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荣耀 Robot Phone 通过 3C 认证，由自有工厂生产
全球首款机器人手机曝光，2亿像素云台相机+骁龙8 Elite芯片，影像和AI能力拉满。
IT之家 7 月 15 日消息， 型号为“APH-AN00”的荣耀 5G 数字移动电话机已通过 3C 认 证，配备一款型号为“HN-200600C02”的开关电源适配器，支持最大 120W 快充。 博主 @旺仔百事通 今日发文透露， 该机为荣耀 Robot Phone ，由荣耀自有工厂生产。3C 认…
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I Built AICostPass Because I Was Tired of Guessing My AI API Costs
精准追踪AI API成本，告别盲目猜测，这款新工具让开支清晰可见。
While building with OpenAI, Anthropic, and other AI providers, I realized something surprising. I monitored my servers, databases, and application per…
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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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Pollux: Let's explore Nigerian political sentiment
实时匿名追踪尼日利亚政治情绪，投票评估52位政客民心走向，拒绝预测迎合，打造坦诚民调账本。
This is a submission for Weekend Challenge: Passion Edition What I Built Pollux is an anonymous, real-time tracker of Nigerian political sentiment. Pi…
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Codex starts encrypting sub-agent prompts
OpenAI Codex 开始加密子代理提示，导致多智能体 V2 消息的审计追踪不可读，引发回归问题
Article URL: https://github.com/openai/codex/issues/28058 Comments URL: https://news.ycombinator.com/item?id=48905028 Points: 264 # Comments: 160
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Scraping Indian government open data in 2026: what actually works
抓取印度政府开放数据时防屏蔽利器，支持动态代理与智能切换，悄悄绕过502伪装错误，追踪真实开源村庄地图数据更新
I maintain Village Finder , an open-source mapping project tracking over 78,000 Indian villages. It works by pulling daily raw updates straight from o…
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Show HN: Orbit – AR satellite tracker, watch 15k+ objects
Orbit在AR中实时跟踪15000+卫星、行星和星座，支持2D地图、3D地球与轨道预测，内置聊天机器人解答疑问。
Hey HN! I made Orbit, an iOS app that allows you to see the satellites, planets, and constellations above you in AR, on a 2D map, and on a 3D globe. T…
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7 things I learned trying to stop LLM API bills from silently exploding
通过标签追踪与重试策略调优等7个实战技巧，阻止你的LLM API账单在后台悄悄燃烧。
My first real LLM bill surprise wasn't dramatic. No infinite loop, no viral spike. A retry policy I'd written months earlier met a flaky endpoint, and…
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无法完全关闭：39 页起诉书指出微软 Win11 内置 GDID 追踪器
IT之家 7 月 11 日消息，科技媒体 Windows Latest 昨日（7 月 10 日）发布博文，基于 39 页联邦起诉书，指出微软承认在 Windows 11 系统中， 内置全局设备标识符（Global Device Identifier，简称 GDID），且没有完整关闭选项。 全局设备标…
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Show HN: TinyPact – For the person you want to be
轻松记录每日小目标，无压力打卡，只看最好战绩，每天都是新开始
Hello Everyone. I built an app around an idea that helped my family and I build a more consistent Quran recitation habbit. There's been some positive …
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消息称“全球首款机器人手机”荣耀 Robot Phone 手机 8 月上市，Magic9 系列暂定 10 月登场
荣耀即将推出全球首款机器人手机，搭载可翻转2亿像素云台相机与AI追踪功能，8月上市抢眼。
IT之家 7 月 9 日消息，博主 @智慧皮卡丘 发文，透露荣耀 Robot Phone 和 Magic9 系列手机“暂定分开发”，其中 Robot Phone 将于下月（8 月）上市，而 Magic9 系列将于 10 月上市，同时博主还在评论区透露 Magic9 系列手机继续主打防抖。 参考IT之…
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阿里千问接入 EMS，可实时追踪提醒高考录取通知书寄送进度
IT之家 7 月 9 日消息，高考志愿录取结果即将揭晓，为了让用户更方便了解录取通知书寄送进度，千问高考接入中国邮政 EMS，上线实时追踪与提醒功能。 据IT之家了解，千问高考志愿日历会向每位高考用户推送“查询录取通知书物流状态”提醒，用户可点击提前完成授权。待录取通知书开始寄送以及物流状态变化时，…
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What are They Thinking? Delineation, Probing, and Tracking of Concepts in LLMs
揭示LLM内部概念表征机制，为模型可解释性和安全对齐提供新方法。
arXiv:2605.28823v2 Announce Type: replace Abstract: As the influence of LLMs expands, it is imperative to gain insight into their decisions. One way t…
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Katalyst's satellite rescue mission is now in pursuit of NASA's Swift
实时追踪Starlink卫星位置与过境时间，支持AR模式查看天空中的卫星群。
It will take several weeks for the Link spacecraft to rendezvous with NASA's Swift observatory.
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Show HN: Otari: your open-source LLM control plane
一键聚合40+LLM提供商，统一管理API密钥、预算和用量，开源控制平面来了。
Article URL: https://github.com/mozilla-ai/otari Comments URL: https://news.ycombinator.com/item?id=48810528 Points: 1 # Comments: 0
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AgentLTL: A Trace-Verification Framework for Measuring, Enforcing, and Training Procedural Compliance in Tool-Using LLM Agents
用一阶线性时序逻辑定义过程规则，AgentLTL让LLM智能体的操作步骤可衡量、可强制、可训练，提升安全关键任务可靠性。
arXiv:2607.02599v1 Announce Type: cross Abstract: Tool-using LLM agents are usually evaluated by final-answer correctness or LLM judges. Neither captu…
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Your ChatGPT Traffic Is Hiding in 'Direct' — How to Track AI Search Referrals in Magento 2
Magento 2商店如何准确追踪ChatGPT等AI搜索引荐流量，避免被混入“直接访问”的误区。
Originally published on angeo.dev . AI platform behavior changes frequently — referrer policies and crawler names may have evolved since publication (…
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Show HN: Loopers – Open-source fail-closed firewall for AI agent runtimes
开源且支持500+模型的AI Agent防火墙，基于OWASP Top 10安全规则，内置W3C OTLP追踪与EU AI Act合规。
Article URL: https://github.com/CURSED-ME/loopers-oss Comments URL: https://news.ycombinator.com/item?id=48804865 Points: 1 # Comments: 0
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Show HN: Scan your AI agents for dangerous capabilities
开源项目，用默认拒绝、人工审批和加密审计追踪锁定AI代理危险行为，杜绝自授权漏洞。
Article URL: https://github.com/makerchecker/MakerChecker Comments URL: https://news.ycombinator.com/item?id=48804182 Points: 16 # Comments: 8
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Fud AI in one post: open source, BYOK, snap-a-photo logging
开源AI营养追踪应用，拍照即得卡路里与营养成分，支持iOS+Android，还提供BYOK隐私方案
Wrapping the first build-in-public run for Fud AI . The short version: Native iOS + Android calorie + nutrition tracker Snap a photo -> estimated c…