arXiv Artificial IntelligenceResidual Sparsification via Output Importance for Compressing Mixture-of-Experts LLMs
arXiv:2609.00575v2 Announce Type: replace Abstract: Mixture-of-experts (MoE) architectures scale large…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceVoiceLongMemEval: Do Assistants Remember How You Sounded?
arXiv:2609.00570v2 Announce Type: replace Abstract: With the growing scale of multi-agent architectures and…
arXiv Artificial IntelligenceOpenAgentFlow: Enabling System-Wide Safety Boundaries for Heterogeneous AI Agent Fleets
arXiv:2609.00015v2 Announce Type: replace Abstract: AI agents powered by large language models are evolving…
arXiv Artificial IntelligenceCogEvol: Towards Efficient and Reliable Learning Environment Generation
arXiv:2608.30968v2 Announce Type: replace-cross Abstract: We present CogEvol, a family of models trained…
arXiv Artificial IntelligenceLot Machine: Multimodal Lot Extraction from Auction Catalogs
arXiv:2608.30510v2 Announce Type: replace-cross Abstract: For provenance research and art market studies…
arXiv Artificial IntelligencePAVE: Predictive Alignment and Value-Guided Evolution for World-Action Policies
arXiv:2608.30378v2 Announce Type: replace-cross Abstract: Direct vision-language-action policies generate…
arXiv Artificial IntelligenceThe Illusion of Replacement: Rethinking Specialized Machine Learning Models in the Foundation Model Era
arXiv:2608.28980v2 Announce Type: replace-cross Abstract: Can the specialized architectures that machine…
arXiv Artificial IntelligenceCan escalation channels redirect reward hacking toward defect disclosure?
arXiv:2608.29460v2 Announce Type: replace Abstract: When coding agents encounter defective test…
arXiv Artificial IntelligenceAccelerating Unified Multimodal Models with Core-Expansion Routing and Unified Computation Scheduling
arXiv:2608.29291v3 Announce Type: replace Abstract: Unified multimodal models jointly support understanding…
arXiv Artificial IntelligenceAutomated Researchers Can Mitigate Well-characterized Alignment Failures
arXiv:2608.28945v3 Announce Type: replace Abstract: Automating alignment research may accelerate progress…
arXiv Artificial IntelligenceMACGen: Toward Functionally Correct and Secure Code Generation via Multi-Agent Collaboration
arXiv:2608.25457v3 Announce Type: replace-cross Abstract: Despite their strong ability to generate code…
arXiv Artificial IntelligenceHeaviside Continuity of Rolling Coefficients for Eliminating Epistemic Entropy in Large Language Models
arXiv:2607.04562v3 Announce Type: replace Abstract: Large language models (LLMs) generate fluent outputs that…
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