arXiv Artificial IntelligenceWhen Memory Becomes Authority: Benchmarking Authority Collapse at the Memory Consolidation Boundary
arXiv:2608.01679v2 Announce Type: replace Abstract: Persistent memory allows (self-evolving) LLM agents to…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLongCat Sparse Attention: Taming the Lightning via Streaming-aware Hierarchical Cross-Layer Indexing
arXiv:2608.01662v2 Announce Type: replace Abstract: DeepSeek Sparse Attention (DSA) enables efficient…
arXiv Artificial IntelligenceWhere Reasoning Diverges: Localized Multi-Agent Debate for Multi-Hop Question Answering
arXiv:2608.01463v2 Announce Type: replace Abstract: Multi-agent debate commonly exchanges complete rationales…
arXiv Artificial IntelligenceA New Theory of Value for Post-AGI Economics
arXiv:2608.01432v2 Announce Type: replace Abstract: Artificial general intelligence (AGI) may weaken…
arXiv Artificial IntelligenceSKILL-KD: Contrastive Skill Distillation for LLM Agents
arXiv:2607.28048v2 Announce Type: replace Abstract: Skill-based prompting has become a practical mechanism…
arXiv Artificial IntelligenceSpatialCLI: Learning to Reason With Spatial Tools, Then Without Them
arXiv:2607.27703v2 Announce Type: replace Abstract: Vision-language models (VLMs) are increasingly used in…
arXiv Artificial IntelligenceCAPT: A Multi-task Continuous Autoregressive Transformer enabling Cross-dataset and Cross-species Transfer for Calcium Population Dynamics
arXiv:2607.23258v2 Announce Type: replace Abstract: Large-scale calcium imaging has created an opportunity to…
arXiv Artificial IntelligenceOPOD: On-Policy Omni Distillation
arXiv:2607.20918v3 Announce Type: replace Abstract: Omni-modal models provide a unified interface for text…
arXiv Artificial IntelligencePersonaTrail: Benchmarking Personalized Web Agents through Browsing Trails
arXiv:2607.20482v2 Announce Type: replace Abstract: Recent advances in large language models have enabled web…
arXiv Artificial IntelligenceCura 1T: Specialized Model for Agentic Healthcare
arXiv:2607.15314v2 Announce Type: replace Abstract: Healthcare AI agents handle patient consultation…
arXiv Artificial IntelligenceDo We Really Need Multimodal Emotion Language Models Larger Than 1B Parameters?
arXiv:2607.12787v2 Announce Type: replace Abstract: Recent advances in multimodal large language models…
arXiv Artificial IntelligenceWhere Did It Go Wrong? Process-Level Evaluation of Web Agents with Semantic State Tracking
arXiv:2606.15673v2 Announce Type: replace Abstract: Web agents act through long interaction sequences, yet…
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