Aden

With OpenClaw’s scale and the rise of AI agents, the entry point for attention is converging. GitHub Stars are becoming a low-friction public signal for auditing a builder’s execution and credibility. As @justinweb33 pointed out: 5,000+ early users are already using AttentionVC.’s leaderboard to surface high-quality builders. Both humans and agents minimize decision energy. Just as stablecoins became the default for payments, agents will gravitate toward the most standardized verification signals. Past: discovery on X, verification on GitHub. Future: both converge into high-efficiency signal compressors like @attentionvc This isn’t just a tool — It’s a new paradigm for how attention is tracked, verified, and redistributed. For both human VCs and Agent VCs.

@jenniekusu @spacexbt @hexiecs @samuel_ys92 @dinq_me 还是Jennie老师的雄文和githubvc本身产品的出发点牛； 我觉得可能远不止gmgn，它可能成为任何一个机构/个人投资者dd工具乃至Bloomberg；投资人们的agent会自发地从githubvc爬取数据&交流信息，发掘&推广有价值的repo和背后的dev;

@AdenDRInWeb3 @spacexbt @hexiecs @samuel_ys92 @dinq_me 卧槽老师分析的好完整 感觉githubvc后面有望做成下一个meme牛市的gmgn

Some great arguments fetched from a private dinner in Palo Alto: 1. In U.S, transmitting $1B in US costs $25, and $100B still costs $25; so crypto rails better think about other compelling use cases for institutions. 2. If we simplify the market, there will be capital and labor. While AI accelerates the labor, blockchain accelerates the capital; and we shall see the less friction crypto rail become the organic agent choices

@garyintern 文字好还有深度就算了 你还配准了视频； 你是不是学以致用举一反三了🐺老师的一分钟快速找到___

@0xLaughing Where is the link mate

查自己 Twitter 关注的人里不活跃和低互动的账号 很多人应该都有这个需求吧 睡前搓了一个，目前识别正确率100%，而且是免费的 使用的感受怎么说呢 回忆涌上心头吧...

@Kalshi @nihaovand Ser this way; sth you might be interested in. : D

Kalshi x Bezel Rolex. Omega. Cartier. Tudor. Trade price movements of iconic watches. Only on Kalshi.

@EudemoniaCC 这一篇毫无人工智能痕迹，非常能工智人 :D

聊聊阻碍我们学好英语的原因还可能有： 1. 耻感和合群意识的束缚 在国内你很难有舒适自然的环境用英语去沟通交流： 想象一下在公共场合换成用英语去输出/表达你自己的观点， 极大可能会被施以注目礼； 去了国外你还是会被这种羞耻和恐惧束缚， 怕身边的留子或者对面的老外觉得你说的不行等等。 但是用英语进行思考/表达本来就是一个可以通过日常的练习越练越有的； 类似张潇雨说的，看了网球之后在脑海里练习动作也能涨球； 而这种耻感束缚了我们本可以实现的无时无刻的自然练习； 这种情况倒不是信了自己笨，学不会， 而是信了自己说英语is kinda like a freak or weirdo; 2.意识不到更深层次的意义 国内绝大多数学语言都是为了应付考试，即使是学雅思托福的，很多也只是为了要满足申请的标化成绩要求； 鲜少有人能意识到“世界很大，只玩一半实在太亏了”; 或者是按照老中更务实的，意识到学好语言有更多的好处在： 比如在AI和翻译工具还远不如现在的DeFi/NFT/ICO年代， 我相信肯定有利用语言优势做信息差套利，实现先信浇给后信的； 再差也能做个内容搬运博主。 那么针对的解是什么？ 1.没脸没皮 - 老外不会介意你说的稀烂，这本来就不是你的母语，外面的对话也不是考试，任何一个用英语沟通的机会都是你的免费外教； 在国内没有环境就多听自己喜欢的话题&人物，然后想象出ta和你进行对话，比如我就会脑补出Kobe Bryant/David Goggins coach我自己 Man what can I say. 2.这其实回扣了Gary在另一篇AI不能取代人什么中的【渴望】 我带过一个出类拔萃的学生，刚上初一，托福已经能考100了 问他为什么这么早就开始学，答曰想去好学校找好平台&挣高薪，并且随口quote了几个名校对应高薪的例子； 且不管学历是否贬值&带来高薪，但他找到了自己对分数要求之外的意义。 不管你的渴望是什么，但意识到语言只是实现你渴望的一件必要且趁手的工具，会更有利于你到达。

I love pushups. I can finish a set of them anywhere and feel strong. I dislike squats.

