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ByteDance Seed released EdgeBench, a benchmark that tests whether AI agents can improve through experience by performing real-world tasks over 12+ hours, shifting evaluation from static knowledge to dynamic learning.
Seed-X-PPO is an open-source multilingual translation model with 7 billion parameters, achieving state-of-the-art performance comparable to large models like GPT-4 across 28 languages through reinforcement learning.