Arena.ai (formerly LMArena/LMSYS Chatbot Arena), the LLM evaluation platform, has published a video and thread explaining the internal mechanics of its leaderboard and the full lifecycle of how models are evaluated. The company stresses that its rankings are not a static benchmark but a "living" evaluation driven continuously by real-world tasks submitted by a global community of users.
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