Reimaging professional and educational practices for an AI-augmented future.

Dr. Wassnaa Al-Mawee developed an AI-driven learning model to help students develop analytical thinking. KALAMAZOO, Mich.—As educators grapple with the implications of using artificial intelligence ...

AI 真正具有变革性，是在它端到端交付最终制品（"ask-do"），而不是仅仅回答问题或起草中间步骤。这个转变的本质是：从"给我答案"到"给我完成的东西"。 闭环压缩的力量：ask-do 把拆解、实现、调试压缩到同一个闭环里。在传统咨询模式中，人类必须在每个 ...

You write test cases (pressure scenarios with subagents), watch them fail (baseline behavior), write the skill (documentation), watch tests pass (agents comply), and refactor (close loopholes). **Core ...

Microsoft has disclosed details of a credential theft campaign that employs fake virtual private network (VPN) clients distributed through search engine optimization (SEO) poisoning techniques. "The ...

As AI agents transition from simple chatbots to autonomous systems capable of managing cloud incidents, navigating complex web interfaces, and executing multi-step API workflows, a new challenge has ...