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Real-world professional tasks demand agents that learn from exploration and feedback, a capability unlocked by a novel engine that reconstructs environments to force agents through the full problem-solving lifecycle.
LongHorizon-Harness boosts LLM performance on long-horizon tasks by up to 28.9% by revolutionizing task state management and error correction.
