1
I Gave ChatGPT Access to My iMessage Conversations, and It Was More Useful Than I Expected
把iMessage交给ChatGPT，意外收获：聊天记录变私人助理，Mac用户即刻可试。
Getting ChatGPT connected to your Apple Messages comes with privacy trade-offs—but it has its uses.
2
Show HN: Linux and iPhone Continuity (iMessage / SMS)
Linux与iPhone间架起苹果生态桥梁，实现iMessage/SMS无缝转发，告别换机后的功能缺失。
After switching to 100% Linux a couple of years ago there was basically only one thing I missed about macOS and that was what Apple calls "Continuity"…
3
Show HN: Blueferry, iMessage on Linux
在Linux上收发iMessage和短信，用iPhone联系人，实验性玩法抢先看。
Hey; Blueferry is an app that connects to your iPhone via Bluetooth to expose an iMessage bridge to your Linux desktop. It supports receiving and send…
4
Evaluating SageMath-Augmented LLM Agents for Computational and Experimental Mathematics
SageMath增强LLM智能体，一场计算与实验数学的自动化探索，看AI如何攻克严谨数学推理。
arXiv:2607.06820v1 Announce Type: new Abstract: Recent advances in AI for Mathematics have focused largely on autoformalization and theorem proving, l…
5
Apple Watch & iMessage Integration in Flutter
手把手带你打通Flutter与Apple Watch/iMessage的完整链路，从架构设计到Xcode配置一步不落。
A Complete Developer Guide App Bundle ID: com.example.demoapp App Group: group.com.example.demoapp Targets: Runner (iPhone) · DemoWatch Watch App · De…
6
10 New Features Coming to Apple Messages in iOS 27
十项iMessage新功能抢先看，升级iOS 27后聊天体验大不同。
A bunch of quality-of-life upgrades, plus a new Drawing app.
7
SAGE: A Search-AuGmented Evaluation of Large Language Models on Free-Form QA
搜索增强评测框架SAGE，严谨检验大模型在开放问答中的真实表现，值得AI研究者一读。
arXiv:2504.07385v3 Announce Type: replace-cross Abstract: As Large Language Models (LLMs) become increasingly used for question-answering (QA), relyin…
8
tracesage: See Inside Your LangGraph Agents
手把手教你用tracesage可视化LangGraph代理的内部运行，告别深夜翻日志的噩梦。
See Inside Your LangGraph Agents Open-source LangChain/LangGraph tracing — drop in two lines, watch your agents run live in your browser. The problem:…
9
Show HN: Lark – Use Codex from Telegram or iMessage
通过Telegram或iMessage将消息转发到AI CLI，调用OpenAI Codex实现桌面端AI工作流
OpenAI added mobile control for Codex, but it depends on both the desktop app and the ChatGPT mobile app. Lark takes a different approach. It connects…
10
苹果批准首个 iMessage AI 智能体，Poke 可回邮件也能设提醒
苹果AI火力全开：iMessage迎来首个智能体Poke，同时推出多款自研框架刷新图像描述、3D生成与推理效率纪录。
IT之家 6 月 5 日消息，科技媒体 Appleinsider 昨日（6 月 4 日）发布博文， 报道称苹果批准 Poke 成为首个接入 Apple Messages for Business（苹果商务消息）平台的第三方 AI 智能体。 Apple Messages for Business 原本…
11
SAGE: Scalable AI Governance & Evaluation
一篇关于可扩展AI治理与评估框架的前沿论文，为AI安全监管提供系统化解决方案
arXiv:2602.07840v3 Announce Type: replace-cross Abstract: Evaluating relevance in large-scale search systems is fundamentally constrained by the gover…
12
Apple approves Poke as the first AI agent on its Messages for Business platform
苹果首次批准AI代理Poke接入商业消息平台，开启企业对话新纪元。
Poke, the startup that lets people use AI agents through simple text messages, has become the first AI agent approved for Apple’s Messages for Busines…
13
TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning
首个专门评估LLM代理在多轮对话中进行时间序列推理的基准TimeSage-MT，揭示现有模型的能力边界。
arXiv:2606.01498v1 Announce Type: cross Abstract: Time series data inform critical decisions across many real-world domains. While large language mode…
14
Ask HN: Did Messages get removed from Google Takeout?
谷歌用户发现Takeout数据导出中Messages选项消失，原因成谜。
"Messages" appears to have disappeared from Google Takeout. Does anyone know why Google removed it, or if there is an official notice or explanation? …
15
苹果发布底层加密库，推进 iPhone / Mac 后量子安全
苹果公开核心加密库corecrypto，为iPhone/Mac抵御量子计算威胁迈出关键一步
IT之家 5 月 23 日消息，科技媒体 9to5Mac 昨日（5 月 22 日）发布博文，报道称苹果公司在 GitHub 公布 corecrypto 代码仓库，并配套发布技术长文， 集中说明其后量子密码学工作如何落地到 iPhone、Mac 等产品。 本次更新延续苹果公司在 2024 年公开推进的…
16
What it takes to run an AI coworker on iMessage
在iMessage上部署持久化AI协作者，融合Lambda的灵活与EC2的稳定，探索无超时VM新范式。
Article URL: https://opencomputer.dev/blog/what-it-takes-to-run-an-ai-coworker-on-imessage/ Comments URL: https://news.ycombinator.com/item?id=4824379…
17
SAGE: Shaping Anchors for Guided Exploration in RLVR of LLMs
提出SAGE框架，通过塑造锚点引导LLM在RLVR（强化学习与验证器推理）中高效探索，提升推理能力与验证效果。
arXiv:2605.18864v1 Announce Type: new Abstract: Recent studies observe that reinforcement learning with verifiable rewards (RLVR) reliably improves pa…
18
Hypothesis-driven construction of mesoscopic dynamics
基于广义Onsager原理，提出假设驱动的介观动力学建模新范式，摆脱传统方程依赖，开启复杂多尺度系统建模新思路。
arXiv:2605.16211v1 Announce Type: new Abstract: Traditional scientific modeling typically begins with fixed, instance-wise effective equations and the…