Leverage from money/power/connections is leverage in a sense— it gets you the ticket to the room, sometimes with extra buffs at the door. But when it’s time to actually solve problems and ship real results, that leverage doesn’t always carry over. Especially now, with AI advancing at warp speed, [Results as a Service] is becoming the ultimate benchmark and new paradigm. People are going to get brutally honest. Results & delivery will be the only credential that still matters. 权钱托举一定程度也算是上了杠杆，拿到敲门砖时有加持； 但真正要解决问题、拿出结果时，这些杠杆未必能发挥作用。 尤其在AI能力突飞猛进的年代，[Result as Service is becoming the ultimate benchmark and new paradigm] 大家会越来越真实，结果和交付将被视为唯一标准。

学历只在某些时候是入场券，对能力/人品之类的不构成什么额外背书 外表看起来『很厉害』的藤校光圈，很多时候就是金钱托举的捷径，而之前见过的一些人以此自恃『精英主义』，这是我对一些所谓高学历的人最膈应的点 在这种时候，学历就成了茧房，可作『儒冠多误身』之新解

@justinweb33 @attentionvc "Stay relevant" Bullish AV

@AleiahLock Good read. Though the edge may fade once the alpha has been exposed and posted, it's important to remain open, curious, and dialectical toward the post and take profit of the good parts.

@puff_2002 非常机缘巧合关注到的 只觉Ashley老师厉害 但不知道如何这么厉害lol 非常鲜活的例子证明slow is fast & 复利的力量 也想慢慢变强 想阅读Ashley老师之前一些有关交易方法/思路/可供参考的资料 期待更多分享 祝愿望提前超额实现🔥 0x02da1c574f914758693e3c874cb3f28d2911d663

大年初五迎财神，之前说好的抽奖🎟️也来啦。 关注+点赞+评论送上新年祝福+BSC地址，2月28日12：00截止 总共3000U奖池，由Grok抽奖。 一等奖：1000U*1 二等奖：500U*2 三等奖：100U*10 还有特别感恩奖送给从公众号一路支持过来的朋友们，感谢大家听我碎碎念，陪伴这一年的成长，从300到40kU的路上离不开大家的建议，挑5位眼熟的送上伴手礼～ 以后就在x上分享交易心得和每日实盘，今年目标6.1倍，请大佬们多多指教❤️ #红包 #新年快乐

Another piece of evidence supporting Vicky's opinion is a story shared by Paolo Ardoino, CEO of Tether, in San Salvador. He noted that the surge in stablecoin adoption since 2021 was driven by people in emerging markets. Facing the hardships of COVID and the need to migrate, they lacked a reliable currency—making USDT the most dependable option for them at the time. No matter how prejudice and bias are held, data and volume won't lie and so will be agents' choices.

慕强的起点是好的；摆脱慕强到祛魅是困难的-因为它同时还需要摆脱“等靠要”的低主观能动性(low-agency)，而与之相对，其实也是唯一的解法就是拿回自己的主体性，“做自己的主人”。 感谢Yettas老师分享了心法，Gary老师 @garyintern 还有一篇术可供学习 x.com/garyintern/sta…

@garyintern Pretty much yes. I have done so little reply and interactions that you can almost ignore previous ones.I worry too much about the quality I post but only end up with worthless worries.

Quality reply is a multi-usage leverage: 1)Taste-amplifier: you will further improve your tastes when actually interacting with the original posts and generate content surrounding that. Output requires more dedication than input, and it's hard to force yourself to come up with quality reply based on materials that rarely share frequency with yourself. 2)Influence leverage : for starters, it increases your chance of being widely seen compared to making your own content; even @garyintern has stated that, I cannot stress enough on this as obviously I have not executed it enough. 3)Distribution leverage, for both parties : if you already have your influence, then you are advocating and distributing contents that you believe in, and no matter whether the thing works out, you have made more influence given your own judgement and potentially created more value. e.g. bringing @attentionvc to more people and agents. With all these being said, @attentionvc has made the process trackable and improvable, and even a benchmark for both you and your agent. I am now curious how my first attention investment will be.