According to Sapiens AI, its Singapore-based Agnes AI platform has tested self-improvement methods that do not require full model retraining. In Honor of Kings gameplay experiments, an AI coach rewrote the team's playbook and lifted the win rate from 0% to 100% after five test rounds. In a simulated robotic-arm task, partial model updates increased the task success rate from approximately 30% to around 90%. These methods are integrated into Agnes Harness, Sapiens AI's adaptable framework. The company has also raised US$20 million for its AI platform development.

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