysAttNet: enhancing predictive performance in industrial and astrophysical time series via physics-informed attention arXiv cs.LG source ↗

Aug 11 The no-meaning falsity: the structural impossibility of the arbitrary sign in Classical Arabic arXiv cs.CL source ↗

Aug 10 AI models simulate a wider range of real-world scenarios with a physics feel, enabling engineers to test vehicle blueprints with fewer physical experiments, says MIT CSAIL researcher Haixu Wu MIT News (AI) source ↗

Aug 10 From cheap fakes to pure synthesis: addressing the new era of T2V fake news videos arXiv cs.AI source ↗

Aug 10 Can MLLMs decode the creative leap? Introducing C4 for cross-concept understanding arXiv cs.AI source ↗

Aug 10 The optimizer is the agent: reasoning-driven search across prompts, programs, and ML workflows arXiv cs.AI source ↗

Aug 10 Theoretical foundations of communication-efficient, robust, and practical distributed and federated optimization arXiv cs.LG source ↗

Aug 10 Measuring the cross-lingual comprehension gap: how the language of the evidence shapes what language models understand arXiv cs.CL source ↗

Aug 10 MolBioKG grounds out-of-graph molecules in biomedical knowledge graphs via multi-resolution structural anchoring. arXiv cs.AI source ↗

Aug 10 NxN E-valuation: hypothesis certification via a conformal CRT null arXiv cs.AI source ↗

Aug 10 ADIAS: Automated Design of Interactive Agentic Systems arXiv cs.AI source ↗

Aug 10 Cryptanalytic extraction of isolated bias-free GLU feed-forward blocks by antipodal separation demonstrated for bias-free GLU blocks in language-model components. arXiv cs.LG source ↗

Aug 10 Learning to predict middle-layer attention in MLLMs for visual token pruning arXiv cs.AI source ↗

Aug 10 Sharding prevents LLM oversight failures and adversarial exploitation arXiv cs.LG source ↗

Aug 10 Recovering lesion parameters from aphasic picture naming error profiles in large language models arXiv cs.CL source ↗

Aug 10 Shape your feed: an LLM-based agentic system for conversational recommendation arXiv cs.AI source ↗

Aug 10 FutureBridge ranks joint LLM-SLM token candidates for collaborative decoding beyond local preference arXiv cs.CL source ↗

Aug 10 Selection-aware backdoor attacks in federated learning bypass Krum via Krum-Proxy attack arXiv cs.LG source ↗

Aug 10 Divergent response modes in frontier language models under steering pressure. arXiv cs.AI source ↗

Aug 10 Sparsity-aware pruning preserves differences between outputs in sparsity-sensitive neurons, not just activations, for large language model pruning arXiv cs.LG source ↗

Aug 10 Stockmark-Nemotron-3-Nano-Omni-JapanDocReader enables structured document parsing via capability injection and forgetting control arXiv cs.CL source ↗

Aug 10 EntropyMoE: entropy-aware sparse expert routing for tokenizer-free LLMs arXiv cs.AI source ↗

Aug 10 WebGrader: Training LLMs for web development with self-evolving programmatic grader arXiv cs.AI source ↗

Aug 10 Interpretable unsupervised community detection with LLM-symbolized structured processes arXiv cs.AI source ↗

Aug 10 Knowledge-Driven AI agents for smart degree pathway planning; arXiv study describes solving curriculum reconstruction and path optimization with prerequisite logic arXiv cs.AI source ↗

Aug 10 Autonomy-of-Heads introduces data-free sparse attention from frozen query-key geometry to reduce long-context inference costs arXiv cs.CL source ↗

Aug 10 CertBind: certifiable composition for frozen multimodal connector graphs arXiv cs.LG source ↗

Aug 10 Beyond “AI Language”: the idiolectal nature of LLM output across six models in 2024 and 2026 corpora arXiv cs.CL source ↗

Aug 10 WebRider: persona-conditioned intent controllers for live-web assistance arXiv cs.AI source ↗

Aug 10 Pre-inference routing for cost-efficient document field extraction improves cost when a cheaper model fails often enough to justify routing, according to arXiv:2608.06607v1 arXiv cs.CL source ↗

Aug 10 TRACE: A multi-layer benchmark for human AI controller coordination under drift and failure arXiv cs.AI source ↗

Aug 10 bioMoR applies mixture-of-recursions to gene- and pathway-level learning for efficient genomic analysis arXiv cs.AI source ↗

Aug 10 Why predictive feedback fails in diffusion language models due to near-constant embedding angles during training arXiv cs.CL source ↗

Aug 10 MTI-GNN models Beck's cognitive triad for distortion detection in text classification arXiv cs.CL source ↗

Aug 10 The horizon gap: planning, memory, execution, training, and evaluation for long-horizon LLM agents arXiv cs.CL source ↗

Aug 10 Online security learning in cooperative multi-agent systems under hidden Byzantine attacks. arXiv cs.LG source ↗

Aug 10 Bootstrap-conditioned action selection with tabular foundation models arXiv cs.LG source ↗

Aug 10 AgentPatch: coarse-to-fine weak-task repair for merging agentic multimodal large language models arXiv cs.AI source ↗

Aug 10 Flowing through States: Neural ODE regularization for reinforcement learning arXiv cs.LG source ↗

Aug 10 Vehicle routing problem using deep reinforcement learning; a case study on truck planning in industry arXiv cs.AI source ↗

Aug 10 Faithful response-level interpretation of mixture-of-experts reward models via contribution contrast arXiv cs.AI source ↗

Aug 10 TradeVerse: a longitudinal benchmark of political negotiation in international trade arXiv cs.CL source ↗

Aug 10 Factorized hypothesis search for evidence-to-taxonomy retrieval arXiv cs.CL source ↗

Aug 10 GRASP: Reinforcing language model anonymizers with group relative policy optimization arXiv cs.CL source ↗

Aug 10 CrystalGRPO: Target-aligned and coverage-preserving reinforcement learning for flow-based crystal structure prediction arXiv cs.LG source ↗

Aug 10 Latent fact-checking: detecting misinformation through activation engineering arXiv cs.LG source ↗

Aug 10 Weak presupposition verification degrades general QA performance arXiv cs.CL source ↗

Aug 10 Separating decision-rule misalignment from readout-coverage limitations in speech language models arXiv cs.CL source ↗

Aug 10 CellWorld: latent-space predictive pretraining enables foundation models for spatial transcriptomics arXiv cs.AI source ↗

Aug 10 IB-RL: Isolated bilateral reinforcement learning for strategic dialogue agents arXiv cs.AI source ↗

Aug 10 Robust average-reward Markov decision processes: minimax-optimal learning via plug-in reductions arXiv cs.LG source ↗

Aug 10 NTDH: Complex reasoning for comprehensive affective analysis arXiv cs.CL source ↗

Aug 10 Beyond attention: signed integrated gradients attribution in a BiomeGPT-style microbiome transformer arXiv cs.LG source ↗

Aug 10 ConstructCIE: a dataset for extracting causal information from construction accident narratives arXiv cs.CL source ↗

Aug 10 Towards multi-label graph foundation models: from single-vector representation learning to multi-semantic basis learning arXiv cs.AI source ↗

