Explore the transformative role of Artificial Intelligence (AI) in astronomical optical telescopes, revolutionizing both their design and operation. This comprehensive review details AI applications across key domains, including manufacturing planning observatory site selection and optical system intelligence  and operational maintenance

Unlock the full potential of state-of-the-art multilingual LLMs with FineWeb2, a groundbreaking 20 terabyte (5 billion document) dataset. This new pre-training data is generated by a revolutionary curation pipeline that automatically adapts to support any language. Overcoming the inherent difficulty of tailoring filtering and deduplication for a large number of languages, FineWeb2 has been scaled to over 1000 languages using Common Crawl snapshots. It produces more performant models than prior datasets for non-English corpora and includes a principled approach to rebalance datasets for additional performance uplift. Access the released dataset, pipeline, training, and evaluation codebases today!

Examine the rapid progress of LLMs, the rise of open-source models, and implications for research evaluation. Understand the evolving role of economists in the age of ever-advancing AI