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2026-02-12

[P] ML training cluster for university students

<!-- SC_OFF --><div class="md"><p>Hi! I'm an exec at a University AI research club. We are trying to build a gpu cluster for our student body so they can have reliable access to compute, but we aren't sure where to start.</p> <p>Our goal is to...

产品发布
Reddit r/MachineLearning 阅读 →

[D] We scanned 18,000 exposed OpenClaw instances and found 15% of community skills contain...

<!-- SC_OFF --><div class="md"><p>I do security research and recently started looking at autonomous agents after OpenClaw blew up. What I found honestly caught me off guard. I knew the ecosystem was growing fast (165k GitHub stars, 60k Discord members) but the actual...

研究
Reddit r/MachineLearning 阅读 →

Launch HN: Omnara (YC S25) – Run Claude Code and Codex from anywhere

Hey y’all, Kartik, Ishaan, and Christian from Omnara (<a href="https:&#x2F;&#x2F;www.omnara.com&#x2F;">https:&#x2F;&#x2F;www.omnara.com&#x2F;</a>) here. We’re building a web and mobile agentic IDE for Claude Code and Codex that lets you run and interact with coding agents from anywhere. Omnara lets...

产品发布
Hacker News 阅读 →

Anthropic raises $30B in Series G funding at $380B post-money valuation

Anthropic raises $30B in Series G funding at $380B post-money valuation

企业动态
Hacker News 阅读 →

Tell HN: Ralph Giles has died (Xiph.org| Rust@Mozilla | Ghostscript)

It&#x27;s with much sadness that we announce the passing of our friend and colleague Ralph Giles, or rillian as he was known on IRC.<p>Ralph began contributing to Xiph.org in 2000 and became a core Ghostscript developer in 2001[1]. Ralph made many contributions to the royalty-free media ecosystem,...

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Hacker News 阅读 →

An AI agent published a hit piece on me

Previously: <i>AI agent opens a PR write a blogpost to shames the maintainer who closes it</i> - <a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=46987559">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=46987559</a> - Feb 2026 (582 comments)

行业
Hacker News 阅读 →

GeForce NOW Turns Screens Into a Gaming Machine

The GeForce NOW sixth-anniversary festivities roll on this February, continuing a monthlong celebration of NVIDIA’s cloud gaming service. This week brings even more reasons to join the party, as GeForce NOW launches on a new platform with support for Amazon Fire TV devices, and eight new games to...

产品发布
NVIDIA Blog 阅读 →

NVIDIA DGX Spark Powers Big Projects in Higher Education

At leading institutions across the globe, the NVIDIA DGX Spark desktop supercomputer is bringing data‑center‑class AI to lab benches, faculty offices and students’ systems. There’s even a DGX Spark hard at work in the South Pole, at the IceCube Neutrino Observatory run by the University of...

行业
NVIDIA Blog 阅读 →

Leading Inference Providers Cut AI Costs by up to 10x With Open Source Models on NVIDIA Blackwell

A diagnostic insight in healthcare. A character’s dialogue in an interactive game. An autonomous resolution from a customer service agent. Each of these AI-powered interactions is built on the same unit of intelligence: a token. Scaling these AI interactions requires businesses to consider whether...

大模型
NVIDIA Blog 阅读 →

Code, Compute and Connection: Inside the Inaugural NVIDIA AI Day São Paulo

The worldwide tour of NVIDIA AI Days — bringing together AI enthusiasts, developers, researchers and startups — made its latest stop in São Paulo, Brazil.

研究
NVIDIA Blog 阅读 →

Gemini 3 Deep Think: Advancing science, research and engineering

Our most specialized reasoning mode is now updated to solve modern science, research and engineering challenges.

研究
DeepMind Blog 阅读 →

Gemini 3 Deep Think: Advancing science, research and engineering

&lt;img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/gemini-3_deep-think_keyword_hea.max-600x600.format-webp.webp"&gt;We’re releasing a major upgrade to Gemini 3 Deep Think, our specialized reasoning mode.

研究
Google AI Blog 阅读 →

Introducing GPT-5.3-Codex-Spark

Introducing GPT-5.3-Codex-Spark—our first real-time coding model. 15x faster generation, 128k context, now in research preview for ChatGPT Pro users.