Aug 10 ED-CSP: crystal structure prediction from electron diffraction arXiv cs.LG source ↗

Aug 10 TA-RAG: Tone Awareness as a Design Imperative for Retrieval-Augmented Generation arXiv cs.CL source ↗

Aug 10 SNI-GNN: SmartNIC-assisted full-graph GNN training with in-network embedding prediction arXiv cs.LG source ↗

Aug 10 MiGHT-EHR: a multi-task graph transformer for heterogeneous temporal electronic health records arXiv cs.LG source ↗

Aug 10 Discovering conceptual metaphors across topics and media types arXiv cs.CL source ↗

Aug 10 Do AI personas grow? Analyzing and benchmarking personality evolution in LLM agents after life events arXiv cs.CL source ↗

Aug 10 Progressive content refinement with decaying reward joint LinUCB arXiv cs.CL source ↗

Aug 10 Risk-aware decision policies for agents under noisy perception arXiv cs.LG source ↗

Aug 10 TaskSense: focusing on what matters in world models arXiv cs.AI source ↗

Aug 10 CGMas: a multi-agent framework that automates topology construction, equilibration, mapping, and potential derivation for coarse-grained molecular dynamics of polymers arXiv cs.AI source ↗

Aug 10 Newton-Schulz retraction-based inference enables hidden quantum Markov models to outperform classical HMMs arXiv cs.LG source ↗

Aug 10 Toward reliable context compression for long-horizon agents: an empirical study of execution instability arXiv cs.LG source ↗

Aug 10 Quantization damage is multiplicative, not additive arXiv cs.LG source ↗

Aug 10 Unmasking removal-budget confounding: a matched operating-point evaluation framework for adaptive data cleaning arXiv cs.LG source ↗

Aug 10 Confidence estimation for financial vision-language models in chart and document understanding arXiv cs.CL source ↗

Aug 10 Adversarial causal intervention falsification arXiv cs.LG source ↗

Aug 10 Fixed and adaptive topological DeepONets use functional measurements on Hausdorff locally convex spaces arXiv cs.LG source ↗

Aug 10 Automated item evaluation predicts item acceptance and rejection from item text using historical rejection data and LLM-generated critiques. arXiv cs.AI source ↗

Aug 10 Simple-OPD: Demystifying warm-up for on-policy distillation arXiv cs.CL source ↗

Aug 10 Target-weighted Neyman allocation uses pilot variances to design experiments for heterogeneous treatment effects under population shift arXiv cs.LG source ↗

Aug 7 Graph-Guided Project-Level Planning for Autonomous Research identifies a method to decompose long-horizon research projects into bound tasks with dependency-aware sequencing. arXiv cs.AI source ↗

Aug 7 Matrix Zonotopic Attention: a context-adaptive value projection for set transformers arXiv cs.LG source ↗

Aug 7 ASR adaptation and representation dimensionality reduction for Persian speech emotion recognition using Whisper arXiv cs.CL source ↗

Aug 7 Spectral Distillation enables learning a compact linear state-space model from nonlinear dynamics using an implicit spectral predictor via Observation Spectral Filtering. arXiv cs.LG source ↗

Aug 7 ConWriter: transition-constrained Stateful long-form story generation with lightweight neuro-symbolic consistency control arXiv cs.CL source ↗

Aug 7 Expl explorative modeling (XM) introduces a third pretraining axis by producing multiple outputs per comparison to enhance generative expressivity arXiv cs.LG source ↗

Aug 7 CASCADE: an agentic regulatory network framework predicts downstream transcriptional effects of gene perturbation using ARACNe networks and MCP exposure arXiv cs.AI source ↗

Aug 7 Constraint-First Reasoning: a training-free protocol for exploiting answer-space constraints in mathematical problem solving arXiv cs.CL source ↗

Aug 7 Analysis of numerical localisation in LLM translations arXiv cs.CL source ↗

Aug 7 When privileged guidance misaligns: state-matched routing and contextualized self-distillation for multi-turn agents arXiv cs.AI source ↗

Aug 7 Where privacy risk lives in English-source multilingual RAG: a stage-decomposed audit across five query languages arXiv cs.CL source ↗

Aug 7 Counterfactual analysis via large language models in online lending using GPT-3.5 to assess counterfactual ROI under different interest rate schemes arXiv cs.AI source ↗

Aug 7 Simulator-grounded LLMs for industrial causal reasoning in wastewater treatment use a live simulator oracle, structured parameter injection, and plant-portable retrieval to support decision making. arXiv cs.CL source ↗

Aug 7 LUNAR benchmarks personalized large language models on universal daily-life logs by evaluating responses from longitudinal app interaction histories across domains arXiv cs.AI source ↗

Aug 7 From continuous predictors to clinical thresholds: early evidence on performance trade-offs of guideline-based categorisation for ischaemic stroke outcome prediction arXiv cs.AI source ↗

Aug 7 KV-Skill enables a frozen language model to read external factorized operators via a lightweight interface; introduces a design space for external knowledge in the model’s native language arXiv cs.LG source ↗

Aug 7 PD-GS: Phoneme-driven 3DGS for audio-driven talking heads arXiv cs.AI source ↗

Aug 7 MS-MLB: An Open Machine Learning Benchmark for Blood-Based MS Classification arXiv cs.LG source ↗

Aug 7 The interface of intonation and lexical tone in Mandarin varieties: boundary phenomena between intonation and tone detect and convey sentence type and attitudinal information arXiv cs.CL source ↗

Aug 7 Universal Pathologies, Conditional Consequences: A triple-robustness analysis of RAG for multi-hop traceability arXiv cs.CL source ↗

Aug 7 An emerging retail portfolio management application: personalized, tax-aware reinforcement learning with natural language goals arXiv cs.LG source ↗

Aug 7 EvoHarness-RL: learning a self-evolving runtime harness for long-horizon LLM agents arXiv cs.LG source ↗

Aug 7 SkillTrace: multi-trace provenance auditing for LLM-agent skill reuse arXiv cs.AI source ↗

Aug 7 DG-FedReuse enables cached updates from selected clients based on age-decayed proxy-gradient discrepancy in federated learning, with cache-age limits and fresh-client quotas arXiv cs.LG source ↗

Aug 7 When do corrective features help? An agent for corrective feature discovery on black-box forecasters arXiv cs.LG source ↗

Aug 7 Hybrid probabilistic zonotopes for identifiable and refinable predictive uncertainty arXiv cs.LG source ↗

Aug 7 LLM-based flows modeled as probabilistic programs reveal uncertainty in multi-call LLM pipelines arXiv cs.LG source ↗

Aug 7 The Ignition Index measures global workspace dynamics in transformer language models across 11 models arXiv cs.AI source ↗

Aug 7 Example-guided prompting for document-level text simplification shows improved consistency with retrieved examples arXiv cs.CL source ↗

Aug 7 DREAM: LLM-based dynamic role-playing via event-aware memory graph arXiv cs.CL source ↗

Aug 7 RIG-RoPE: Relation- and instance-gated rotary positional encoding with duration-aware temporal coordinates arXiv cs.CL source ↗

Aug 7 PRISM: Priority-aware rubric internalization via structured multimodal data synthesis arXiv cs.LG source ↗

