kimi

一个社区最打动人的地方
不是有谁说了多少漂亮的话。

而是你能感受到
有人在真正建设它呵护它
这才是一切长期价值的开始。

kimi Ai的成长
来自每一个参与其中的人。
也许从自愿锁仓开始
也许已经在凌晨3点的会议室里就已经埋下了成功的基因
#kimi ai

$KIMI K3 JUST BEAT ANTHROPIC'S OPUS IN AI BENCHMARKS 🔥

This benchmark data from an independent analyst shows the Kimi K3 model surpassing Anthropic's Opus 4.8, forcing U.S. labs to accelerate Opus 5 and GPT-6 releases. The gap between GPT-5.6 Sol and K3 is now negligible — meaning the next generation is coming sooner than expected.

When AI models leapfrog each other, the underlying narrative for AI-focused crypto projects strengthens. This kind of competitive pressure typically drives capital into the sector as anticipation builds. Are you positioned for the next wave?

Not financial advice. Always manage your risk.

#KIMI #AI #CryptoAI #Breakthrough #Narrative

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月之暗面估值500亿美元：Kimi K3成功后的重新定价

消息：月之暗面正推进上市前最后一轮融资，目标投前估值500亿美元。

回头再看4月那篇《卧底Kimi的100小时》争议报道：
- 没有KPI、没有层级、没有考勤
- 研究员可以睡到自然醒，会议可以持续几小时
- 团队围绕模型不停争论，资源向模型绝对倾斜

当时被质疑是"包装精良的PR稿"。但Kimi K3发布后，这些组织细节开始有了新的解释：对于Foundation Model公司，把研发放最高优先级，可能真的就是最优解。

真正值得关注的不是"没有KPI"这个标签，而是整个组织如何围绕同一个目标运转。

AI公司估值不只是模型能力，还有组织效率。

#Kimi #月之暗面 #AI #中国AI

$KIMI IPO RUMOR SHAKES THE AI SECTOR — THEN OFFICIALS SAY NOT TRUE ⚡

Headline-grabbing IPO rumors are rarely clean. A $3B Hong Kong filing from the Darkside of the Moon would have been a landmark event for the AI narrative — but the project just stepped in to kill the story. 📊

That denial matters more than the rumor itself. In absence of confirmation, markets trade the residual expectation: whether the AI funding wave finds another public listing vehicle. 🔍 Smart money treats these headline flips as volatility traps — prices spike on hope, then retrace on official word. 🌊

The key is watching how AI-linked assets digest this contradiction. ⚡ Are you fading the rumor or waiting for the real filing? 👇

⚠️ Not financial advice. Always manage your risk. 🛡️

🏷️ #KIMI #AI #IPO #CryptoNews #MarketStructure

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🚨 $KIMI $3B HONG KONG IPO RUMOR HITS THE TAPE — FACT OR FICTION? 💥

The rumor mill just went into overdrive as Darkside of the Moon (Kimi) is reportedly prepping a Hong Kong IPO filing this month with a $3B raise on the table. But the project hit back fast, calling the report untrue. 🦈 That kind of headline whiplash creates serious two-way liquidity for anyone watching the AI narrative space.

Whether or not the filing ever lands, the reaction alone tells you the story: AI plays are commanding heavy flows, and every fresh headline moves the tape. 📊 This is a news-driven market, so the edge belongs to traders who respect uncertainty instead of chasing the loudest rumor. 💡

💬 When a high-profile denial hits a hot narrative, do you trade the volatility spike or wait for the official filing? 👇

⚠️ Not financial advice. Always manage your risk. 🛡️

🏷️ #KIMI #IPO #AI #MarketSentiment #CryptoNews

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🚨 $KIMI SHRINKS 2.78T PARAMETERS INTO 8GB RAM — WITHOUT A GPU! 💥

🔍 This open-source experiment challenges every assumption about inference scaling. A 176KB pure C99 project runs Kimi K3's 1.56TB weight set on just 8GB of memory by streaming expert weights from NVMe storage on demand. 💡

The magic is MoE sparse activation — only 16 of 896 experts are active per layer. So the developer trades flash storage bandwidth for RAM, treating disk like a slow extension of memory. 📊 The tradeoff is brutal: one token every 32.7 seconds. That's not production-ready, but it's a structural blueprint for ultra-low-cost inference infrastructure.

The bigger signal is direction. 📉 As hardware bottlenecks force creative engineering, efficiency becomes the next narrative. Are we building the plumbing for the next wave of decentralized AI? 💬

⚠️ Not financial advice. Always manage your risk. 🛡️

🏷️ #KIMI #AI #MoE #OpenSource #Crypto

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#kimi k3#
月之暗面联合创始人，将开源kimi k3,卧槽,世界第一的大语言模型要开源了，这不得把open ai, claude code这些闭源 杀穿了$BABA

$KIMI EYES $3B HONG KONG IPO — CRYPTO LIQUIDITY ON NOTICE 🦈 🌊

A $3 billion IPO is more than a milestone — it's a liquidity magnet. 🌊 When equity desks marshal that much dry powder, that capital has to come from somewhere, and speculative risk pools like crypto tend to feel the suction first.

