arXiv:2609.23152v1 Announce Type: cross Abstract: Recently proposed self-supervised audio encoders learn powerful general-purpose representations of sound…
Category: AI
Watching Quantum Models Think: Hilbert-Space Interpretability in Quantum Transformer Blocks
arXiv:2609.23016v1 Announce Type: cross Abstract: Deep learning models are powerful but opaque. As quantum machine learning matures, the field faces a…
MolSC: Leveraging Substituent Contributions to Enhance Fine-grained Molecular Understanding in LLMs
arXiv:2609.23073v1 Announce Type: cross Abstract: Recent advances in natural language processing have led to molecular Large Language Models (LLMs) with…
Neural Spectral Capacity: Measuring and Designing Architectures from Network Specification Alone
arXiv:2609.23087v1 Announce Type: cross Abstract: Modern Transformer design and compression both reduce to allocating capacity under a budget. The…
Auditing Political Alignment in LLM Assistants: Engagement, Stance, and User Identity
arXiv:2609.23039v1 Announce Type: cross Abstract: LLM-based AI systems answer political questions for hundreds of millions of people. Current audits…
From Concept Alignment to Causal Grounding: An Intervention Test of Chain-of-Thought Faithfulness
arXiv:2609.23065v1 Announce Type: cross Abstract: Chain-of-thought (CoT) can sound plausible yet be unfaithful to the model’s underlying reasoning. Most…
General Collaborative Intelligence: Architecting Cognition for Resilient Multi-Agent Ecosystems
arXiv:2609.22967v1 Announce Type: cross Abstract: Multi-agent unmanned systems are moving from isolated, ego-centric sensing toward collaborative…
Interpretable Multi-Hypersphere Deep Anomaly Detection for Open-set Supervised Anomaly Detection
arXiv:2609.23008v1 Announce Type: cross Abstract: Multi-class open-set anomaly detection requires a model to characterize the normal acceptance domain…
Automatic multimodal UX improvement recommendations from LLM agent user simulations
arXiv:2609.22971v1 Announce Type: cross Abstract: Evaluating user experience (UX) on live websites through user testing is expensive, subjective, and…
A Horizon-slicing Approach to Minimum Obstacle Displacement Planning for Robot Navigation
arXiv:2609.22974v1 Announce Type: cross Abstract: In this paper, we investigate the Minimum Obstacle Displacement Planning problem from a robot motion…