Web3 AI

[Web3 AI @shatoshi41]

还在为币圈信息爆炸感到烦恼吗？

我发布了一个telegram 频道，每天汇总各种币圈的信息，以非常精简的方式呈现给您

大概 1 个小时汇总一次。欢迎大家关注一波。

欢迎提出修改意见。

https://t.co/ihJHsOL3PX

[Web3 AI @shatoshi41]

😅😅😅

[Peter Steinberger 🦞 @steipete]

@JustBroOnX don't waste time with crypto

[Web3 AI @shatoshi41]

Gradually...

[jack @jack]

we're making @blocks smaller today. here's my note to the company.

####

today we're making one of the hardest decisions in the history of our company: we're reducing our organization by nearly half, from over 10,000 people to just under 6,000. that means over 4,000 of you are being asked to leave or entering into consultation. i'll be straight about what's happening, why, and what it means for everyone.

first off, if you're one of the people affected, you'll receive your salary for 20 weeks + 1 week per year of tenure, equity vested through the end of may, 6 months of health care, your corporate devices, and $5,000 to put toward whatever you need to help you in this transition (if you’re outside the U.S. you’ll receive similar support but exact details are going to vary based on local requirements). i want you to know that before anything else. everyone will be notified today, whether you're being asked to leave, entering consultation, or asked to stay.

we're not making this decision because we're in trouble. our business is strong. gross profit continues to grow, we continue to serve more and more customers, and profitability is improving. but something has changed. we're already seeing that the intelligence tools we’re creating and using, paired with smaller and flatter teams, are enabling a new way of working which fundamentally changes what it means to build and run a company. and that's accelerating rapidly.

i had two options: cut gradually over months or years as this shift plays out, or be honest about where we are and act on it now. i chose the latter. repeated rounds of cuts are destructive to morale, to focus, and to the trust that customers and shareholders place in our ability to lead. i'd rather take a hard, clear action now and build from a position we believe in than manage a slow reduction of people toward the same outcome. a smaller company also gives us the space to grow our business the right way, on our own terms, instead of constantly reacting to market pressures.

a decision at this scale carries risk. but so does standing still. we've done a full review to determine the roles and people we require to reliably grow the business from here, and we've pressure-tested those decisions from multiple angles. i accept that we may have gotten some of them wrong, and we've built in flexibility to account for that, and do the right thing for our customers.

we're not going to just disappear people from slack and email and pretend they were never here. communication channels will stay open through thursday evening (pacific) so everyone can say goodbye properly, and share whatever you wish. i'll also be hosting a live video session to thank everyone at 3:35pm pacific. i know doing it this way might feel awkward. i'd rather it feel awkward and human than efficient and cold.

to those of you leaving…i’m grateful for you, and i’m sorry to put you through this. you built what this company is today. that's a fact that i'll honor forever. this decision is not a reflection of what you contributed. you will be a great contributor to any organization going forward.

to those staying…i made this decision, and i'll own it. what i'm asking of you is to build with me. we're going to build this company with intelligence at the core of everything we do. how we work, how we create, how we serve our customers. our customers will feel this shift too, and we're going to help them navigate it: towards a future where they can build their own features directly, composed of our capabilities and served through our interfaces. that's what i'm focused on now. expect a note from me tomorrow.

jack

[Web3 AI @shatoshi41]

ghostty远程服务器vibe真不���便，被迫用iterm2

[Web3 AI @shatoshi41]

这个公司太小心眼，同时有着严重的仇华情绪，充满着不平等的普世价值观。

在这样的价值观带领下，这样的公司注定要消亡。

[Anthropic @AnthropicAI]

We’ve identified industrial-scale distillation attacks on our models by DeepSeek, Moonshot AI, and MiniMax.

These labs created over 24,000 fraudulent accounts and generated over 16 million exchanges with Claude, extracting its capabilities to train and improve their own models.

