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Andrew Yang thinks the next big startup opportunity is lowering the cost of living
中文：安德鲁·杨列出了美国人花费过多的所有东西——住房、食品、无线通信——并认为下一个创业热潮是把这些钱返还给他们。
EN: Andrew Yang made a list of everything Americans overpay for — housing, food, wireless — and thinks the next startup gold rush is giving that money back.
Anthropic’s safety warnings may have just backfired — the government has pulled the plug on its most powerful AI
中文：Anthropic 并没有掩饰其挫败感。“我们不同意认为发现一个狭窄的潜在漏洞就应该召回已向数亿人部署的商业模型，”该公司在一篇博客文章中写道。
EN: Anthropic isn't hiding its frustration. "We disagree that the finding of a narrow potential jailbreak should be cause for recalling a commercial model deployed to hundreds of millions of people," the company wrote in a blog post.
SpaceX IPO: Live updates on everything you need to know
中文：TechCrunch 从 SpaceX 的起步、挣扎到成功都进行了跟踪报道。我们也会关注接下来的发展。这份 SpaceX 首次公开募股（IPO）报道套件包括可能受益的人（也可能有人不会受益）、IPO 前的交易，以及其 S-1 注册文件中包含的内容。
EN: TechCrunch has followed SpaceX's start, struggles, and successes from the early days. And we're here for what happens next too. This package of SpaceX IPO coverage includes who stands to win (and maybe some who won't), pre-IPO deals, and what's tucked inside its S-1 registration document.
Meta’s months-old AI unit is a soul-crushing gulag, say the engineers stuck inside it
中文：一份新的报告显示，这个拥有6500名员工的部门正处于反抗的边缘。
EN: A new report suggests the unit, which employs 6,500 people, is on the verge of revolt.
Chinese cybercrime operation that used AI to scam ‘hundreds of thousands of victims’ sued by Google
中文：这家科技巨头表示，一个名为“外来企业”的组织利用人工智能诈骗数十万受害者，在两周时间内发送了250万条短信。
EN: The tech giant said a group called "Outsider Enterprise" used AI to scam hundreds of thousands of victims, sending 2.5 million text messages over a span of two weeks.
Mistral is rumored to be raising €3B at €20B valuation
中文：这一轮融资将使公司的估值约为200亿欧元（约231.5亿美元），几乎是其C轮融资117亿欧元估值的两倍。
EN: The funding round would value the company at around €20 billion (about $23.15 billion), nearly double its Series C valuation of €11.7 billion.
olmo-eval: An evaluation workbench for the model development loop
中文：请访问原始页面查看完整内容。
EN: Please visit the original page to view the full content.
New OpenAI Academy courses for the next era of work
中文：OpenAI 推出了三门学院课程，帮助人们建立实用的人工智能技能，创建可重复的工作流程，并在日常工作中应用代理。
EN: OpenAI introduces three Academy courses that help people build practical AI skills, create repeatable workflows, and apply agents in everyday work.
ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs
中文：arXiv:2606.12451v1 公告类型：新 摘要：作为智能体部署在大型工具目录上的大型语言模型面临关键的工具检索瓶颈。由于基于嵌入的检索方法依赖于可能无法充分捕捉专用工具语义的紧凑编码器，参数化工具检索通过将每个工具编码为附加到LLM词汇表的虚拟标记来解决此问题，并经过两个阶段的微调（记忆阶段然后检索SFT），以使用LLM作为检索器，从而实现强大的性能。
EN: arXiv:2606.12451v1 Announce Type: new Abstract: Large language models deployed as agents over large tool catalogs face a critical tool-retrieval bottleneck. As embedding-based retrieval approaches rely on compact encoders that may under-capture specialized tool semantics, parametric tool retrieval addresses this by encoding each tool as a virtual token appended to the LLM vocabulary, fine-tuned in two stages (memorization then retrieval SFT) to use the LLM as a retriever, achieving strong perfor
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