产品发布
OpenAI Blog 阅读 →

swyx:Anthropic 至今未买下 @anthropic 这个推特账号

Latent Space 创始人 swyx 发现 @anthropic 推特账号仍属于一位每天发 Wordle 成绩的普通用户,即使 Anthropic 已有 300 亿美元融资也未买下该账号,引发社区热议。

行业
@swyx 阅读 →

Google DeepMind:升级版 Deep Think 开始向 Gemini App 推出

Google DeepMind 宣布升级后的 Deep Think 模式正在 Gemini App 向 Google AI Ultra 订阅者推出,同时面向科研人员和开发者开放 Vertex AI 早期访问计划。

研究
@GoogleDeepMind 阅读 →

Cursor:长时间运行的 Agent 功能正式上线

Cursor 宣布 Long-running Agents 功能向 Ultra、Teams 和 Enterprise 计划用户开放,新的运行框架可让 Agent 完成更大规模的任务。

产品发布
@cursor_ai 阅读 →

Google:Gemini 3 Deep Think 早期测试者已看到显著成果

Google 分享 Gemini 3 Deep Think 早期测试成果,研究人员用其发现论文隐藏缺陷和优化半导体生长等实际应用,展示解决不可解问题的能力。

研究
@Google 阅读 →

Andrej Karpathy:精简代码又减少 200 行,追求极简

Karpathy 分享其编程心得,表示代码已精简 200 行,意识到自己仍在把事情搞得过于复杂,体现其追求代码极简主义的理念。

行业
@karpathy 阅读 →

OpenAI:Codex 新功能向 ChatGPT Pro 用户开放

OpenAI 宣布 Codex 应用、CLI 和 IDE 扩展中的新功能正式向 ChatGPT Pro 用户推出。

大模型
@OpenAI 阅读 →

Google DeepMind:Deep Think 在多项基准测试中达到最先进水平

Google DeepMind 最新 Deep Think 模型在 ARC-AGI-2 推理基准上达到 SOTA,在 Humanity Last Exam 上刷新纪录,Codeforces Elo 达 3455,展现强大的数学、科学和编程能力。

研究
@GoogleDeepMind 阅读 →

Sam Altman:Codex Pro 用户今天将收到一个特别惊喜

Sam Altman 预告 Codex Pro 计划用户将获得一项新功能上线,称其令人喜悦,暗示 OpenAI 即将发布重要产品更新。

产品发布
@sama 阅读 →

Elon Musk:xAI 有约 30 名工程师开发纯 AI 推荐系统

Musk 透露 xAI 有约 30 名工程师正在开发基于纯 AI 的推荐系统。

行业
@elonmusk 阅读 →

Google:Gemini 3 Deep Think 在 Humanity's Last Exam 创新标准

Google 宣布 Gemini 3 Deep Think 更新,ARC-AGI-2 达 84.6%,在 Humanity's Last Exam 上树立新标准,展示该推理模式在科学研究和工程领域的实际应用。

研究
@Google 阅读 →

Elon Musk:批评 Anthropic AI 存在偏见,预告 Grok 4.2

Musk 公开批评 Anthropic 的 AI 存在针对特定群体的偏见,称其「反人类且邪恶」。同时透露 Grok 4.2 将「好很多」。

观点
@elonmusk 阅读 →

Anthropic:年化营收 140 亿美元,连续三年增长超 10 倍

Anthropic 披露其年化营收已达 140 亿美元,过去三年每年增长超过 10 倍,增长动力来自其作为企业和开发者首选智能平台的定位。

企业动态
@AnthropicAI 阅读 →

Andrej Karpathy:天使投资 Simile AI,探索 LLM 多人格模拟

Karpathy 宣布作为天使投资人参与 Simile AI。该公司探索 LLM 的「模拟引擎」本质——预训练模型天然具备模拟互联网上多元人群的能力,为何只模拟单一人格?

产品发布
@karpathy 阅读 →

Andrej Karpathy:micrograd 代码精简 18%,仅 200 行

Karpathy 进一步简化 micrograd 项目,通过让每个算子仅返回局部梯度、由 backward() 负责链式乘法,代码从 243 行精简到 200 行(减少 18%),代码更优雅地排列为 3 列。

行业
@karpathy 阅读 →

Google DeepMind:Gemini 3 Deep Think 升级,ARC-AGI-2 达 84.6%

Google DeepMind 升级 Gemini 3 Deep Think 推理模式,ARC-AGI-2 达 84.6%(SOTA),Humanity's Last Exam 创新标准,Codeforces Elo 达 3455。展示 Duke 大学用其设计半导体新材料。

研究
@GoogleDeepMind 阅读 →

Sam Altman:GPT-5.3-Codex-Spark 推理速度超 1000 tokens/秒

Sam Altman 宣布 GPT-5.3-Codex-Spark 以研究预览形式面向 Pro 用户发布,推理速度超过每秒 1000 tokens,发布初期存在一些限制,后续将快速迭代改进。

产品发布
@sama 阅读 →

OpenAI:发布 GPT-5.3-Codex-Spark 研究预览版

OpenAI 推出 GPT-5.3-Codex-Spark 研究预览版,推理速度超 1000 tokens/秒,面向 Pro 用户开放,支持 ChatGPT Pro 的 Codex 应用、CLI 和 IDE 插件。

产品发布
@OpenAI 阅读 →