arXiv:2606.08296v2 Announce Type: replace Abstract: A key premise in leading arguments for existential risk from artificial intelligence is that…
Category: AI
GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents
arXiv:2605.29668v2 Announce Type: replace Abstract: LLM agents acting in structured environments fail in operational rather than conversational ways, and…
Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest
arXiv:2604.08525v2 Announce Type: replace Abstract: Large language models (LLMs) are trained to align with user preferences through methods like…
NEURON: A Neuro-symbolic System for Grounded Clinical Explainability
arXiv:2605.01189v3 Announce Type: replace Abstract: Clinical AI adoption is hindered by the black-box/grey-box nature of high-performing models, which…
Parameter- and Bandwidth-Efficient Edge–cloud Many-to-Many Speech-to-Text Translation
arXiv:2605.28642v2 Announce Type: replace Abstract: Multimodal large language models (MLLMs) have demonstrated significant potential for speech-to-text…
Bridging Network Fragmentation: A Semantic-Augmented DRL Framework for UAV-aided VANETs
arXiv:2603.18871v2 Announce Type: replace Abstract: Urban Vehicular Ad-Hoc Networks (VANETs) can become fragmented because buildings obstruct wireless…
Semantically Labelled Automata for Multi-Task Reinforcement Learning with LTL Instructions
arXiv:2602.06746v2 Announce Type: replace Abstract: We study multi-task reinforcement learning (RL), a setting in which an agent learns a single,…
BUZZY: Contrastive Scoring to Mitigate Text-Induced Bias in Multimodal Multiple-Choice QA
arXiv:2603.28026v2 Announce Type: replace Abstract: Multimodal multiple-choice question answering (MCQA) provides a standardized and objectively…
The Metacognitive Bottleneck: Japanese Riddles Reveal Fundamental Limits of Machine Insight and Self-Evaluation in Reasoning AI
arXiv:2509.14704v3 Announce Type: replace Abstract: Benchmark saturation and training-data contamination increasingly obscure whether reported gains in…
From Field Data to Global Food Systems Intelligence: A Semantic Graph Framework for Sustainable Wheat Production
arXiv:2502.19507v2 Announce Type: replace Abstract: In response to the growing need for structured, interoperable agricultural data, this paper presents…