arXiv Artificial IntelligenceIR2Solve: Structured Intermediate Representations for Cost-Efficient Optimization Autoformulation
arXiv:2608.02641v1 Announce Type: cross Abstract: Large language models (LLMs) can translate natural-language…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceInstruction Stacking Collapse: A Benchmark and the Capability-Dependent Value of Prompt Compilation
arXiv:2608.02639v1 Announce Type: cross Abstract: Production prompts rarely carry a single instruction. One…
arXiv Artificial IntelligenceStudying, Identifying, and Fixing Hidden Technical Debt in AI-Intensive Cyber-Physical Systems
arXiv:2608.02638v1 Announce Type: cross Abstract: Artificial Intelligence (AI) components are increasingly…
arXiv Artificial IntelligenceRethinking Self-Evolving Agent Skills: Feedback Dynamics over Multiple Rounds
arXiv:2608.02636v1 Announce Type: cross Abstract: Self-evolving skill systems promise to improve agents by…
arXiv Artificial IntelligenceMultimodal Auto-regressive Transformer Surrogate for Modeling Variable Operations and Quantifying Uncertainty in Geological Carbon Storage
arXiv:2608.02629v1 Announce Type: cross Abstract: The use of variable well perforation and injection…
arXiv Artificial IntelligenceSpeculative Correction: Draft-then-Refine Decoding for Diffusion Language Models
arXiv:2608.02625v1 Announce Type: cross Abstract: Diffusion language models (DLMs) can revise tokens…
arXiv Artificial IntelligenceKnowing the Form, Not the Function: Automatically Auditing Answer--Authority Decoupling in Legal Benchmarks
arXiv:2608.02621v1 Announce Type: cross Abstract: Legal benchmarks typically score final answers even when…
arXiv Artificial IntelligencePreferred, Not Safer: Pairwise Preference Is a Poor Proxy for Clinical Safety
arXiv:2608.02617v1 Announce Type: cross Abstract: We evaluate whether clinician pairwise preferences provide…
arXiv Artificial IntelligenceOncoTriad-QA: A Patient-Level Radiology-Pathology-Genomics Benchmark for Pan-Cancer Reasoning
arXiv:2608.02615v1 Announce Type: cross Abstract: Cancer diagnosis and characterization require integrating…
arXiv Artificial IntelligenceMemArena: An Ego-Centric Benchmark for On-Device Agentic Personal Memory Assistants at Scale
arXiv:2608.02613v1 Announce Type: cross Abstract: Edge-deployed personal memory assistants must handle…
arXiv Artificial IntelligenceKernelBrain: Coarse-to-Fine, Budget-Aware Search for Agentic GPU Kernel Optimization
arXiv:2608.02611v1 Announce Type: cross Abstract: Automating GPU kernel optimization remains difficult in…
arXiv Artificial IntelligenceUniPASE: A Generative Model for Universal Speech Enhancement with High Fidelity and Low Hallucinations
arXiv:2604.14606v2 Announce Type: cross Abstract: Universal speech enhancement (USE) aims to restore speech…
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