Europe accelerates Artificial Intelligence in defence
European militaries are moving from limited Artificial Intelligence support tools to deeper integration in targeting, decision support and weapons systems. France, Germany and the United Kingdom are leading major programmes, while Ukraine is shaping how the technology is tested and deployed.
ArXiv tightens rules on Artificial Intelligence generated papers
ArXiv is escalating enforcement against careless use of large language models in scientific submissions. Authors who submit papers showing clear signs of unchecked model output can face a 1-year ban and stricter conditions for future postings.
New LLM architectures target long-context efficiency
Recent open-weight language models are adding targeted architectural changes to cut the cost of long-context inference. Key ideas include cross-layer KV sharing, per-layer embeddings, compressed attention, and wider residual pathways.