Aug 7 OrchestraBench evaluates failure, recovery, and decomposition in multi-agent orchestration with a seed-reproducible failure-injection framework over templated enterprise workflows arXiv cs.AI source ↗

Aug 7 Evaluating machine learning models for post-wildfire debris-flow prediction arXiv cs.LG source ↗

Aug 7 C3PO benchmark evaluates cross-modal composition and counterfactual conflict in omnimodal models arXiv cs.AI source ↗

Aug 7 DBLAST: Dependent Block Drafting for Stochastic Speculative Decoding arXiv cs.CL source ↗

Aug 7 CNM-BERT: a drop-in structural embedding for Chinese characters via Ideographic Description Sequences arXiv cs.CL source ↗

Aug 7 Coherence-oriented dream scene visualisation; Dream Scene Visualiser turns written dream descriptions into a four-panel, temporally coherent image sequence arXiv cs.AI source ↗

Aug 7 Conditional cognitive biases in LLMs: biased user turns modulate in-context reasoning arXiv cs.CL source ↗

Aug 7 Skill distillation beyond knowledge boundaries via rubric-based reinforcement learning arXiv cs.AI source ↗

Aug 7 Disentangling 3D modeling from spatial reasoning. arXiv cs.LG source ↗

Aug 7 Abstract Event Causal Rules: induction and application arXiv cs.AI source ↗

Aug 7 Decoupling perception from description: computation-grounded representation alignment between multivariate time series and language arXiv cs.LG source ↗

Aug 7 Small foundation models of human cognition and behaviour show in-distribution performance insensitive to scale across a 14B-parameter range arXiv cs.AI source ↗

Aug 7 Rectifying geometric misalignment: online source-free adaptation for class-imbalanced EEG arXiv cs.LG source ↗

Aug 7 Mood matters: syntactic sensitivity undermines safety alignment arXiv cs.CL source ↗

Aug 7 CANOE: a multi-agent neuro-symbolic framework for contestable care plan coordination with adaptive team recruitment and role-based modules arXiv cs.AI source ↗

Aug 7 WorldClaw releases a fully agentic, coarse-to-fine framework for open-world 3D scene generation arXiv cs.AI source ↗

Aug 7 AuroSFT for adapter-state multi-task fine-tuning replaces full-model rollback with adapter-state scheduling for multi-task fine-tuning arXiv cs.LG source ↗

Aug 7 Safe evolution with circuit anchors arXiv cs.CL source ↗

Aug 7 Beyond Rotations: AuroOFT enables expressive quantized orthogonal fine-tuning with gated low-rank corrections arXiv cs.LG source ↗

Aug 7 Evidence lock before commitment: a frozen interface degrades LLM-as-judge evaluation arXiv cs.CL source ↗

Aug 7 Align-RAG: Alignment is all you need for TSFM in-context learning arXiv cs.LG source ↗

Aug 7 LC-GRPO: Bridging train-inference gap for flow-based GRPO with Langevin correction arXiv cs.LG source ↗

Aug 7 TriQua: reconciling granularity and context in factuality evaluation arXiv cs.AI source ↗

Aug 7 SearchAuditor: auditing and attributing failures in long-horizon search agents arXiv cs.AI source ↗

Aug 7 Large language models threaten double-blind review by enabling author identification from titles and content. arXiv cs.CL source ↗

Aug 7 Quantum-Structured World Models (QSWMs) for predictive latent dynamics. arXiv cs.LG source ↗

Aug 7 Agentic self-driving microscopy benchmarks support qualification but do not necessarily generalize to unseen tasks arXiv cs.AI source ↗

Aug 7 SemiAdapt-Instruct enables extensible instruction tuning with latent domain-specific adapters and parameter-free routing arXiv cs.CL source ↗

Aug 7 QEvict: recoverable quantized KV eviction for attention-drift-robust long-context decoding arXiv cs.LG source ↗

Aug 7 DoctorAgents: an agentic framework to iteratively refine AutoML pipeline for small clinical temporal data arXiv cs.AI source ↗

Aug 7 Scaffold-mediated post-training: co-evolving model parameters and procedural scaffold graphs arXiv cs.CL source ↗

Aug 7 Otter: a time-aware, history-conditioned human chess AI uses move history and time control signals to predict human move selection arXiv cs.AI source ↗

Aug 7 Perturbation sensitivity at convergence identifies spuriously correlated samples without group annotations arXiv cs.LG source ↗

Aug 7 Cross-architecture steering transfer in language models: a systematic empirical study arXiv cs.CL source ↗

Aug 7 Posture and sustainment optimization under adversarial uncertainty arXiv cs.AI source ↗

Aug 7 Beyond sentiment: comparing traditional NLP and LLM-based multi-dimensional framing analysis for political news evaluation arXiv cs.CL source ↗

Aug 7 Position: it's time to optimize LLMs for self-consistency arXiv cs.CL source ↗

Aug 7 Agentic nesting: a new methodology for existing enterprise application integration and services arXiv cs.AI source ↗

Aug 7 PoolBench: a benchmark for pooling strategies in concept representation evaluation for decoder-only LLMs arXiv cs.CL source ↗

Aug 7 Woodpecker Distillation shows weak models diagnose reasoning bugs in strong models arXiv cs.AI source ↗

Aug 7 IFlowNets: Extending Generative Samplers to Learn Strategies in Incomplete Information Games arXiv cs.LG source ↗

Aug 7 Auditing conditional style leakage in factorized generative models shows marginal matching does not guarantee independence between style and class information arXiv cs.LG source ↗

Aug 6 JudgeArena: a unified framework for reproducible LLM-judge evaluation arXiv cs.CL source ↗

Aug 6 Learning a vector-symbolic model for socio-cultural tasks arXiv cs.CL source ↗

Aug 6 Evaluating OpenAI's Privacy Filter across 42 benchmarks: cross-lingual and cross-domain PII detection arXiv cs.CL source ↗

Aug 6 ARCHead: Activation-Metric Residual Correction for large language model output heads arXiv cs.CL source ↗

Aug 6 Emulate or estimate? The divergent strengths of base and post-trained language models for opinion simulation arXiv cs.CL source ↗

Aug 6 OncoTriad-QA: a patient-level radiology-pathology-genomics benchmark for pan-cancer reasoning arXiv cs.CL source ↗

Aug 6 Crayotter: Learning long-horizon video editing agents via group-relative preference backpropagation arXiv cs.CL source ↗

Aug 6 FLARE: Few-shot learning-based adaptive reflective engine arXiv cs.CL source ↗

Aug 6 Aligned in form, not in meaning: the comprehension–containment decoupling of LLM safety in low-resource Bangla derogatory speech arXiv cs.CL source ↗

Aug 6 TabletCraft enables bidirectional Akkadian NMT and cuneiform rendering to bridge a 4,000-year cultural gap. arXiv cs.CL source ↗

Aug 6 Knowing the form, not the function: automatically auditing answer–authority decoupling in legal benchmarks arXiv cs.CL source ↗

Aug 6 TQLite: multi-LLM jury-guided distillation for real-time MQM translation quality evaluation arXiv cs.CL source ↗

