企业AI从小规模实验迈向规模化应用：通过信任、治理与工作流设计实现复合影响

抑郁少年无处求援？MIT校友创Koko，将心理援助推至年轻人社交前线

Rob Morris, SM ’09, PhD ’15, didn’t know where to turn when he first felt symptoms of depression as a teenager: “I had no exposure to healthy coping strategies. I had no vocabulary for what was happening to me.”  That experience, he says, has driven his work on Koko, a tech nonprofit that grew ou...

The AI world is getting ‘loopy’

本文介绍了一种名为The Loop（循环闭环机制）的新型AI架构，它授权智能体集群在系统后台无休止地持续运转，突破了传统任务驱动型AI的局限，能够动态监控和实时响应复杂系统性问题。该架构标志着AI从自动化迈向自主化，在供应链管理和网络安全等领域具有巨大潜力，但也带来了失控风险、资源消耗和伦理责任归属等挑战。然而，它预示了从“对话式AI”到“集群式持续运作AI”的历史性拐点。

OpenAI unveils its first custom chip, built by Bro

在人工智能算力军备竞赛进入白热化阶段的当下，芯片架构的定制化正成为科技巨头们竞相争夺的下一个技术高地。近日，半导体领域与AI行业交汇处传来一则引人瞩目的消息：一款专为OpenAI推理系统独特需求量身打造的新型处理器正式亮相。这款被命名为Jalapeño（哈拉佩诺）的芯片，不仅标志着OpenAI在硬件自研道路上的又一次关键探索，更折射出大模型时代下，算力基础设施从“通用适配”向“深度定制”演进的不可逆趋势。

对于长期关注AI行业的观察者而言，OpenAI在底层硬件上的布局并非无迹可寻。随着ChatGPT等大语言模型在全球范围内的爆火，海量用户请求所带来的推理负载，已经远远超出了...

Super Mario is mathier than you think

Here’s a problem you probably didn’t solve in school: You’re an ambitious young plumber from Brooklyn in a world inhabited by violent human-size mushrooms called Goombas. The love of your life has been kidnapped, so you embark on a quest to rescue her, venturing through stretches of pipe-filled and ...