arXiv:2608.24252v1 Announce Type: new Abstract: LLM agents can generate paper reproduction code, yet often produce scientifically unfaithful…
Category: AI
Beyond Accuracy: A Dual-Judge Evaluation Protocol for Vision-Language Models in Legally Grounded Tasks
arXiv:2608.24258v1 Announce Type: new Abstract: AI systems are increasingly evaluated for legally accountable settings, where correct outputs must also be…
Matched Excess-Outranker Regularization for Candidate-Set Interference in Continual Knowledge Graph Embedding
arXiv:2608.24273v2 Announce Type: new Abstract: Continual knowledge graph embedding updates entity and relation representations as a graph grows. Existing…
MetaRAG: Belief-Action Aligned Policy Optimization for Agentic RAG
arXiv:2608.24214v1 Announce Type: new Abstract: Agentic retrieval-augmented generation (RAG) requires language models to decide when to continue searching…
Constraint-Guided Enterprise Data Mapping with Large Language Models
arXiv:2608.24218v1 Announce Type: new Abstract: Enterprise entity alignment must handle semi-structured records, implicit attributes, and unit or…
Introducing India cross-Region inference for OpenAI GPT-5.6 models on Amazon Bedrock
Amazon Bedrock now supports the OpenAI GPT-5.6 models, Terra and Luna, in India with India geographic cross-Region inference. If you have local data…
Preference Data Selection for Mitigating the Alignment Tax in Large Language Models
arXiv:2608.24192v1 Announce Type: new Abstract: Aligning large language models to human preferences is crucial for real-world deployment but frequently…
Canada Is Luring AI and Science Talent as Trump Upends U.S. Research
For decades, the United States benefited from one of the most powerful competitive advantages in science: many of the world’s best researchers wanted to…
Evaluating Multiple LLM Generations with Validated Task Coverage
arXiv:2608.24228v1 Announce Type: new Abstract: Many LLM applications are most useful when they provide several candidate outputs for comparison,…
AI models flub these intelligence tests. Can you fare any better?
Puzzles and games have been central to AI development since the very beginning. Just as we humans like to test our smarts with crosswords or logic…