Aug 6 BBOWP-Bench: Evaluating LLMs on Black-Box Optimization Word Problems arXiv cs.CL source ↗

Aug 6 Character iconicity vs. arbitrariness: an Arabic NLP perspective arXiv cs.CL source ↗

Aug 6 Study questions reliability of statistical measures in script decipherment; SIGIL shows 3,000-text corpus with explicit compositional meanings but undeciphered signs arXiv cs.CL source ↗

Aug 6 MemArena: an ego-centric benchmark for on-device agentic personal memory assistants at scale arXiv cs.CL source ↗

Aug 6 Language models encode contextual truth of propositions along linear activation directions across output policies arXiv cs.CL source ↗

Aug 6 Preferred, not safer: pairwise preference is a poor proxy for clinical safety arXiv cs.CL source ↗

Aug 6 Language models reveal urban profiles from anonymized city references using 40 indicators across seven domains arXiv cs.CL source ↗

Aug 6 Stuck on "A": diagnosing and repairing interface injury in attention-to-KDA linearization of a 0.6B language model arXiv cs.CL source ↗

Aug 6 BODHI: do LLMs branch out and discover heterogeneous inferences? arXiv cs.CL source ↗

Aug 6 A long-run persistence theory for AI systems under the redundancy-adjusted artificial age score (AAS) arXiv cs.AI source ↗

Aug 6 Leak-Resistant unlearning: a new benchmark for evaluating multi-hop reasoning consistency and recovery robustness arXiv cs.AI source ↗

Aug 6 Agreement-before-Diversity: a verification-first criterion for heterogeneous language-model coordination arXiv cs.AI source ↗

Aug 6 CAMP: a cycle-aware multi-scale patch mixer for time series forecasting arXiv cs.LG source ↗

Aug 6 Calibrating artificial guilt: neurally grounded reward shaping for prosocial multi-agent reinforcement learning. arXiv cs.AI source ↗

Aug 6 On Hamming-Lipschitz type stability of the subdominant (minmax) ultrametric: theory and simple proofs arXiv cs.LG source ↗

Aug 6 Understanding fault tolerance of adversarially robust pruned models arXiv cs.LG source ↗

Aug 6 Monte Carlo Tree Search for table-to-multimodal report generation arXiv cs.AI source ↗

Aug 6 Trust-region framework for moment estimation constrains update steps in Adam-like optimizers; derives a family of learning-rate mechanisms based on moment constraints arXiv cs.LG source ↗

Aug 6 Interoceptive attention as dynamic homeostatic prioritization in a foraging agent arXiv cs.AI source ↗

Aug 6 C2MOE uses consistency and complementarity-guided mixture of experts to handle incomplete multimodal emotion learning. arXiv cs.LG source ↗

Aug 6 Recurrent Residual Quantization: a PTQ framework for progressive multi-precision LLM representation arXiv cs.LG source ↗

Aug 6 Improving auto-design of neural PDE solvers with a domain-specific language arXiv cs.AI source ↗

Aug 6 Joint UAV flight and opportunistic routing under reinforcement learning for delay-tolerant networks arXiv cs.AI source ↗

Aug 6 From non-convex self-concordant regularization to scalable quasi-Newton training of PINNs arXiv cs.LG source ↗

Aug 6 SpecDrop: parameter-free routing for modular specialization in mixture-of-experts networks arXiv cs.LG source ↗

Aug 6 Tactus: Open-vocabulary object recognition from low-cost pressure arrays arXiv cs.LG source ↗

Aug 6 Lindblad-inspired multi-timescale reservoir computing with separable rotation and dissipation arXiv cs.LG source ↗

Aug 6 NeuMoSync integrates neuron-specific neuromodulation into deep networks to improve plasticity and adaptability in continual learning. arXiv cs.AI source ↗

Aug 6 Random features for Grassmannian kernel approximation with bounded rank-one projections arXiv cs.LG source ↗

Aug 6 Unscented KalmanNet: a hybrid deep learning filter with calibrated posterior covariance for nonlinear state estimation arXiv cs.LG source ↗

Aug 6 AI literacy for legal translation: developing digital resilience arXiv cs.AI source ↗

Aug 6 Comparative study of feature selection methods for EHR diagnosis codes in opioid use disorder prediction arXiv cs.LG source ↗

Aug 6 Attention-Only white-box transformer via LeJEPA-based self-supervised pretraining arXiv cs.LG source ↗

Aug 6 Spatiotemporal graph transformer for traffic intelligence in edge computing arXiv cs.LG source ↗

Aug 6 RAIL Principles for Neurosymbolic AI: Reasoning, Assurances, Interfacing and Learning arXiv cs.AI source ↗

Aug 6 What Is a Skill Worth? Structure-aware Shapley valuation of agent skills arXiv cs.AI source ↗

Aug 6 FinProBench provides a benchmark for professional financial tasks and RGRC derives rubrics from practitioner deliverables to evaluate financial AI agents. arXiv cs.AI source ↗

Aug 6 The LLM proposes, the executive disposes: a self-verifying agent instrument that dissociates commitment drift from binding drift in long-horizon agents. arXiv cs.AI source ↗

Aug 6 CARGO-VL: a group-relative framework for counterfactual arbitration with risk-constrained optimization in vision-language models arXiv cs.AI source ↗

Aug 6 Adversarially robust abductive fusion of pre-trained transformer-based perception models arXiv cs.AI source ↗

Aug 6 Traceable LLM-generated hazard scenarios from ASRS reports for aviation safety analysis arXiv cs.AI source ↗

Aug 6 LiNC: Lightweight Noise Correction via per-sample trust and Gaussian mixture modeling arXiv cs.LG source ↗

Aug 6 Robust and personalized federated learning for aircraft-engine prognostics under benign and adversarial client heterogeneity arXiv cs.LG source ↗

Aug 6 Learning to resolve neutron resonances with fully convolutional neural networks arXiv cs.LG source ↗

Aug 6 MatrAIx: Simulating the world with 8.3 billion persona agents arXiv cs.AI source ↗

Aug 6 MINT: tensor decomposition on stacked recurrence matrices for time series data mining arXiv cs.LG source ↗

Aug 6 LaPrune: controllable differentiable sparsity at million scale. arXiv cs.LG source ↗

Aug 6 BrainBench benchmarks large language models for comprehensive EEG understanding arXiv cs.AI source ↗

Aug 6 SJEPA: learning elegant latent dynamics with hybrid symbolic-neural predictors arXiv cs.LG source ↗

Aug 6 TS2TabPFN: time series classification and extrinsic regression through feature extraction and a tabular foundation model arXiv cs.LG source ↗

Aug 6 Architectural implications of agentic AI workflows; study characterizes fragmentation and heterogeneity in agentic execution across production Azure workflows and open-source frameworks arXiv cs.AI source ↗

Aug 6 A/B Agent: a self-evolving agent for strategy iteration in industrial A/B testing arXiv cs.AI source ↗

Aug 6 An explainable LLM agent layer for open-world anomaly detection in oil wells arXiv cs.LG source ↗

Aug 6 When prompts become pixels: prompt-region grounding for multimodal reasoning arXiv cs.AI source ↗

Aug 6 SafeCommit introduces a risk-controlled layer to certify memory-grounded agents before action under memory uncertainty arXiv cs.AI source ↗

