arXiv:2608.26732v1 Announce Type: cross Abstract: Graph neural networks (GNNs) are typically conceptualized as message-passing neural networks, yet it…
Category: AI
Beyond Execution: Auditing Experimental Fidelity in LLM-Driven Scientific Research
arXiv:2608.26753v1 Announce Type: cross Abstract: LLM agents used for scientific experimentation must do more than generate executable code: they must…
Google Deepmind’s AI Co-Scientist now plans experiments, runs lab equipment, and writes scientific papers
Google Deepmind has expanded Co-Scientist from a hypothesis generator into a research system that’s integrated into the lab. Across three disciplines,…
FaultLens: Learning Compact Behavioral Test Suites for Generated Operational Programs
arXiv:2608.26746v1 Announce Type: cross Abstract: Generated operational programs are often validated with either a few hand-written examples or exhaustive…
Blue Owl Funds Lead $2.4B AI Factory Equipment Financing for IREN
Blue Owl Capital announced on August 28, 2026 that funds it manages are leading a $2.4 billion compute equipment financing for IREN Limited, the…
Daydreaming: Stealing Hidden Agent Skills through Black-Box Task Interaction
arXiv:2608.26733v1 Announce Type: cross Abstract: Agent skills bundle instructions, reference data, and executable helpers that let a general agent…
AesCanvas: A Large-Scale Dataset and Benchmark for Aesthetic Critique and Contextual Suitability
arXiv:2608.26713v1 Announce Type: cross Abstract: Recent advances in Multimodal Large Language Models (MLLMs) have extended Image Aesthetic Assessment…
FOCUS & RePAIR: Mitigating Text Degeneration via Token-Level Guidance for Pruned Large Language Models
arXiv:2608.26676v1 Announce Type: cross Abstract: Pruning is a practical approach to compress large language models (LLMs), but it can amplify text…
CoGeo-GS: Concept-Driven and Geometry-Aware Multi-Object Removal in 3D Scenes
arXiv:2608.26656v1 Announce Type: cross Abstract: Multi-object removal in 3D scenes is challenging due to severe occlusions, semantic entanglement, and…
Do LLMs Understand Personality? Rethinking Persona Fidelity Evaluation through Structured Behavioral Inference
arXiv:2608.26674v1 Announce Type: cross Abstract: As large language models are increasingly deployed to simulate diverse human characters, ensuring…