This case study examines how vulnerabilities in AI frameworks and orchestration layers can introduce supply chain risk. Using ...

自2025年初DeepSeek R1模型发布以来，强化学习（RL）在大型语言模型（LLM）的后训练范式中受到越来越多的关注，R1的突破性在于引入了可验证奖励强化学习（RLVR），通过构建数学题、代码谜题等自动验证环境，使模型在客观奖励信号的驱动下，自发地演化出与人类推理策略高度相似的思维方式。

Adobe Stock. Getty Images. WH Illustration. Let’s not beat around the bush: Breakups—and the whole trying-to-get-over-them thing—sucks. Part of what makes moving on so hard is that reminders of your ...