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A fantastical journey unfolds in gorgeous Wildwood trailer
惊艳的Wildwood预告片展现奇幻森林冒险，画面华丽，故事引人入胜。
"I will tear apart this forest and bring back what it took from me."
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Out-of-Distribution Federated Distillation with Domain-Aware Proxy
联邦蒸馏遇上数据分布偏移？域感知代理方案给出稳健新解，跨域协作更可靠。
arXiv:2608.08525v1 Announce Type: new Abstract: Federated Learning is a distributed machine learning paradigm that trains a global model by aggregatin…
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Robinhood to list a fund that lets anyone back Y Combinator startups
散户也能投YC初创了，Robinhood新基金把顶级孵化器门槛拉平，20% carry规则值得细品。
Robinhood's latest financial instrument intends to let any retail investor feel like they, too, can make money by backing Y Combinator startups.
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Show HN: Oodle.ai – $10 per million agent traces
专为LLM代理打造的列式存储可观测性方案，无采样全量追踪，每百万仅需10美元，有效应对非确定性调试痛点。
Hi HN, we're Kiran and Vijay! Over the past two years, we have built a columnar storage engine for observability: logs, metrics, and traces. Today, it…
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Robinhood CEO 弗拉德 · 特内夫：AI 智能体很快将媲美人类交易员，散户有望获得机构级交易能力
Robinhood CEO预言AI智能体将复刻人类交易员全流程，散户有望低成本获取机构级交易能力，金融科技迎来新拐点。
IT之家 7 月 3 日消息，据科技媒体 CNBC 昨天报道，美国券商 Robinhood 首席执行官弗拉德 · 特内夫（Vlad Tenev）预测， AI 智能体很快将媲美人类交易员 。 特内夫表示：“智能体交易（Agentic Trading）的核心概念，就是让智能体完成人类交易员的每一项工作”…
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Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
医学影像遇上视觉大模型，Wasserstein对齐定位让分布外检测更可靠，MICCAI 2026前沿研究。
arXiv:2605.05161v2 Announce Type: replace Abstract: Zero-shot anomaly localisation via vision-language models (VLMs) offers a compelling approach for …
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硬氪首发|moody前高管搭档大疆骨干入局陪伴机器人，锦秋领投，融资数千万
moody前高管携大疆骨干造“宠物小精灵”式AI陪伴机器人，获锦秋领投数千万融资，亮点在声音交互与外星语设定。
硬氪获悉，AI-Native科技潮玩品牌ZuzuZoos查无此园（杭州多蓝艾梦智能科技旗下）近日完成数千万元Pre-A轮融资，锦秋领投、上海复容跟投。此次融资将主要AI大模型迭代、硬件产品扩建、IP生态深化、全球市场拓展、核心团队扩容。 ZuzuZoos成立于2025年，聚焦“AI陪伴机器人+AI潮…
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Show HN: Write Your GitHub Actions in TypeScript
用TypeScript编写GitHub Actions，本地运行并自动生成YAML，告别繁琐配置
I spend a lot of my time writing GitHub Actions. Specifically, I need to script a ton of things. The current way of writing GitHub Actions with YAML i…
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Robinhood’s note on 10% layoffs shows blaming AI isn’t cutting it
Robinhood裁员10%却甩锅AI，分析指出这并非真正原因，揭示科技公司裁员背后的真实逻辑。
Unlike many of his tech industry peers who have cut thousands of jobs citing the need to restructure to make the most of AI, Robinhood's CEO Vlad Tene…
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Goodram RIVAL 游戏系列新品首发：超薄石墨烯散热 DDR5 SODIMM 内存条
Goodram RIVAL推出首款DDR5 SODIMM内存条，超薄石墨烯散热为游戏本散热带来新方案。
IT之家 6 月 17 日消息，波兰存储器模组企业 Goodram 在本月初对其品牌架构进行了调整，将其经典的 IRDM 品牌分拆为面向游戏玩家的 Goodram RIVAL 和面向专业用户的 Goodram PRO，以反映这两个细分市场的分化趋势。 而在当地时间本月 16 日，Goodram 带来…
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Is Token Usage the New Lines of Code? How to Measure Developer Productivity in the AI Age
AI时代，衡量开发者生产力从代码行数转向Token使用量？警惕过度优化的陷阱
Is Token Usage the New Lines of Code? How to Measure Developer Productivity in the AI Age "Whatever gets measured gets gamed." — Goodhart's Law An Ope…
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Tell HN: TIL Apple is rewriting core things in Swift
苹果正全面用Swift重写密码、服务端甚至内核核心，Dogfooding力度空前
In the State of the Union talks on Swift and things I learned that they’re doing more and more dogfooding of things internally doing serverside stuff.…
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Dual Feature Decoupling for Fine-Grained OOD Detection
提出双特征解耦方法，专攻细粒度分布外检测难题，让模型精准识别细微异常。
arXiv:2606.05536v1 Announce Type: new Abstract: Out-of-distribution detection (OOD) is an indispensable technique when applying machine learning model…
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Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness
提出生成语义抗体方法，让视觉-语言模型在开放世界对抗攻击下实现免疫级防御，实验覆盖ImageNet及4个OOD基准。
arXiv:2605.30745v1 Announce Type: new Abstract: Large Vision-Language Models have achieved unprecedented success in zero-shot recognition by aligning …
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AI 替人炒股：美国互联网券商 Robinhood 宣布支持接入第三方智能体
Robinhood推出智能体交易功能，允许第三方AI智能体接入执行投资分析与自动调仓，金融科技新突破。
IT之家 5 月 28 日消息，美国互联网券商 Robinhood 当地时间 5 月 27 日宣布，推出智能体交易（Agentic Trading）功能， 允许股民接入第三方 AI 智能体，让 AI 代替自己炒股 。 官方表示，用户可以开设一个独立于其他投资组合的专用智能体交易账户，智能体只能访问存…
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Robinhood now lets your AI agents trade stocks
Robinhood 开放 API，让 AI 代理直接入场炒股，金融科技再进化
Robinhood will let users create a separate account with pre-loaded balance that an agent use to trade
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ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection
提出ConjNorm方法，实现可计算的密度估计，高效解决分布外检测难题
arXiv:2402.17888v5 Announce Type: replace-cross Abstract: Post-hoc out-of-distribution (OOD) detection has garnered intensive attention in reliable ma…
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Scaling creativity in the age of AI
AI如何颠覆好莱坞每分钟百万美元的视频制作成本？规模化创意加速到来
Storytelling is core to humanity’s DNA, stemming from our impulse to express ideals, warnings, hopes, and experiences. Technology has always bee…
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Throughput vs. Goodput: The Performance Metricin LLM Testing
用卖Dosa的摊位类比，讲清LLM测试中常被忽略的吞吐量与有效吞吐量区别
Article URL: https://qainsights.com/throughput-vs-goodput-the-performance-metric-you-are-probably-ignoring-in-llm-testing/ Comments URL: https://news.…
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Early High-Frequency Injection for Geometry-Sensitive OOD Detection
早期高频信息注入策略提升几何敏感型分布外检测性能，方法简洁有效，值得关注。
arXiv:2605.20728v1 Announce Type: new Abstract: Post-hoc OOD detectors score logits or features after training, so their success depends on the geomet…