仅靠 reasoning（推理）就足以实现 generalization（泛化）吗，还是还需要另一种方法？
Good night
晚安
this agentic coding crack is more addictive than video games smh
这种 agentic coding 简直比电子游戏还让人上瘾，smh
my absolute favorite of Plato's Dialogues is a deep discussion of the limits of techne and the necessity of aidos and dike Protagoras here, in the way he talks about where knowledge comes from and whether virtue can be taught, pre-sages LLMs:
我最喜欢的 Plato《对话录》篇章，是一场对 techne（技艺/技术）之局限，以及 aidos 和 dike 之必要性的深刻讨论；这里的 Protagoras，在他谈论知识从何而来、以及美德是否可以被教授的方式上，预…
to add two more that increase in value: Aidōs—reverence and responsiveness to others Dikē—the capacity to perceive what is right
再补充两个会提升其价值的概念：Aidōs——对他人的敬重与回应能力；Dikē——感知何为正确之事的能力
one popular theory is that research paper alpha* and lab publishing ~died when researchers realized that instead of fighting with marketing depts they could simply walk out the door and get >$100m for their legally protected tacit knowledge gained california non-noncompetes have a bigger impact on knowledge spreading than github, arxiv, and huggingface combined *btw this is a motivator for me to set up @aidotengineer as a product-centric industry conference to complement the paper-centric research conferences
一个很流行的理论是：当研究人员意识到，与其和 marketing depts（市场部门）周旋，不如直接走出公司大门，凭借他们依法受保护的 tacit knowledge（隐性知识）拿到超过 1 亿美元时，research…
We never said we don't upload any user data to the cloud.
我们从未说过我们不会把任何用户数据上传到云端。我们说的是，code（代码；文件内容）这一项明确不会。Paxel 的存在是为了帮助你，而且随着 local models（本地模型）不断变得更好，我们以后将能在本地完成更多事…
I also want to help people become more legit with Paxel
我也想帮助人们借助 Paxel 变得更 legit（更正规 / 更靠谱）。
Really enjoyed this talk!
非常喜欢这个演讲！静态内容的价值正在下降，实时互动的价值正在上升。人们想要与一件作品背后的人建立连接，无论那是内容还是软件。原始而有观点的内容，比起打磨精致却千篇一律的内容，更有价值。
don’t forget to touch sand this weekend 🌞
这个周末别忘了去摸摸沙子 🌞
A Walk In The Park (part II) feat @taiuti 🌎 (00:00) 👋 (01:10) What world models are (03:42) Origin story from text-to-3D to @reactorworld (09:22) Deciding to start the company (11:22) GTA, games, and the path into programming (15:09) Building in stealth and keeping secrets (18:32) Picking investors with independent conviction (21:43) Where world models will grow first (26:08) Why low latency matters (29:34) Becoming CEO and scaling the team (32:23) Final advice
公园漫步（第二部分），feat @taiuti 🌎（00:00）👋（01:10）什么是 world models（世界模型）（03:42）从 text-to-3D 到 @reactorworld 的起源故事（09:2…
When I spoke out against the Gaza genocide, a bunch of midwit VCs ganged up on me both in public and tried to hurt me in private too.
当我公开发声反对 Gaza 种族灭绝时，一群半吊子 VC 们不仅在公开场合联手围攻我，也试图在私下里伤害我。许多站在我这边的人也同样是 VC，只是属于更好的一类——无论在道德上，还是在回报画像（return profil…
Vibecon
Vibecon
Routing to models is genuinely hard.
将任务路由到不同模型这件事，确实很难。它意味着要把每项任务映射到合适的模型上——这就要求你针对自己产品的具体任务，对模型进行 benchmark（基准测试），并调好质量/成本之间的权衡。而这种难度本身也蕴含着机会。以下是…
Token costs are becoming one of the hottest topics for any enterprise I talk with right now.
Token 成本正迅速成为我现在与几乎所有企业交流时最热门的话题之一。从整体上看，这对 AI 非常 bullish（看涨），因为这意味着这些系统正以此前未曾设想过的规模被使用。这也为 applied AI（应用层 AI）…
今日没有官方博客；之前的博文仍在归档。