AI News

$\tau^\tau$-Bench: An Environment for End-To-End, Realistic Agent Construction (arxiv.org)

Does the Selected Object Reach the Reader? Auditing Identity Handoffs in Grounded Language-Model Pipelines (arxiv.org)

Dynamic Adaptation of the LLM Context for Generating Routines with Coupled Semantics (arxiv.org)

Extremely Sparse Supervision Incentivizes Reasoning Ability (arxiv.org)

La Agente \'Optima: Towards Agentic Self-Driving Laboratories (arxiv.org)

Cost-Aware Hierarchical Multi-Agent Ransomware Detection and Family Attribution (arxiv.org)

Reducing Hallucinated Transcripts in Whisper via Hallucination Space Projection (arxiv.org)

IPGeoAI: Transformer-Based Geolocation with LLM Semantic Fusion (arxiv.org)

From Answers to Interpretations: Rethinking Ambiguity-Induced Aleatoric Uncertainty Estimation in LLMs (arxiv.org)

Continual Field-Adaptive Models (CFAMs) for Post-Deployment Physical AI (arxiv.org)

Data-Driven Discovery of Composition-Dependent Constitutive Models for Hyperelasticity and Viscoelasticity of Digital Materials (arxiv.org)

Repeat-After-Me: Black-Box Adaptive Visual Prompt Injection (arxiv.org)

Towards a universal language of concepts: A survey (arxiv.org)

MaxKernel: Agentic Kernel Generation for TPUs (arxiv.org)

What Does Multi-Harness RL Learn? Credit Assignment and Portability in Coding Agents (arxiv.org)

BioSync: Transformer-Based Cross-Modal Fusion for a Multimodal Physiological Digital Biomarker (arxiv.org)

Rethinking Indirect Prompt Injection as a Test-Time Search Problem (arxiv.org)

MURAL: Multimodal Uncertainty-aware Recommendation via Adaptive edge Learning (arxiv.org)

Pitch-class Steering for Diffusion-based Music Generation via Latent-space Probes (arxiv.org)

Amortizing Scaling Law Construction Costs (arxiv.org)

Atlas: Optimizing Deployment of Compound AI Workflows on Heterogeneous Clusters (arxiv.org)

A Fairness Audit of the Duckworth-Lewis-Stern Method: Format-Specific and Gender-Differential Bias, with an Interpretable Calibration Layer for Cricket Target Revision (arxiv.org)

Spectral-Target Physical Latent Structuring for JEPA-Style World Models (arxiv.org)

Training Large Language Models for Small-Molecule Design with Synthetic Task Scaling (arxiv.org)

Locating and Steering Refusal Beyond Attention (arxiv.org)

WEECFP-SuRGE: Wide Embedded Extended Connectivity Fingerprint with Substructure Rotary Graph-distance Encoding (arxiv.org)

SMILE: Bridging Continuous Optimization and Discrete Symbolic Recovery (arxiv.org)

Too Rare to Learn: Prescribed Cyclone Tracks Degrade a Bay of Bengal Ocean Emulator (arxiv.org)

GNN-Guided Graph Coarsening and Adaptive QUBO Penalties for the Capacitated Vehicle Routing Problem with Time Windows on a Quantum Annealer (arxiv.org)

Representation Redundancy and Structural Complexity in Finite-Field Inversion (arxiv.org)

Optimizer Memory Schedules for Outscaling the Overtraining Axis (arxiv.org)

Fast Surrogate Modeling of Excitable and Oscillatory FitzHugh-Nagumo Dynamics with Parametric Neural Operators (arxiv.org)

Mitra-v2 Technical Report (arxiv.org)

Distilled Continuous Diffusion Language Models Can Write Code in Few Steps---or One (arxiv.org)

An Energy-Based Conservative-Dissipative Latent Neural Evolution Operator for Magnetization Dynamics (arxiv.org)

Nested Inductive Bias Framework for SPD Manifold Learning (arxiv.org)

A Repeated-Measurement Study for Cultural Analytics of English Song Lyrics Using Five Large Language Models (arxiv.org)

Embedded Graph Flows for Categorical Graph Generation (arxiv.org)

Beyond a Universal Forecasting Selector: Demand-Conditioned Model Selection across Demand Patterns and Horizons (arxiv.org)

Disentangling Attention in Deep Operator Learning: A Controlled Study of Data-Driven and Physics-Informed Architectures (arxiv.org)

AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories (arxiv.org)

Cross-Task Generalization Between Understanding and Generation in Unified Vision-Language Models: A Controlled Study (arxiv.org)

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models (arxiv.org)

Measuring proximity to standard planes during fetal brain ultrasound scanning (arxiv.org)

Scale-QLoRA: Code-Invariant Adapter Merging for Native 4-bit Microscaling LLMs (arxiv.org)

Coupled Control and Wireless World Models for Resilient Remote Robotic Control (arxiv.org)

Client-Side Probing of Deleted Ridge Statistics in Federated Unlearning (arxiv.org)

Recovering molecules from coarse-grained beads: free-energy-conditioned generative backmapping across chemical space (arxiv.org)

Tuning Collective Patterns to Alleviate Congestion in Shared AI Clusters (arxiv.org)

Candidate Comparability Before Promotion: Conditional Validation in Adaptive Network Intrusion Detection (arxiv.org)