💡 Smart money positions weeks ahead of filings like this. If Hong Kong's appetite for AI stories stays hot, expect rotation pressure on Asian crypto flows — watch stablecoin inflows and BTC dominance for the tell. 🔍

The listing is unconfirmed, but markets price anticipation long before the ink dries. 💬 Does a $3B equity draw drain crypto's bid, or does the AI halo lift every boat? 👇

⚠️ Not financial advice. Always manage your risk. 🛡️

🏷️ #KIMI #HongKongIPO #LiquidityFlow #AI #Crypto

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🚨 $KIMI RUMORED FOR $3B HONG KONG IPO — WILL SMART MONEY ROTATE INTO AI? 💥

📊 Moonshot AI — the team behind the Kimi assistant — is reportedly preparing its Hong Kong IPO filing as early as this month, with market chatter pointing to a $3B raise. 🔍 Until the company confirms, treat this as an intelligence event: institutional appetite assigning a valuation to frontier AI infrastructure.

💡 For the crypto tape, the follow-through signal is narrative spillover. When private-market heavyweights queue up for AI exposure, risk-on capital often rotates toward AI-linked digital assets ahead of official confirmation. ⏳ This is a catalyst watch, not a done deal.

💬 Could a confirmed filing pull fresh institutional flows into AI-narrative tokens before month-end? 👇

⚠️ Not financial advice. Always manage your risk. 🛡️

🏷️ #KIMI #IPO #AI #Crypto #InstitutionalFlow

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Kimi K3 属于人狠话不多的模型。不止前端优秀，后端某种程度也超越了 Fable5 和 GPT-5.6 Sol。

实测：用 GPT-5.6 Sol 找出 6 个缺陷修复后，让 Fable5 和 Kimi K3 各自 review。Fable5 说"可以提交"，Kimi K3 发现了一个严重的 PostgreSQL jsonb 校验问题。

关于 Kimi Code 的 harness 争议——有人说做得不好，但核心逻辑是"模型公司做模型"。harness 越来越不重要了，模型自带的能力在吃掉 harness 的价值。

这其实是 AI 工具链的演化方向：
• harness 是外挂的规则系统，模型能力弱时需要它补位
• 当模型本身足够强，harness 从"必需品"变成"束缚"
• Kimi 内置天眼查这种垂直能力，比通用 harness 更有杀伤力

中国 AI 模型的实战能力正在追平甚至在某些场景超越硅谷头部。别只看跑分，看实际代码 review 的结果。

#AI #Kimi #大模型 #代码审查

$KIMI - LARGEST CHINESE AI MODEL LAUNCHES THIS WEEK 🔥

Entry: Not available 🔥
Target: Not available 🚀
Stop Loss: Not available ⚠️

The Dark Side of the Moon (Kimi) project is dropping Kimi K3 in the coming days — a 20-30 trillion parameter open-weight model that beats Opus 4.8 on mainstream benchmarks. This is the biggest AI model out of China and it's free to download.

Anthropic and OpenAI just got a serious wake-up call. The release is already creating buzz and I'm watching related AI tokens for volume shifts. Which AI projects are you tracking for the next move?

Not financial advice. Always manage your risk.

#KIMI #AI #Crypto #OpenWeight #AIModels

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MOONSHOT AI DECLARES ALL THIRD-PARTY FINANCING FRAUD - $KIMI 🔥

The company has uncovered multiple schemes where institutions used its name to solicit fake financing deals. All capital raises are handled directly — no external advisors or pre-committed quotas. This isn't just a legal notice; it's a liquidity event for sentiment.

The statement explicitly denies ever providing proof-of-asset documents or locking quotas. Any claim of holding secured Moonshot shares is fraudulent. Are you verifying your deal sources before committing capital?

Not financial advice. Always manage your risk.

#KIMI #ScamAlert #FraudWarning #DueDiligence #Crypto

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$KIMI ARR HITS $300M AND VALUATION DOUBLES TO $31.5B ❗

This is the kind of revenue acceleration that usually precedes a massive price discovery cycle. ARR crossing $300M in mid-June with 70% coming from API revenue shows real product-market fit — similar to what Anthropic looked like early on.

A $31.5B pre-money valuation says the smart money is betting on continued dominance in the AI space. Developer API calls are increasing, overseas paid users are growing, and the price system is shifting with model iterations. That's a recipe for sustained demand.

Do you think this signals a breakout for AI tokens, or is the valuation already baked in?

Not financial advice. Always manage your risk.

