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Generating high-quality, diverse datasets from scratch is now possible, outperforming frontier models by 17% in quality and 19% in diversity.
New benchmarks reveal that even advanced LLMs struggle with cultural value alignment, but targeted fine-tuning using Sri Lankan values can significantly enhance their performance.
Chatbot Arena, the go-to LLM leaderboard, is systematically gamed by undisclosed private testing and data access advantages, leading to biased rankings and overfitting.
