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…
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arXiv Artificial IntelligencearXiv 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…
arXiv Artificial IntelligenceDifference-in-Differences on a Censored Rating Scale Can Manufacture an Effect: Evidence from a Pre-Registered LLM-Judge Audit
arXiv:2608.27309v2 Announce Type: replace-cross Abstract: Audits of LLM judges certify a bias by contrasting…
arXiv Artificial IntelligenceSKILL.state: Scalable Long-Horizon Agent Skills
arXiv:2608.26263v3 Announce Type: replace Abstract: Large Language Models (LLMs) increasingly act as…
arXiv Artificial IntelligenceNova: An End-to-End MLIR Compiler for Deep Learning
arXiv:2608.00029v3 Announce Type: replace Abstract: The performance of deep learning models at scale relies…
arXiv Artificial IntelligenceMol-JEPA: A multimodal Joint Embedding Predictive Architecture for Molecules
arXiv:2608.22642v4 Announce Type: replace-cross Abstract: Despite recent advances in molecular foundation…
arXiv Artificial IntelligenceAgentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models
arXiv:2608.21377v2 Announce Type: replace-cross Abstract: Sycophancy in large language models, the tendency…
arXiv Artificial IntelligenceFlavourBench: Executable Culinary Reward Maps for Language Model Evaluation and Post-Training
arXiv:2608.20574v3 Announce Type: replace Abstract: We introduce FlavorBench: a benchmark for Compiling Dense…
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