Aug 6 MERaLiON-GR: a speech gender recognition model for English and SEA languages uses LoRA fine-tuning on MERaLiON-SpeechEncoder-2 arXiv cs.CL source ↗

Aug 6 Towards end-to-end multilingual metaphor processing: integrating detection, translation, and evaluation arXiv cs.CL source ↗

Aug 6 Output-budget regimes change the measured multilingual reasoning gap in MGSM for Qwen3-8B and Llama-3.1-8B-Instruct across prompting budgets arXiv cs.CL source ↗

Aug 6 Eliciting intrinsic hallucinations in LLMs via semantically equivalent adversarial attacks arXiv cs.CL source ↗

Aug 6 DataRx: missingness-aware sampling for safer large language model task-specific fine-tuning arXiv cs.CL source ↗

Aug 6 Visualizing graph-to-answer mechanism recovery in materials-science hypothesis generation arXiv cs.CL source ↗

Aug 6 MAP-PO: learning sexism detection by preserving perspectivist annotations on EXIST 2024 tweets arXiv cs.CL source ↗

Aug 6 Large Language Models for low-resource languages: a conceptual framework for an electronic explanatory dictionary of the Tajik language arXiv cs.CL source ↗

Aug 6 Right Reset: Chunking by Prefix Removal arXiv cs.CL source ↗

Aug 6 The Calibration Floor: format repair can masquerade as self-correction at small-to-mid scale arXiv cs.CL source ↗

Aug 6 Patients-like-me: a variational LM–GNN framework for explainable clinical prediction arXiv cs.CL source ↗

Aug 6 Searching for sound-meaning collisions: graph-based affordance retrieval and multi-evaluator ranking for pun translation at CLEF 2026 JOKER Task 2 arXiv cs.CL source ↗

Aug 6 Test whether language models implement an in-context conditional rule via a runtime circuit across models and languages arXiv cs.CL source ↗

Aug 6 Reconstructing persistent worlds from narratives for narrative-grounded interactive experiences arXiv cs.CL source ↗

Aug 6 Hallucinations on the board: tool-augmented evaluation of LLM chess commentary arXiv cs.CL source ↗

Aug 6 FinReportBench benchmarks and improves institution-grade financial report generation using a 35-item rubric arXiv cs.CL source ↗

Aug 6 EdgeLM uses edge demonstrations for improving table understanding in language models arXiv cs.CL source ↗

Aug 6 NOLLI: a procedurally generated English-Korean puzzle benchmark for diagnosing the English-Korean performance gap. arXiv cs.CL source ↗

Aug 6 Equitable system-prompt selection via constrained mixed-strategy groupDRO arXiv cs.CL source ↗

Aug 6 When more becomes less: position-dependent repetition effects in language models arXiv cs.CL source ↗

Aug 6 Social pressure breaks majority voting in LLM safety panels arXiv cs.CL source ↗

Aug 6 The fairness collapse phenomenon: bias amplification in language models trained on synthetic data arXiv cs.CL source ↗

Aug 6 Transfer learning for named entity recognition of classical Latin through LLM prompting arXiv cs.CL source ↗

Aug 6 MIDAS: Multi-LLM Iterative Data-Adaptive Summarization arXiv cs.CL source ↗

Aug 5 Shared organizational memory for enterprise coding agents: system design and deployment snapshot arXiv cs.AI source ↗

Aug 5 SIRIN: a unified toolkit for detecting contextual hallucinations in retrieval-augmented and memory-grounded LLM systems arXiv cs.AI source ↗

Aug 5 Energy efficiency of locally deployed LLMs: a preliminary quantitative GPU power benchmark on consumer hardware arXiv cs.AI source ↗

Aug 5 Personalizing large language model agents with small policy models arXiv cs.AI source ↗

Aug 5 Linguistic context recodes visual representations in vision-language models arXiv cs.AI source ↗

Aug 5 H+ Embedding: harmonizing global and token-level retrieval with context-dependent phrases arXiv cs.AI source ↗

Aug 5 CoT-Core: accelerating LLM evaluation via CoT-aware coreset selection arXiv cs.AI source ↗

Aug 5 TRACE-TS: attribution-grounded and traceable sensor-language reasoning for human activity understanding arXiv cs.AI source ↗

Aug 5 Motif-Mamba: network motif improved mamba for long-range sequence modeling arXiv cs.AI source ↗

Aug 5 Nova: an end-to-end MLIR compiler for deep learning arXiv cs.AI source ↗

Aug 5 Agentic coding in the wild: characterization of GitHub Copilot traces at production scale arXiv cs.AI source ↗

Aug 5 Request-level energy attribution for batched LLM serving arXiv cs.AI source ↗

Aug 5 Geometric self-supervised pre-training improves neural combinatorial optimization generalization to larger TSP instances arXiv cs.AI source ↗

Aug 5 Structural limits persist for homogeneous multi-agent groundedness verification, even with a three-agent panel across six benchmarks. arXiv cs.AI source ↗

Aug 5 Optimization and constraint modeling using LLMs with a retrieval augmented generation process arXiv cs.AI source ↗

Aug 5 AgentStream evaluates self-evolving LLM agents under streaming tasks arXiv cs.AI source ↗

Aug 5 Revisiting classic thought experiments to measure consciousness for artificial intelligence safety arXiv cs.AI source ↗

Aug 5 RF-HOI uses radio frequency signals to recognize human-object interactions (HOI) without vision-based inputs arXiv cs.AI source ↗

Aug 5 WM-Cov: Test adequacy for interactive world-model-style autonomous driving simulation arXiv cs.AI source ↗

Aug 5 RAG-TESTER: automated end-to-end testing of retrieval-augmented large language models arXiv cs.AI source ↗

Aug 5 Enhancing LLMs with context-specific knowledge for mitigating misinformation in SMEs using RAG-based modeling and analysis arXiv cs.AI source ↗

Aug 5 Wiring beats blending: what transfers between transformer sizes — and what doesn’t arXiv cs.LG source ↗

Aug 5 Population-robust feature selection via generalized welfare optimization arXiv cs.LG source ↗

Aug 5 Designing a good virtual node: addressable and cardinality-preserving global memory for message passing architectures arXiv cs.LG source ↗

Aug 5 Geodesic Normalization keeps hidden states on a hypersphere by orthogonalizing layer outputs and updating via the Riemannian exponential map arXiv cs.LG source ↗

Aug 5 Measuring explainer stability via attribution separability arXiv cs.LG source ↗

Aug 5 Topological simplification in predictive coding networks across layers measured with persistent homology on MNIST and synthetic data arXiv cs.LG source ↗

Aug 5 LLMs can annotate attribution graphs arXiv cs.LG source ↗

Aug 5 NANQ: Noise-floor-aware mixed-precision non-uniform quantization for analog compute-in-memory arXiv cs.LG source ↗

Aug 5 Adaptive sampling for automated post-disaster rapid damage assessment via level-set cost-aware Bayesian optimization arXiv cs.LG source ↗

Aug 5 Evaluation blindness: silent measurement failures can hide AI system faults from training to deployment arXiv cs.LG source ↗

