📸 Having a great time at #HKFTW! 🇭🇰
Stopped by the @HashKeyGroup booth to learn more about HashKey and its digital asset ecosystem. A great opportunity to explore the world of digital finance!
📍 Booth 5FG-DA01
Excited to be part of the experience! 📸
YC retweeted
认识一个在 Anthropic 做研发的朋友，年薪 150 万刀。
我问她是怎么把 Claude 调教到极致的
她直接甩给我一段 30 分钟的内部录屏，原本不对外公开。
毫不夸张，这绝对是全网含金量最高的 Claude 实操资料之一。
昨晚看到一半，我后背发凉：
过去两年我写提示词的方式，从底层逻辑上就全错了。
看完后，我提炼出 5 条Anthropic 内部正在用的核心法则：
1. 用 XML 严格隔离语义块：如果你肉眼都分不清数据、业务政策与角色边界，模型只会更混乱，严禁把所有规则揉成一坨大段文本。
2. 定期清理旧模型的“防御性补丁”：新模型遵循能力极强，遗留的历史负向限制会导致过度拟合，反而把上下文已有的正确信息死扣不给。
3. 指令无法凭空赋予模型能力：在 Prompt 里加粗强调“务必算准”没有任何意义，复杂运算必须果断剥离给 Tool Calling 代码执行。
4. 业务权衡必须给全博弈天平的两端：只灌输单向操作成本会让模型极端避险，必须同时给出违约后果与潜在损失，才能激活高智力模型的正确权衡。
5. 用“生成-评估-修复”闭环取代单体巨型 Prompt：复杂强约束任务拆成三步轻量流水线，不仅 Token 消耗与延迟直接腰斩，还能动态兼容运行时软约束。
建议直接收藏，今晚就花半小时看完，认知彻底重置。
YC retweeted
华尔街或许没想过消灭 DeFi，他们只想买下它的底层引擎，然后换块合规的牌子向美国老钱收租。
纽交所母公司 ICE 宣布通过战略投资 trade.xyz，计划将基于 Hyperliquid 的 24/7 永续合约带入美国市场。
而 Trade.xyz 也做了回应，同时传奇宏观投资人 @standuquesne 也发帖宣布投资了 Trade.xyz。
这位是杜肯资本的创始人，索罗斯曾经的操盘手之一，1981 年到 2010 年基金年化回报大约 30%，而且 30 年里基本没有出现过年度亏损。
过去一年多， Hyperliquid 上跑出了超 6500 亿美元的成交量，免费替华尔街完成了最昂贵的极限压力测试。
ICE 现在下场，更像是看中的是一个已经被验证能够承载高频撮合、且完全不需要自己重头供养庞大研发团队的现成交易基建。
而这场资本交割的动作，或许已经同步映射在了链上。
根据分析师 @mlmabc 的追踪，上个月一笔 375 万枚 HYPE 的 OTC 交易中，有 62.5 万枚在闲置三周后，近期转移到了与 TradeXYZ 有关联的钱包。
虽然官方并未确认 ICE 就是这笔 OTC 的买方，但这条线索提供了一个高度合理的商业推演：
在战略投资之外，传统资本极有可能已通过 OTC 渠道获取了底层代币，提前完成了“股权+筹码”的双重资产绑定。
至于 hyperliquid:native 那当然是应声上涨，除了 DEX 之外，传统老钱与加密交汇点的叙事越来越明晰了。
trade[XYZ] and ICE, owner of the New York Stock Exchange, are joining forces to bring 24/7 perpetual futures on Hyperliquid to the United States.
In just over a year, our markets on Hyperliquid have surpassed $650 billion in volume. They provide continuous price discovery for stocks, indices, and commodities, and have become trusted reference points for retail and institutions alike when traditional markets are closed. Much of the world trades them. Until now, Americans could only watch.
We intend to change that. Subject to CFTC approval, trade[XYZ] and ICE plan to establish a new, dedicated U.S. market, with novel exchange and clearing infrastructure built on Hyperliquid. Planned contracts span equities, indices, commodities, FX, and crypto, with access through participating brokers and platforms. We’ll share more on products, eligibility, and timing as approvals progress.
ICE brings more than 25 years of experience operating regulated markets, clearing, and managing risk. trade[XYZ] brings the product development, market design, and technology behind the most liquid and robust markets on Hyperliquid.
Innovation and the protections of U.S. regulation shouldn’t be a trade-off. Together, we plan to prove it.
ICE is making a strategic investment in trade[XYZ] and joins us in building towards the future of Hyperliquid. A small group of market luminaries is joining as well, beginning with Stan Druckenmiller. For more than four decades, few investors have anticipated the great turns in markets as often as Stan. We’re proud to have him with us for the next one.
We’re building the U.S. market in parallel with our existing HIP-3 markets, which we’ll continue to expand and innovate on. We expect both to flourish. They each have a long road map ahead, from new asset classes to new ways to trade them.
To the Hyperliquid community, whether you were here before us or came because of us, thank you. You took a chance on new markets and you made them matter. You’ll forever be a part of this story.
Anything. Anytime. On ICE[XYZ].
