evaluation methods are paramount to assess the potentially dangerous capabilities of frontier models. A RAND facilitator presented a draft table breaking down prominent model evaluation methods (e.g., red CF-A3429-1 RAND is a research organization that develops solutions to public policy challenges to help make communities throughout the world safer and more secure, healthier and more prosperous. RAND is nonprofit policies to ensure intellectual independence. For more information, visit www.rand.org/about/research-integrity. RAND’s publications do not necessarily reflect the opinions of its research clients

部署完成后，需进行多层次的验证以确保智能体的功能性和稳 定性。首先，进行单元测试，覆盖所有核心算法模块，例如： def test_model_inference(): input_data = np.random.rand(1, 224, 224, 3) output = model.predict(input_data) assert output.shape == (1, 1000) 其次，进行集成测试，验证智能体与周边系统（如数据中台、