arXiv Artificial IntelligenceSymmetry Reveals Layerwise Dynamics: How Transformers Perform In-Context Classification
arXiv:2604.11613v4 Announce Type: replace-cross Abstract: Transformers can perform in-context classification…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories
arXiv:2604.07223v2 Announce Type: replace-cross Abstract: As large language models (LLMs) evolve from static…
arXiv Artificial IntelligenceMulti-objective Evolutionary Merging Enables Efficient Reasoning Models
arXiv:2604.06465v2 Announce Type: replace-cross Abstract: Reasoning models achieve strong performance on…
arXiv Artificial IntelligenceContinual Visual Anomaly Detection on the Edge: Benchmark and Efficient Solutions
arXiv:2604.06435v2 Announce Type: replace-cross Abstract: Visual Anomaly Detection (VAD) is a critical task…
arXiv Artificial IntelligenceSALLIE: Generation-Free Hidden-State Detection of Jailbreaks and Prompt Injections Across Text and Vision
arXiv:2604.06247v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) and Vision-Language…
arXiv Artificial IntelligenceNot All Turns Are Equally Hard: Adaptive Thinking Budgets For Efficient Multi-Turn Reasoning in Agents
arXiv:2604.05164v3 Announce Type: replace-cross Abstract: As LLM reasoning performance plateaus, improving…
arXiv Artificial IntelligenceInterpreting Video Representations with Spatio-Temporal Sparse Autoencoders
arXiv:2604.03919v2 Announce Type: replace-cross Abstract: We present the first systematic study of Sparse…
arXiv Artificial IntelligenceLarge Language Models Align with the Human Brain during Creative Thinking
arXiv:2604.03480v2 Announce Type: replace-cross Abstract: Creative thinking is a fundamental aspect of human…
arXiv Artificial IntelligenceCresOWLve: Benchmarking Creative Problem-Solving Over Real-World Knowledge
arXiv:2604.03374v2 Announce Type: replace-cross Abstract: Creative problem-solving requires combining…
arXiv Artificial IntelligenceGoose: Anisotropic Speculation Trees for Training-Free Speculative Decoding
arXiv:2604.02047v2 Announce Type: replace-cross Abstract: Speculative decoding accelerates large language…
arXiv Artificial IntelligenceRevision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines
arXiv:2604.01029v2 Announce Type: replace-cross Abstract: Multi-LLM revision pipelines, in which a second…
arXiv Artificial IntelligenceTo Memorize or to Retrieve: Scaling the Interaction Between Pretraining and Retrieval
arXiv:2604.00715v2 Announce Type: replace-cross Abstract: Retrieval-augmented generation (RAG) improves…
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