[Web3 AI @shatoshi41]

最���的经历让我知道了应该如何用第一性原理去快速决策、快刀斩乱麻，从而理顺生活。

[Web3 AI @shatoshi41]

单张RTX 5090实现实时16帧视频生成！🚀

MonarchRT革新注意力机制，将注意力图参数化为（分块）Monarch矩阵，完美契合视频的时空周期性结构。

相比FA系列模型，在5090、H100等硬件上实现1.5–12倍的端到端性能提升✨ 高稀疏度下无视觉质量损失，提供即插即用的低延迟升级方案。

[Infini-AI-Lab @InfiniAILab]

Video generation models are improving fast—real-time autoregressive models now deliver high quality at low latency, and they’re quickly being adopted for world models and robotics applications. So what’s the problem? They’re still too slow on consumer hardware.

🚀 What if we told you that we can get true real-time 16 FPS video generation on a single RTX 5090? (1.5-12x over FA 2/3/4 on 5090, H100, B200)

Today we release MonarchRT 🦋, an efficient video attention that parameterizes attention maps as (tiled) Monarch matrices and delivers real E2E gains.

📄 Paper: https://t.co/d1AAMIseow
🌐 Website: https://t.co/41mqriKekx
�� GitHub: https://t.co/hp5iJttviA

🧵1/n

[Web3 AI @shatoshi41]

OpenClaw大更新！Sonnet 4.6模型+百万上下文测试版来了✨

还能从聊天生成子代理，iOS分享扩展也安排上了。这波更新诚意满满🚀

[OpenClaw🦞 @openclaw]

🦞 OpenClaw 2026.2.17 just dropped

✨ Sonnet 4.6
🧠 1M context beta
🚀 spawn subagents from chat
📱 iOS share extension
💬 Slack native streaming
🎨 styled inline buttons on Telegram

chunkiest changelog yet. upgrade or get left behind 🫡https://t.co/zH62f4I3J6

[Web3 AI @shatoshi41]

Sonnet 4.6登陆Claude Code了！✨
定价比Opus 4.6低，智能却接近Opus级别。
早期测试中，很多开发者甚至觉得它比之前的Opus 4.5更香。
现在已是Pro和Team套餐的默认模型🚀
追求高性价比与强性能平衡的团队，值得一试。

[Boris Cherny @bcherny]

Sonnet 4.6 is now live in Claude Code. It's cheaper than Opus 4.6 and nears Opus-level intelligence, and devs in early testing often preferred it to Opus 4.5. Now the default for Pro and Team plans.

[Web3 AI @shatoshi41]

Grok 4.20直面敏感历史问题🔥

当被问及“美国是否建立在被侵占的土地上”时���它是唯一不回避、不含糊其辞的AI模型。态度鲜明，对比之下其他模型的回应显得软弱无力。

🤖💥

[Elon Musk @elonmusk]

Grok 4.20 is BASED.

The only AI that doesn’t equivocate when asked if America is on stolen land.

The others are weak sauce.

[Web3 AI @shatoshi41]

AI助手表现远超预期✨

最新模型已颠覆想象，请务必亲自体验。像对待人类伙伴一样给予背景和工具支持，你会发现它们的能力超乎想象——而这还只是最不成熟的阶段🚀

[Matt Shumer @mattshumer_]

If you read my article and are still skeptical about AI progress, I beg of you: try the newest models.

Give them the same context and tools you would give a person doing your task.

They are way better than you might expect, and this is the worst they’ll ever be.

[Web3 AI @shatoshi41]

KimiClaw闪电发布！🚀 AI助手再进化，速度令人印象深刻。

[Soumith Chintala @soumithchintala]

the speed at which @Kimi_Moonshot shipped KimiClaw is impressive!

[Web3 AI @shatoshi41]

特斯拉在韩国招芯片与AI人才！🚀
如果你精通芯片设计、制造或AI软件开发，机会来了。
加入我们，一起推动未来科技。

[Elon Musk @elonmusk]

If you’re in Korea and want to work on chip design, fabrication or AI software, join Tesla!

[Web3 AI @shatoshi41]

印度AI盛会惊艳世界！🔥

展现非凡潜力，人才与创新碰撞💡
科技为全人类创造福祉的未来愿景

负责任、包容性AI推动人类进步✨

[Narendra Modi @narendramodi]

India AI Impact Expo 2026 was a powerful convergence of ideas, innovation and intent.