Aug 5 Can training logs make model comparisons more precise? arXiv cs.LG source ↗

Aug 5 PatTree: a novel approach for automated creation of multimodal, graph-based patient representations for medical classification tasks arXiv cs.LG source ↗

Aug 5 Verifier-Guided model discovery for physical dynamical systems with pretrained symbolic transformers arXiv cs.LG source ↗

Aug 5 Deep Divide-and-Reduce in Symbolic Regression arXiv cs.LG source ↗

Aug 5 Neural networks with local converging inputs improve efficiency of multi-asset options pricing by locally correcting coarse-mesh solutions with a minimal high-precision input. arXiv cs.LG source ↗

Aug 5 GeoID-PINN models identifiability-aware regional epidemic inference with geographic coupling using a physics-informed neural network for SIRD dynamics arXiv cs.LG source ↗

Aug 5 PhenMol: a structure-preserving framework for phenotypic drug discovery in learning molecular representations from cellular phenotypes arXiv cs.LG source ↗

Aug 5 Contrast-invariant deep ptychography neural networks arXiv cs.LG source ↗

Aug 5 Output-Aware Rotation for INT2 KV-Cache Quantization arXiv cs.LG source ↗

Aug 5 CT-HEG: a bidirectional, timestamp-attributed event graph for ICU in-hospital mortality prediction; an architectural ablation study arXiv cs.LG source ↗

Aug 5 Multimodal auto-regressive transformer surrogate models variable well operations and quantifies uncertainty in geological carbon storage arXiv cs.LG source ↗

Aug 5 Maglev: Sliding Recurrent Memory uses a recurrent Transformer with fixed-size memory to generalize sliding-window attention; introduces a two-model architecture with a prefiller and memory model arXiv cs.LG source ↗

Aug 5 GoT-CD: Graph-of-thoughts causal discovery and the fragility of post-hoc path-specific fairness audits arXiv cs.LG source ↗

Aug 5 NOMADD: numerical optimization of models adapting to data drift arXiv cs.LG source ↗

Aug 5 Globe: Trajectory-aligned gradient matching with structured sparse optimization for coreset selection arXiv cs.LG source ↗

Aug 5 MedPIC-Bench benchmark evaluates counterfactual sensitivity to patient information in medication-safety reasoning arXiv cs.AI source ↗

Aug 5 PULSE: an executable contract language for spatiotemporal knowledge graph engineering arXiv cs.AI source ↗

Aug 5 ISEE: Interactive Semantic Enrichment for Database Fields enhances data sense-making by improving semantic clarity of field descriptions through LLM-based agents. arXiv cs.AI source ↗

Aug 5 Information boundaries for group-robust LLM pruning limit compression-based selection; a dense pruning score can misrank candidates, with a conic law modeling the pooling price for group distinctions arXiv cs.AI source ↗

Aug 5 HyperAgent: planning and acting over tool-schema hypergraphs for tool-use LLM agents arXiv cs.AI source ↗

Aug 5 Beyond the hivemind: escaping LLM homogeneity via meta-persona anchoring and sequential temperature scaling arXiv cs.AI source ↗

Aug 5 Predictive set theory: a generative framework for cognitive architecture with operationalized core mechanisms arXiv cs.AI source ↗

Aug 5 Towards a new paradigm of scientific discovery with socialized artificial intelligence arXiv cs.AI source ↗

Aug 5 BAP-SQL: Budget-aware observation planning for agentic text-to-SQL arXiv cs.AI source ↗

Aug 5 Hypercubes, hyperplanes, and constraint-induced complexity collapse in atomic concept learning arXiv cs.AI source ↗

Aug 5 DiffImaginE introduces a multimodal named entity recognition verifier using diffusion imagery to assess entity-type compatibility arXiv cs.AI source ↗

Aug 5 AI Agent Economics: can autonomous economic behavior emerge among AI agents under minimal external conditions? arXiv cs.AI source ↗

Aug 5 TraceCAD: trace-guided repair for agentic CAD generation arXiv cs.AI source ↗

Aug 5 LoCA: Forward-only LLM tuning after one-shot calibration with local credit assignment arXiv cs.AI source ↗

Aug 5 ProPRL: property-aware prerequisite relation learning in educational knowledge graphs. arXiv cs.AI source ↗

Aug 5 Getting the parameters right: a difficulty-graded benchmark and probe-guided training for LLM tool calls arXiv cs.AI source ↗

Aug 5 Missing data layer in Latin American AI infrastructure; proposes DataHub to address dataset discovery and supply challenges arXiv cs.AI source ↗

Aug 5 Interpreting black-box large language models with sentence-level energy landscapes arXiv cs.AI source ↗

Aug 5 VeriTrace: human-like temporal exploration completes agentic action space arXiv cs.AI source ↗

Aug 5 Explainable AI for the EU Right to Explanation: a systematic review of the law–XAI translation gap arXiv cs.AI source ↗

Aug 5 UrbanAgent: a tool-augmented agent for cross-system urban tasks arXiv cs.AI source ↗

Aug 5 Self-Organising Digital Circuits demonstrate meta-learning-based functional logic generation on graphs for adaptive circuit maintenance arXiv cs.AI source ↗

Aug 4 Machine-learning-guided pipeline enables on-demand solvent candidate generation and testing of electrolyte recipes; SEM images show sodium-metal deposit morphologies for three candidates MIT News (AI) source ↗

Aug 4 Benefits of medical AI assistance vary by user expertise, with non-experts trusting AI advice more than clinicians who recognize AI mistakes. MIT News (AI) source ↗

Aug 4 Dual-penalty evasion framework to fool white-box explainable AI auditors; arXiv:2608.00566v1 reports attacks on post-hoc explainers like LIME, SHAP, and Integrated Gradients arXiv cs.LG source ↗

Aug 4 RubricReviewer: converting direct critique into rubric-driven peer review to make reviews objective and comprehensive arXiv cs.CL source ↗

Aug 4 Response magnitude as a dominant signal for held-out CRISPRi perturbation effect prediction arXiv cs.LG source ↗

Aug 4 Cost-effective automated judging of natural-language mathematical proofs using open-weight models aligns with human grading decisions on IMO-GradingBench instances arXiv cs.CL source ↗

Aug 4 DLLM-TTS: Block discrete diffusion language model for text-to-speech synthesis arXiv cs.CL source ↗

Aug 4 Obshazard-bench: benchmarking multimodal foundation models for real-time disaster intelligence from raw earth observation streams arXiv cs.CL source ↗

Aug 4 SLMs as multi-agent routers: a progressive SFT and reinforcement learning approach arXiv cs.CL source ↗

Aug 4 A Constitution-Grid instrument for data-efficient RL alignment (C-Guard) arXiv cs.CL source ↗

Aug 4 MemoryForge: Synthesize lifelong memory for human-like LLM agents arXiv cs.CL source ↗

Aug 4 Ensemble of unsupervised deep learning for clustering imbalanced tabular data arXiv cs.LG source ↗

Aug 4 Boosting diversity in text diffusion models via entropy-based guidance arXiv cs.CL source ↗

Aug 4 Modeling unknown nonlocal PDE systems via flow-map learning arXiv cs.LG source ↗

