AI News

Is Fairness Truly Fair? Towards Reliable Lipschitz Fairness in Multi-Task Learning via Fixed-\texorpdfstring{$\delta$}{delta} Alignment (arxiv.org)

Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning (arxiv.org)

IDP-Bench: Benchmarking ability of LLMs to protect personal information in interdependent privacy contexts (arxiv.org)

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs (arxiv.org)

Predictive Assistance and the Temporal Dynamics of Exploratory Compression (arxiv.org)

Exploratory Responsiveness and Adaptive Rigidity under AI-Assisted Optimization (arxiv.org)

Catching One in Five: LLM-as-Judge Blind Spots in Production Multi-Turn Transaction Agents (arxiv.org)

Geometry-Aware Reinforcement Learning for 2D Irregular Nesting (arxiv.org)

Causal Ensemble Agent: Hierarchical Causal Discovery with LLM-guided Expert Reweighting (arxiv.org)

Embedding Hybrid Systems into Continuous Latent Vector Fields (arxiv.org)

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting (arxiv.org)

Towards Diverse Scientific Hypothesis Search with Large Language Models (arxiv.org)

ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics (arxiv.org)

Trace2Policy: From Expert Behavior Traces to Self-Evolving Decision Agents (arxiv.org)

Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness (arxiv.org)

A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis (arxiv.org)

STAGE-Claw: Automated State-based Agent Benchmarking for Realistic Scenarios (arxiv.org)

Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning (arxiv.org)

Self-Distillation Policy Optimization via Visual Feedback: Bridging Code and Visual Artifacts (arxiv.org)

Mobility Anomaly Generation using LLM-Driven Behavior with Kinematic Constraints (arxiv.org)

What Spatial Memory Must Store: Occlusion as the Test for Language-Agent Memory (arxiv.org)

From Context-Aware to Conflict-Aware: Generalizing Contrastive Decoding for Knowledge Conflict in LLMs (arxiv.org)

Sim2Schedule: A Simulator-Guided LLM Framework for Autonomous Open-Pit Mine Scheduling (arxiv.org)

Supervised Fine-tuning with Synthetic Rationale Data Hurts Real-World Disease Prediction (arxiv.org)

RealMath-Eval: Why SOTA Judges Struggle with Real Human Reasoning (arxiv.org)

Regimes: An Auditable, Held-Out-Gated Improvement Loop Demonstrated on LongMemEval with ActiveGraph (arxiv.org)

Minimalist Genetic Programming (arxiv.org)

Operator Fusion for LLM Inference on the Tensix Architecture (arxiv.org)

Less Context, Better Agents: Efficient Context Engineering for Long-Horizon Tool-Using LLM Agents (arxiv.org)

Instruction Finetuning DeepSeek-R1-8B Model Using LoRA and NEFTune (arxiv.org)

Does Normalization Choice Matter for Causal Large Time-Series Models? (arxiv.org)

Aesthetic Perspectives in Information Systems Research: A Hermeneutic Analysis (arxiv.org)

Intrinsic Footpoint-invariant Riemannian Cross-covariance (arxiv.org)

Nonlinear Estimator: Dual Bayesian Affine Estimators for Parameter Learning (arxiv.org)

Integrating Local and Global Entropy for Uncertainty Quantification in LLMs (arxiv.org)

Disjoint or Overlapping? Inference Windowing for Reconstruction-Based Time Series Anomaly Detection (arxiv.org)

Using Probabilistic Programs to Train Inductive Reasoning in Large Language Models (arxiv.org)

Range Penalization: Theoretical Insights with Applications in Federated Learning (arxiv.org)

Human-AI Teaming Through the Lens of Calibration (arxiv.org)

Near-Exponential Convergence Rates for kNN Classification based on Boltzmann Margin (arxiv.org)

$k$-Nearest Neighbors in Gromov--Wasserstein Space (arxiv.org)

Decision-Calibrated Conformal Uncertainty for Pacing Decisions in Streaming Advertising (arxiv.org)

Generalized Conformal Predictive Systems Under Distributional Shifts (arxiv.org)

FCC Wants To Kill Burner Phones By Forcing Telecoms To Get All Customers' IDs (yro.slashdot.org)

AXE H20 says its desalination plan is 'drought-proof'— What city leaders think - YouTube (www.youtube.com)

Vacuum-Form Signage (bethmathews.substack.com)

The Neat Little Vehicles That Run a Cemetery (www.thedrive.com)

Hero Studio Photos (www.producthunt.com)

Rich Sutton on AI creativity and discovery (twitter.com)

Smudging the game disc to make speedrunning 'SpongeBob' faster (www.inverse.com)