操他妈的，OpenAI正式宣布，ETH被证伪了。
整个计算机领域的天塌了，我他妈整个人震惊了整整5分钟。
这他妈的，这种心情和情绪，不知道他妈怎么形容，就是觉得他妈的，一个巨大的震惊，我可操他妈的。
OpenAI这群闲人没白养，这个贡献妥妥他妈的值半个图灵奖（含金量约等于10个诺贝尔奖）了。
YC retweeted
Scaling past a trillion parameters requires inference engineers to solve 3 issues:
- Width: Routing between hundreds of sparse experts
- Depth: Mixing global and local linear attention
- Length: Processing 1M-token sequences
I asked Ali and Bryce to draw it up. They delivered.
YC retweeted
바이브코딩 하시는 분들!!
🔥 움직이는 UI 200개, 전부 100% 무료로 풀었습니다. 🔥
--> Lucian UX/UI Prompt입니다.
(제가 만든 오픈소스입니다!)
누르면 종이비행기가 날아가는 버튼, 낮과 밤이 바뀌는 스위치, 움직이는 카드와 차트 등등..
웹사이트에서 직접 눌러보고 마음에 드는 걸 고르시면 됩니다.
사용법도 간단합니다!
원하는 UI 고르기 --> "프롬프트 복사" → 클로드코드나 코덱스에 붙여넣기
(그냥 마음에 드시는 UI 결정 후 프롬프트 복붙하면 끝!)
💡 라이트와 🌑 다크 모드도 둘 다 지원합니다.
그리고 클로드코드, 코덱스에서 알아서 쓰라고 맡길 수도 있는 스킬도 준비했습니다.
설치해두고 이렇게 시키시면 됩니다.
--> "lucian-uxui 스킬로 내 홈페이지에 요금제 토글이랑 FAQ 넣어줘."
그러면 AI가 내 프로젝트 구조와 테마를 먼저 확인하고, 갤러리에서 필요한 UI를 찾아 실제 코드를 가져와 적용합니다.
스킬 설치는 터미널에서 아래 명령으로 할 수 있습니다.
npx skills add Seokwoooo/lucian-uxui
개인 프로젝트든 상업용 서비스든 무료로 쓰실 수 있습니다.
필요하신 분들 자유롭게 가져다 쓰세요 :)
lucianlabs.dev/uxui-prompt
YC retweeted
Scale AI创始人，Meta首席AI官Alexandr Wang在聊马斯克、扎克伯格和拿破仑的共同点时，把一套顶级操盘手的心智模型说得极其透彻，
从两百年前的欧洲战场，到今天硅谷最激进的技术实验室，真正成大事的人竟然在用同一套心智模板，
真相非常反直觉，原来绝大多数人一辈子做不成大事，不是因为能力不够，而是被那种平均主义的避险思维生生拖垮了，
很多时候我们以为顶级统帅和今天的科技狂人靠的是某种神秘的天命。
但当Alex 把他们身上最坚硬的骨骼一层层剔出来的时候，你会发现他们几乎共享着同一套冷酷到极致的底层心智。
第一个被很多人轻视的常识，是马斯克用肉身证明过无数次的事实：
庞大的官僚层级除了制造沟通损耗，对突破边界没有任何帮助。
只要你手里有一支极小、技术密度极高、完全扁平且带着某种疯狂偏执的团队，执行的烈火就能在极短的时间里把一切所谓的行业壁垒烧穿。
更让我回味了很久的，是他讲到扎克伯格身上的那种风险观。
他在很早的时候就已经把对失败的恐惧彻底剥离掉了。
大部分人在日常里活得谨小慎微，生怕做错一步被惩罚，但他脑子里的算盘完全不一样：
失败是有物理上限的，亏完也就那么多；但赢的时候，回报是没有上限的。
所以最大的风险，从来不是冲出去犯了错，而是在一个每秒都在巨变的世界里，以为自己呆在原地就绝对安全。
原地不动，才是唯一注定沉船的宿命。
而拿破仑在两百年前留下的原则，给这套逻辑焊上了最后一颗铆钉：
犹豫永远是致命的。
做决定之前，要像学者一样极度冷静、从各个角度反复推敲推演，把棋盘的每一条生路和死路全部摸透；
可一旦确认自己踩在正确的路上，就要毫不犹豫地把弹夹全部打空。
慢慢想，快快干。
决定前把所有的退路算绝，决定后绝不在半山腰回头看一眼。
这种近乎暴烈的决断力，才是穿越漫长周期时，人身上最性感的品质！
YC retweeted
Star Xu：Hyperliquid 的撮合引擎对做市商更友好
OKX 创始人 Star Xu @star_okx 在 New Era Finance Podcast @new_era_finance 中表示，Hyperliquid 与中心化订单簿交易所在技术上存在根本区别：中心化交易所逐笔处理订单，而 Hyperliquid 的链上撮合按区块进行，并在区块内优先处理撤单，使做市商能够先于吃单方撤回挂单。
他认为，这种对做市商友好的设计，是 Hyperliquid 的订单簿深度看起来优于不少中心化交易所的原因，也为长尾、低流动性资产提供了另一条路径。
来源：New Era Finance Podcast
YC retweeted
B300s are now available on cheaper inference
Competitive pricing and first availability in the next month!
Talk to us: cheaperinference.com/gpu
YC retweeted
1/ How I infiltrated a Chinese organized crime syndicate that has laundered $1B+ across multiple exploits for Lazarus Group.
Posing as a client, I gathered intel that helped action freezes for the Feb 2025 Bybit exploit and attribute illicit activity onchain.