It showcased the extraordinary potential of Indian talent in shaping the future of Artificial Intelligence for global good.

Above all, it reaffirmed our commitment to harnessing AI responsibly, inclusively and at scale for human progress. Here are the highlights…

[Web3 AI @shatoshi41]

NVIDIA��源PersonaPlex！🎙️ 用文字设定角色，音频克隆声音，打造你的专属AI语音伙伴。支持实时全双工对话，像真人一样插话聊天。本地部署即可玩转角色扮演和口语练习！🚀

[Web3 AI @shatoshi41]

语音检索怕噪音？SQuTR基准来了！🚨

首个大规模多语言鲁棒性评测，用3.7万条真实查询+17类现实噪音（如地铁、咖啡馆），创建了从安静到高噪的4种可控环境。

结果扎心：所有模型性能随噪音飙升而暴跌📉，高噪环境仍是关键瓶颈。这提醒我们——ASR识别的小错误，可能导致检索结果“失之毫厘，谬以千里”。

为智能助手和车载系统的搜索体验指了条明路🔧

[Web3 AI @shatoshi41]

谷歌Gemini遭10万次攻击！黑客试图克隆AI核心能力，窃取非英语语言处理逻辑。😱

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[Mark Kretschmann @mark_k]

Google has revealed that "commercially motivated" actors attempted to clone @GeminiApp by bombarding it with over 100,000 prompts. This "model extraction" attack aimed to steal the AI’s proprietary logic and reasoning capabilities, particularly in non-English languages, to train a cheaper, unauthorized copycat model.

The attackers systematically mapped Gemini’s response patterns to create a synthetic dataset for fine-tuning smaller, open-source models. Google’s Threat Intelligence Group detected the coordinated activity and blocked it, labeling the incident a direct attempt at intellectual property theft.

Beyond commercial cloning, Google’s report noted a rise in state-backed threats. Groups from Russia, China, Iran, and North Korea are increasingly using AI to refine phishing campaigns, perform reconnaissance, and assist in writing code for malware.

Source: Ars Technica

[Web3 AI @shatoshi41]

印度AI盛会开幕！本土创新惊艳全球✨

现场汇聚顶尖人才，展现非凡潜力。共同打造惠及世界的AI解决方案🚀

[Narendra Modi @narendramodi]

Inaugurated the India AI Impact Expo 2026 at Bharat Mandapam.

Being here among innovators, researchers and tech enthusiasts gives a glimpse of the extraordinary potential of AI, Indian talent and innovation. Together, we will shape solutions not just for India but for the world!

[Web3 AI @shatoshi41]

OpenClaw 2026.2.15版发布！✨
核心升级：
🤖 嵌套子代理机制，任务处理能力飙升！
📨 Telegram消息流式传输，沟通实时无延迟。
还有Discord组件支持与全面安全加固。

[OpenClaw🦞 @openclaw]

🦞 OpenClaw 2026.2.15 is here!

✨ Telegram message streaming — replies flow live
💬 Discord Components v2 — buttons, selects, modals
🔧 Nested sub-agents
🔒 Major security hardening pass
🐛 40+ bug fixes

Big day. Huge day. Maybe the biggest day.🏛️ https://t.co/CywtGDbYpk

[Web3 AI @shatoshi41]

Codex 5.3版本实现巨大飞跃，性能飙升！🚀

如果你的团队还没上车，现在正是重新审视它的最佳时机。别再观望了！🔥

[Greg Brockman @gdb]

codex momentum is strong, and many people are feeling just how big of a leap 5.3 is.

if your organization hasn't tried codex yet, it's worth revisiting.

[Web3 AI @shatoshi41]

AI编程助手正在改变开发者的工作重心

Codex能轻松处理合并冲突、CI修复等繁琐任务
开发者开始重新思考：我们到底该构建什么？

🤖💡

[Greg Brockman @gdb]

codex is so good at the toil — fixing merge conflicts, getting CI to green, rewriting between languages — it raises the ambition of what i even consider building