Group 1 - Hacker Houses are emerging as a new living and working model for tech enthusiasts, particularly in the AI sector, blending life, work, and research [2][3][4] - The concept of Hacker Houses dates back to 2013, evolving from informal living arrangements among tech engineers into a recognized collaborative space for innovation [6][8][10] - The recent surge in generative AI has intensified the popularity of Hacker Houses in San Francisco, attracting a high concentration of tech talent from companies like OpenAI and Meta [9][10][12] Group 2 - Hacker Houses serve as cognitive collaboration units, potentially becoming the smallest innovation units in the intelligent era [3][32] - They provide a unique environment that fosters trust and collaboration, essential for early-stage startups, by allowing members to live and work together [35][36] - The presence of venture capitalists in these spaces indicates a shift in investment strategies, with some funds directly supporting the operation of Hacker Houses as incubators for new projects [38][39] Group 3 - Notable examples of Hacker Houses include AGI House, which has become a hub for influential discussions and connections within the AI community [19][27][30] - The structure of these houses allows for informal knowledge sharing and mentorship, contributing to the development of new ideas and projects [40][41] - The rise of Hacker Houses reflects a broader trend in urban innovation, emphasizing the importance of community and collaboration in fostering creativity [46][52]

明敏 整理自 凹非寺 量子位 | 公众号 QbitAI 大神Karpathy提出"软件3.0"才两周，"软件3.5"已经诞生了？ 交互即智能。 指AI不再是黑盒工具，而是透明的思维伙伴。用户可以在AI思考的任何节点进行干预，提供战略指导或纠正方向。 也就是说，智能是在人类与AI的不断交互合作中涌现。 Software 3.0作为一个概念，在2024年9月之后已经显得有些过时了 。为什么这么说？ Software 3.0的核心困境源于它诞生时的技术背景。2022年ChatGPT发布时，AI的主要能力还集中在文本生成和简单推理，"自然语言编 程"确实是那个时代的最佳解决方案。但2024年9月之后，我们见证了AI能力的代际跃迁：从GPT-4的生成能力到o1系列的深度推理，从简单 的指令执行到具备元认知意识的思考能力。 最关键的变化是，人类首次能够与AI进行真正的思维层面交流 ——AI不仅理解我们说什么，更能理解我们为什么这么说，甚至能主动寻求认 知层面的协作。这种质的飞跃让传统的"输入prompt→等待处理→接收结果"模式显得笨拙而低效，就像用电报方式进行现代通信一样不合时 宜。 他们认为，2024年9月之后，随着 ...