#KIMI #AI #Funding #Bullish #Crypto

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日拱一卒：杨植麟为什么不留在美国？

CMU 读博期间在 Google Brain 和 Meta AI 都实习过，导师是后来去苹果带 AI 的 Ruslan Salakhutdinov。2023 年选择回国创业。

这个选择在 2023 年看像赌博，在 2026 年看像计算。美国有最强的研究环境，但中国的优势是"组队速度"——在 AI 竞争里，从 0 到 1 的速度比从 1 到 100 的精度更重要。

杨植麟回国不是放弃美国的技术，是选择了一个"人才密度更低但决策链路更短"的环境。Kimi K3 的 896 专家 MoE 和自我进化 kernel 优化，需要的不是更多天才，是一个能快速试错、快速停错的组织。

选战场和选武器一样重要。

#Kimi #杨植麟 #AI

日拱一卒：Kimi 为何能做出 K3？杨新宇列出同行四宗罪

① 傲慢：老牌团队认为 AI 战争已经结束，自己已经赢了。
② 浮躁：年轻实验室基础不牢，追不上就匆忙转向。
③ 胆怯：实力不弱，却不敢把目标定为行业第一。
④ 目标错位：每个人都在争取个人功劳，没人真正关心公司能否做出 AGI。

杨新宇说月之暗面最不同的是：创始团队仍对 AGI 保持强烈追求。

还晒出"Kimi 五戒"：
- 模型公司要做模型
- 做 Research、发 Paper 要做实验
- 训练模型要看 Metric
- 不 Work 的东西不要硬上
- 不要 YOLO

翻成大白话：少讲故事，多做实验。训练看数据，失败及时停，不靠直觉豪赌。

这四宗罪和五戒其实说的是同一件事：大多数 AI 公司死在"太想做老大"而不是"太想做对事"。Kimi 的差异化不是更聪明，是更克制。

#Kimi #K3 #AI

🚨 $KIMI AI UNICORN AT $50B – THE NEXT MEGA MOMENTUM PLAY? 💎

💡 The Dark Side of the Moon’s flagship model is reportedly in Pre-IPO talks at a $50B valuation. That’s not just hype – it’s smart money positioning for the next AI wave. 📊 When AI giants start bidding at these levels, early speculative tokens often lead the charge in crypto.

⚡ Volume is already whispering on decentralized order books. This isn’t a retail pump – it’s institutional scent. 💬 Are you front-running the AI narrative before the crowd wakes up, or waiting for confirmation? 👇

⚠️ Not financial advice. Always manage your risk. 🛡️

🏷️ #KIMI #AI #PreIPO #Momentum #Crypto

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Kimi K3 上线 48 小时就把算力 cluster 干到极限，个人会员暂停开放。

这不是什么"产品太火爆"的喜报，这是 AI 算力供需失衡的实时快照。
Kimi 背后大量使用阿里云 GPU——而且经常抢占 Qwen 团队的资源。阿里云上季度增长超 40%，K3 发布前就已经是亚太最大云服务的怪物季度了。

这意味着什么？
1. 算力是 AI 军备竞赛的硬瓶颈，不是"慢慢扩容"能解决的
2. 云厂商的 GPU 产能正在被大模型公司吃干抹净
3. 以后 AI 公司的护城河不一定是模型能力，是算力供给能力

Kimi 还调整了会员体系：主产品和 Kimi Code 权益分开卖。翻译一下——算力不够了，开始精细化分账。

AI 行业的算力饥渴远未到顶。谁掌握算力供给，谁就掌握 AI 时代的石油。

#AI #算力 #Kimi #阿里云

Howard Lutnick：Kimi K3 仍落后于美国前沿 AI 模型。

美国的领先靠的是「世界上最杰出的创新者和技术专家」。

这句话翻译一下：不是芯片禁令让你落后的，是人才密度。

梁文锋用10个月回本定价来抢市场，但如果底层模型能力差距持续存在，价格战赢不了护城河。中国 AI 的瓶颈不在定价策略，在算力获取和人才汇聚。

#AI #Kimi #中美科技

$KIMI OPENS WEIGHTS ON JULY 27 — 2.8T PARAMETER MODEL TESTS LIQUIDITY ZONE 📉

Entry: (not provided)
Target: (not provided)
Stop Loss: (not provided)

Moonshot AI unveiled Kimi K3 with 2.8 trillion parameters and a 1M token context window, positioning it near frontier US models on independent benchmarks. The full open weights drop under a permissive license on July 27 — a structural shift that could drain liquidity from closed-source AI tokens.

Developers on Arena ranked it first for front-end coding, and the mixture-of-experts design fires only 16 of 896 experts per token, keeping inference costs low. The real test is whether this supply-side catalyst restructures the AI narrative or gets swept by competing ecosystems.

Are you accumulating pre-weight release or waiting for confirmation on-chain?

Not financial advice. Always manage your risk.

#KIMI #AI #OpenSource #Crypto

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$KIMI DEMAND EXPLODES: GPU CAPACITY REACHED LIMIT IN 48 HOURS 🚨

Moonshot AI paused new Kimi K3 subscriptions after a massive demand surge pushed GPU capacity to the limit within 48 hours. The 2.8 trillion-parameter model with a 1 million-token context window saw unprecedented interest right after its launch on Jul 16.

Existing subscriptions remain active while Moonshot directs all computing power to current members. The company plans to reopen access in batches with no confirmed timeline. This kind of operational bottleneck often signals real user adoption rather than hype.

Is this a signal that AI infrastructure demand is outpacing supply at record speed?

Not financial advice. Always manage your risk.

#KIMI #AI #GPU #DemandSurge #Crypto

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