连续创业者，Cooking @MonakoResearch 之前做过的产品比如：UGC 游戏、DEX、Perp 等产品 提过几个以太坊提案，比如：EIP-7533、EIP-7638等 私信不常看
Joined December 2016
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果然 RSI 只是最基础的功能
🥵🥵🥵这换以前根本不敢想
程序员再也不用担心跟不上了，因为完全不用跟
We have dumped JAX/SGLang and rewritten the entire RL and inference stack from scratch in C/C++, which took some extra time.
Training (aka pre-training) is done. Lot of cleanup was needed on the SFT data to get that mostly right. Now, 4.8 is in RL and the evals are starting to climb. We will do a soft rollout to Bot users later this week and see how it goes.
Grok 4.8 will bear no resemblance to 4.7 (thankfully). It is not yet incredible, but, this time, the foundations are built right, so I expect it to evolve to be something special.
讲个Railway的笑话：100% uptime的Running 和Deployments.
前两周明明无法Deploy，但那是Builds平台的导致，关我Deploy平台什么事🤡
只能说，输有输的赢法，海内外皆然。
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跟AI无关，但每天高频使用的物件，一定要买好的
比如：
1. 枕头。建议亚朵的枕头，确实舒服，久睡不会让颈椎难受
2. 手机。直接苹果三星索尼
3. 戴眼镜可以考虑 @MonakoResearch 亲自佩戴舒适程度令我自己都惊讶
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Anthropic 做Scion
OpenAI做Pando
大家都在卷，都有美好的未来
We built Pando, a new Git backend for our monorepo, to handle more pushes and fetches without changing how our engineers and agents use Git.
Pando cut push latency by ~80% and now serves nearly a petabyte of Git data a day. We can grow Git capacity alongside agent usage.
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这让我想起一群疯狂的炼丹师：挖掘各种量化因子
换到AI也一样，疯狂掏各种权重
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weigh…
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math.
rikiyat.github.io/blog/weight-sp…
github.com/RikiyaT/lm_und…
huggingface.co/Qwen/Qwen3.5-0…
huggingface.co/RikiyaT/Qwen3.…
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Zisu@Monako retweeted
User funds are safe.
Binance will cover all hacking losses.
Deposits and withdrawals are temporarily suspended while our team conducts security checks, freezes funds, and works with law enforcement.
We will share a full post-mortem once the investigation is complete. Please rely only on official Binance channels for updates.
卓越的野奢观察
碳基消费观察21
近期看过的最卓越的“碳基消费类”视频：采访既下山创始人赖国平。
1）既下山是国内一家精品豪华/奢华酒店集团，做出过两个非常现象级的产品：野奢系列的既下山梅里和堪称城市新名片的豪华/奢华酒店既下山大同。
既下山梅里可以说是以一己之力引爆了梅里的野奢概念（站在松赞梅里的肩膀上）。既下山大同已成为大同在地文化/历史的重要载体，私以为是近几年最卓越的文化类产品。
2）只有13分钟的视频充斥着大量的对酒店行业/文化行业的深度认知和理解，诸如
“一聊到东南亚的酒店，你会很自然的想到有海岛椰林蓝天大海的度假型酒店；一聊到日本的酒店，你会马上想到和式侘寂风、枯山水...但一提到中国的酒店，脑子里是没有一个形状和概念的，所以既下山要做的是能给人植入文化概念的产品”
“既下山不是只是单独做几家几十家酒店，而是一开始就要奔着最终目的去做：所有的既下山的酒店连在一起，就是“中国最值得拜访的目的地”（内核和松赞类似）
“既下山的员工绝大多数都在做品牌。一开始主要招的是之前做传媒的员工，后来发现学历史和文学的员工更合适，因为他们能更好的理解酒店所承载的在地文化的内涵和精神内核”（AI时代仍然需要卓越的文科生）
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