Aug 4 Verifier-induced support reshaping in on-policy optimization shows verifiable rewards shaping trajectories and reducing successful behaviors for later objectives in RLVR arXiv cs.LG source ↗

Aug 4 Targeted low-rank adaptation via causal layer selection to bridge English-Arabic medical knowledge gap arXiv cs.CL source ↗

Aug 4 Averaging bias: human faithfulness annotations are not locally faithful arXiv cs.CL source ↗

Aug 4 Agentic Graph Token Reasoning arXiv cs.LG source ↗

Aug 4 Textual descriptors predict early-stage startup exit using a 850-feature text-based framework on 7,419 startups over 20 years. arXiv cs.CL source ↗

Aug 4 CoSynFlow: conformal symplectic neural flows for cross-system prediction of dissipative Hamiltonian dynamics arXiv cs.LG source ↗

Aug 4 Agentic Bayesian Optimization through surrogate-augmented autoresearch arXiv cs.LG source ↗

Aug 4 SeDeM: selective decompression of hidden-state memories for long-context question answering arXiv cs.CL source ↗

Aug 4 Similarity-aware machine unlearning arXiv cs.LG source ↗

Aug 4 Fairness auditing: quantify unavoidable post-audit manipulation under finite resources arXiv cs.LG source ↗

Aug 4 Stabilized best-of-K training for neural combinatorial optimization arXiv cs.LG source ↗

Aug 4 Trustworthiness costs of domain adaptation in small language models; a cross-architecture empirical study arXiv cs.CL source ↗

Aug 4 Neural operator learning for collision-aware trajectory planning of spacecraft swarms arXiv cs.LG source ↗

Aug 4 DSETA: a dual-stage continual learning framework for travel time prediction in dynamic traffic environments arXiv cs.LG source ↗

Aug 4 Inference-time policy alignment for fair reinforcement learning arXiv cs.LG source ↗

Aug 4 Comparing and modeling argumentation in German political communication across arenas arXiv cs.CL source ↗

Aug 4 LLantia: an LLM-based method for automated neural circuit inference and analysis arXiv cs.CL source ↗

Aug 4 What transfers from text to vision? Capability-Driven Multimodal Scaling Law and transfer dynamics for VLMs arXiv cs.CL source ↗

Aug 4 Learning compositional meta-routing for agentic workflows; an executable benchmark arXiv cs.LG source ↗

Aug 4 HP-JEPA: hierarchical partitioning for multi-resolution graph joint-embedding predictive learning arXiv cs.LG source ↗

Aug 4 AutoCause is an open-source Python workflow that automates expert decisions in environmental time-series causal discovery. arXiv cs.LG source ↗

Aug 4 Role steering of language models for social simulations arXiv cs.CL source ↗

Aug 4 Cross-task dissociation in frontier vision-language model theory of mind arXiv cs.CL source ↗

Aug 4 Sixteen language models yield 1.69 distinct formulations on a psychotherapeutic case; ensembles offer multiple perspectives before a decision arXiv cs.CL source ↗

Aug 4 Leak It: a probabilistic approach to training-data extraction from black-box language models arXiv cs.LG source ↗

Aug 4 Rethinking pretraining for specialized design data: evidence from the JONES-19 cultural design dataset arXiv cs.LG source ↗

Aug 4 LLM-OSDA: an optimal-stopping dynamic auction for native advertising in multi-turn LLM conversations arXiv cs.CL source ↗

Aug 4 Progressive^2: a teacher-student progressive co-evolving knowledge distillation method for substantial model compression arXiv cs.LG source ↗

Aug 4 Physics-chemistry-informed neural network (PCINN) enables real-time SALD surface coverage prediction and reliable kinetics inversion arXiv cs.LG source ↗

Aug 4 A Few Neurons Reveal When LLMs Misuse Tools: Sparse Detection and Selective Steering for Reliable Tool Use arXiv cs.CL source ↗

Aug 4 CurveShift: Is Agent Progress Scalar? Separating Level from Shape arXiv cs.CL source ↗

Aug 4 Abstention as an action can kill both the reward gradient and the KL anchor: collapse law and repair for error-penalized reinforcement learning arXiv cs.LG source ↗

Aug 4 DiffusionGemma is an experimental open-weight language model that uses discrete diffusion to generate text in parallel blocks of 256 tokens, avoiding sequential decoding bottlenecks. arXiv cs.CL source ↗

Aug 3 Alexander Rakhlin named director of the MIT Statistics and Data Science Center. MIT News (AI) source ↗

Aug 3 Orchard: an open framework for scalable agentic AI Microsoft Research source ↗

Aug 3 Safety, or just capability? A validity audit of agent-safety benchmarks arXiv cs.AI source ↗

Aug 3 SEDR-Seq2P: a lightweight dilated residual sequence-to-point network for multi-task industrial NILM arXiv cs.LG source ↗

Aug 3 Benchmarks are not monolithic: sample-level auditing and orchestration for LLM evaluation show dataset-centric meta-evaluation along five latent dimensions arXiv cs.CL source ↗

Aug 3 Representations from pretrained machine-learning interatomic potentials as coarse coordinates for material generation and evaluation arXiv cs.LG source ↗

Aug 3 Mitigating class-tail undercoverage in medical vision-language models under clinical shift arXiv cs.LG source ↗

Aug 3 MPP-GNN: Subject-Adaptive Community Detection for fMRI-Based Alzheimer's Disease Classification arXiv cs.LG source ↗

Aug 3 Knowledge distillation in small instruction-tuned LMs has asymmetric effects on bias, improving context-following for unambiguous tasks but degrading calibration for ambiguous tasks. arXiv cs.CL source ↗

Aug 3 EarlyDx: an admission-anchored benchmark for open-ended generation of evidence-supported ED-encounter diagnoses arXiv cs.AI source ↗

Aug 3 TextCloak defends against unauthorized LLM exploitation by RL-driven unlearnable text arXiv cs.CL source ↗

Aug 3 Self-Supervised Skill Optimization learns reusable agent skills from unlabeled task instances alone arXiv cs.CL source ↗

Aug 3 Fast rates for swap-agnostic learning of proper losses arXiv cs.LG source ↗

Aug 3 Predicting steel fatigue life from micrographs using physics-informed deep learning arXiv cs.LG source ↗

Aug 3 Reasoning in real world clinical care: why large language models are not yet safe for autonomous clinical decision support; corroborating coverage notes real-world credibility tests of LLM reasoning arXiv cs.AI source ↗

Aug 3 Sensitivity analysis of GRU, LSTM and Transformer encoder in classification of automated driving systems arXiv cs.LG source ↗

Aug 3 PARALLEL: a prefrontal-aligned reinforcement-inspired approach for language-model learning under explicit limits arXiv cs.CL source ↗

Aug 3 Fragility of value under imperfect alignment; model analyzes how optimizing for an imperfect proxy can yield catastrophic outcomes arXiv cs.AI source ↗

Aug 3 Machine learning approaches for enhancing decision-making in complex discrete choice tasks show potential for policy-based preference elicitation over traditional parametric models arXiv cs.LG source ↗

Aug 3 Adaptivity via a parallel architecture for stochastic gradient methods arXiv cs.LG source ↗

