Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization
arXiv:2604.20726v2 Announce Type: replace-cross Abstract: This work explores the role of prompt design and judge selection in LLM-as-a-Judge evaluations of…
RealRoute: Dynamic Query Routing System via Retrieve-then-Verify Paradigm
arXiv:2604.20860v1 Announce Type: cross Abstract: Despite the success of Retrieval-Augmented Generation (RAG) in grounding LLMs with external knowledge, its application…
ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models
arXiv:2509.24239v4 Announce Type: replace-cross Abstract: Recent large language models (LLMs) have shown strong reasoning capabilities. However, a critical question remains:…
From embodied intelligence to physical AI
Nature Machine Intelligence, Published online: 24 April 2026; doi:10.1038/s42256-026-01239-3 Several frameworks from different disciplines are converging on the scientific question…
A multimodal large language model for materials science
Nature Machine Intelligence, Published online: 24 April 2026; doi:10.1038/s42256-026-01214-y Tang et al. introduce MatterChat, a multimodal framework effectively integrating material…
Fluid thinking about collective intelligence
Nature Machine Intelligence, Published online: 24 April 2026; doi:10.1038/s42256-026-01211-1 Collectives exhibit intrinsically different operations, resources and limitations depending on whether…
Programmable RNA translation through deep learning-driven IRES discovery and de novo generation
Nature Machine Intelligence, Published online: 24 April 2026; doi:10.1038/s42256-026-01213-z Chu et al. present a framework for programmable RNA translation, of…
Adopting a human developmental visual diet yields robust and shape-based AI vision
Nature Machine Intelligence, Published online: 24 April 2026; doi:10.1038/s42256-026-01228-6 Lu, Thorat and colleagues report that training AI vision systems with…
RoLegalGEC: Legal Domain Grammatical Error Detection and Correction Dataset for Romanian
arXiv:2604.19593v2 Announce Type: replace-cross Abstract: The importance of clear and correct text in legal documents cannot be understated, and, consequently,…