Aug 3 Reflection or re-generation? Why LLM revision fails where human revision succeeds arXiv cs.LG source ↗

Aug 3 Topology-aware data movement for disaggregated GPU inference arXiv cs.LG source ↗

Aug 3 Distilling knowledge from large language models into lightweight reinforcement learning agents for autonomous cyber operations arXiv cs.LG source ↗

Aug 3 LARA: Lightweight additive residual adaptation for composable adaptation and alignment in frozen models; operates in the residual stream rather than updating base weights arXiv cs.LG source ↗

Aug 3 ViSAGE: constructing self-correcting memories for long-form video understanding arXiv cs.AI source ↗

Aug 3 The Morphological core of Dungan: a two-dialect finite-state model and a multi-genre evaluation arXiv cs.CL source ↗

Aug 3 Identifying informative environments for cognition parameter inference via Bayesian experimental design. arXiv cs.AI source ↗

Aug 3 Ontology-guided deduplication-aware extraction layer for knowledge graph construction from heterogeneous documents arXiv cs.AI source ↗

Aug 3 Gated Q-learning: add off-policy bias to taste arXiv cs.LG source ↗

Aug 3 Model or harness? An interaction-centric taxonomy for localizing agent failures arXiv cs.AI source ↗

Aug 3 Feature interaction modeling for physics-informed neural networks and neural operators arXiv cs.LG source ↗

Aug 3 Can AI evaluate AI scientists? A benchmarking study of autonomous research generation systems using automated multi-model review arXiv cs.AI source ↗

Aug 3 TAPR: a task-aware prompt rewriter improves downstream LLM performance by reformulating user prompts into task-optimized prompts using reinforcement learning with GRPO arXiv cs.AI source ↗

Aug 3 MMFGU: Multimodal Federated Graph Unlearning enables fine-grained deletion in multimodal federated learning; arXiv paper outlines approach arXiv cs.LG source ↗

Aug 3 ZeroR@CHiPSAL 2026: two-stage vision-language adaptation with contrastive learning for Nepali meme classification arXiv cs.CL source ↗

Aug 3 Entropy-based CoT pruning offers no advantage over random pruning; low-entropy token retention is only briefly effective, per tests across models and tasks. arXiv cs.CL source ↗

Aug 3 Mixture-of-Translators: translating KV caches across heterogeneous large language models arXiv cs.CL source ↗

Aug 3 What must be true before AI ships in a regulated firm arXiv cs.CL source ↗

Aug 3 Token-Level diagnosis of sycophancy in LLMs with attribution-guided steering arXiv cs.CL source ↗

Aug 3 NeSyFS: A Neuro-symbolic fast-slow thinking framework for LLM agent under partial observability arXiv cs.AI source ↗

Aug 3 MerchantBench benchmarks LLM agents for long-term coherence in e-commerce operations arXiv cs.AI source ↗

Aug 3 Preference-Optimized LLM counselors trade goal persistence for relational attunement in motivational interviewing arXiv cs.CL source ↗

Aug 3 LLMs tested for predicting item difficulty levels in large-scale tests; study compares prompting strategies and models across LLMs and encoder-only baselines. arXiv cs.CL source ↗

Aug 3 MMShopBench: a real-log benchmark for multimodal, multi-turn shopping agents arXiv cs.AI source ↗

Aug 3 Flow matching with missing data arXiv cs.LG source ↗

Aug 3 TAGTorch: a PyTorch library for geometry, topology, and symmetry-aware machine learning arXiv cs.LG source ↗

Aug 3 Evidence-grounded constraint checking in construction documents arXiv cs.AI source ↗

Aug 3 Guarantees on dynamical system distinguishability for LLM token generation arXiv cs.LG source ↗

Aug 3 Lawful: Law-aligned witness for faithful use of latents explores interpretability gaps in physics-law representations arXiv cs.LG source ↗

Aug 3 BLADE: Boundary-expanded and layer-adaptive dynamic exit for efficient LLM reasoning arXiv cs.CL source ↗

Aug 3 How hard does it think? Analyzing step-aware reasoning energy in LLM chain-of-thought trajectories arXiv cs.AI source ↗

Aug 3 Empowering cross-domain sequential recommendation with hybrid tokenization and serial-parallel decoding arXiv cs.AI source ↗

Aug 3 Mirror learning: acquiring actionable policies from passive observation through third-person demonstrations arXiv cs.LG source ↗

Aug 3 Stateful knowledge learning enables LLM agents to move from trajectory-level reflection to predictive foresight arXiv cs.CL source ↗

Aug 3 LLM framework for discovering major mathematical conjectures: AI's quest for the next Riemann hypothesis arXiv cs.AI source ↗

Aug 3 Evaluating federated pre-training: reliability of downstream fine-tuning and intrinsic evaluation arXiv cs.CL source ↗

Aug 3 Multi-agent planning with spatio-temporal and topological constraints using STL-GO arXiv cs.AI source ↗

Aug 3 On the generalization of steering vectors for chain-of-thought faithfulness arXiv cs.AI source ↗

Aug 3 From inline notes to collected commentaries: preserving context in the organization of exegetical knowledge in classical Chinese texts arXiv cs.CL source ↗

Aug 3 Chain-of-Models: cross-model auditing for bias-robust LLM judges arXiv cs.CL source ↗

Aug 3 Hypergradient-based bilevel reinforcement learning with improved sample complexity arXiv cs.LG source ↗

Aug 3 Hierarchical Copula-Gumbel-Top-K routing: two-sided dependence control for frozen mixture-of-experts at fixed per-token routing laws arXiv cs.LG source ↗

Aug 3 TELLER: Dual-Path Iterative Preference Optimization for Table Entity Linking arXiv cs.CL source ↗

Aug 3 Imbalanced data clustering via targeted data augmentation using GMM and LLM arXiv cs.CL source ↗

Aug 3 Scaling scientific discovery environments for turn-level agentic RL arXiv cs.AI source ↗

Aug 3 ThinkReset: Learnable intermediate interface construction for bounded-context long-horizon reasoning arXiv cs.AI source ↗

Aug 3 TokenSwap benchmarks and reduces the modality gap in multimodal LLMs arXiv cs.CL source ↗

Aug 3 Technological advances in detecting and managing cognitive impairment in older adults: trends, challenges, and future directions arXiv cs.LG source ↗

Aug 3 OpenClaw and Ollama in agentic AI: toward fully autonomous and scalable AI agent systems arXiv cs.AI source ↗

Aug 3 Best Friends, Not Forever: Evaluating long-horizon persona collapse and behavioral drift in AI companions arXiv cs.AI source ↗

Aug 3 Learning optimal dynamic matching via graph neural networks arXiv cs.LG source ↗

Aug 3 Library reachability in LSR-Synth: anti-memorization design changes measurement of symbolic discovery arXiv cs.AI source ↗

Aug 3 FairFund-Bench evaluates distributive bias in LLM resource allocation. arXiv cs.CL source ↗

Aug 3 SciToolAgent-Evo: an ontology-aware self-evolving agent for open-world scientific tool acquisition arXiv cs.AI source ↗

Aug 3 The Formalism Trap: LLM-as-a-Judge evaluators conflating proceduralism with semantic truth under social load arXiv cs.CL source ↗

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