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三星首次展示教育用 98 英寸交互式显示屏，支持 AI 课堂测验等
三星98英寸教育交互屏，支持AI课堂测验与NFC/二维码快速登录，大屏互动提升教学效率。
三星公司今天（7 月 9 日）发布公告，在佛罗里达州奥兰多举行的 ISTELive 2026 大会上，展示最新教育方案外， 首次展示了 98 英寸交互式显示屏。 在教育方案上，三星主要更新 AMS（账户管理解决方案），支持教师通过二维码或支持 NFC 的身份卡登录兼容交互式显示屏，并在校园内任意兼容…
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GPT‑Live
OpenAI正式推出GPT‑Live，实时交互式AI体验全面升级！
Article URL: https://openai.com/index/introducing-gpt-live/ Comments URL: https://news.ycombinator.com/item?id=48834405 Points: 502 # Comments: 344
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字节发布多模态图像创作模型 Seedream 5.0 Pro：复杂信息可视化、交互式精准编辑
IT之家 7 月 8 日消息，字节跳动今日宣布，正式发布 多 模态 图像创作模型 Seedream 5.0 Pro 。 据介绍，相比之前版本，Seedream 5.0 Pro 在图文匹配、结构合理性、文字渲染与画面美感等基础能力上全面提升： 复杂信息可视化 ：将数据、概念与密集文字准确转化为专业排版…
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Vidu S1: A Real-Time Interactive Video Generation Model
实时交互式视频生成新突破，Vidu S1模型实现低延迟人机协同创作。
arXiv:2607.03118v1 Announce Type: cross Abstract: We introduce Vidu S1, a real-time interactive video generation model supporting voice control of dig…
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Show HN: Code Review Enviornment for the Modern Era
在PR之前交互式审查代码变更，按git状态分组并支持直接暂存操作，注解驱动智能代理
Plannotator opens a local diff viewer (git, jj, p4). You annotate lines, tokens, or comment on files, and when you're done they feed straight into you…
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Interactive Learning for LLM Reasoning
探讨如何通过交互式训练环境增强多LLM协作推理能力。
arXiv:2509.26306v5 Announce Type: replace Abstract: Existing multi-agent learning approaches have developed interactive training environments to expli…
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Show HN: How clanker are you? A reverse Turing test
一个反图灵测试小游戏，看你更像AI还是人类，趣味互动中体验语言模型token概率的玄机。
You write 8 text completions and open models score how predictable each word was too them. Predictable => clanker. You can share results with your fri…
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WebDeck – AI-powered PPT to interactive HTML converter
把PPT变成交互式网页，AI解析内容结构而非简单截图，保留确定性解锁交互性。
Article URL: https://github.com/lzytttttt/WebDeck Comments URL: https://news.ycombinator.com/item?id=48755374 Points: 2 # Comments: 0
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Show HN: A Living Neural Web in HTML5 Canvas
用HTML5 Canvas打造动态神经网络，交互式可视化展示AI底层运作，在线可玩。
Article URL: https://techoreon.github.io/verpad/canvas-playground.html Comments URL: https://news.ycombinator.com/item?id=48699646 Points: 4 # Comment…
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ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
用Shapley信息增益指导强化学习，让医疗大模型学会主动问诊，提升诊断准确性。
arXiv:2508.13514v2 Announce Type: replace-cross Abstract: Interactive medical questioning is essential in clinical consultations, where physicians mus…
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TraceView: Interactive Visualization of Agentic Program Repair Trajectories
可视化AI智能体修复代码的完整轨迹，揭示其决策过程与修复路径。
arXiv:2606.22110v1 Announce Type: cross Abstract: LLM-based automated program repair (APR) agents generate patches to fix software bugs with minimal h…
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Show HN: Visualize an Obsidian/gbrain vault as an interactive graph and timeline
将Obsidian/知识库笔记一键可视化为交互式图谱与时间线，直观梳理知识脉络
Article URL: https://vladignatyev.github.io/brain-map-skill/ Comments URL: https://news.ycombinator.com/item?id=48514001 Points: 2 # Comments: 1
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Hasta Pronto – An AI Farewell Letter and Interactive Memorial – Claude
Claude创作了一封AI告别信与互动纪念页，情感与技术的融合令人动容。
Article URL: https://claude.ai/public/artifacts/fcf36cd3-85f4-49f4-8ef1-5b767ff8ec55 Comments URL: https://news.ycombinator.com/item?id=48511857 Point…
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Show HN: Grops – Stop the Information Overload
将枯燥文本转化为交互式概念图，帮你快速理解复杂知识，告别信息过载
These days we are full of information and we spend hours reading, researching and linking the dots. Grops helps you do this in half of the time withou…
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CakewordAI
手指一戳，万物皆可学：指哪学哪的多语言AI学习神器，让语言学习变成游戏。
Point at anything to learn its name in any language Discussion | Link
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Show HN: agent skill to generate aesthetic and interactive diagrams
一个Agent技能，利用HTML生成美观交互式图表，开源项目值得尝试。
Article URL: https://github.com/plannotator/effective-html Comments URL: https://news.ycombinator.com/item?id=48469576 Points: 2 # Comments: 0
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Show HN: Stop returning raw JSON from MCP servers, build rich inline UIs
在AI代理聊天中直接构建交互式富UI应用，告别原始JSON响应，让MCP服务器输出更直观、可操作。
Article URL: https://medium.com/towards-artificial-intelligence/mcp-apps-build-interactive-apps-directly-inside-your-ai-agents-chat-c571678099e3 Comme…
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Interactive Shell with Dart
在Dart中搭建交互式Shell，快速测试函数、探索API，提升开发调试效率
Any modern languages should have its REPL, Erlang, Elixir, Haskell, Clojure, Ocaml, Python... All of them got one shell-like feature to interact with …
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SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation
医学图像分割新范式，Token级混合专家模型SegMoTE精准应对多模态异质性挑战！
arXiv:2602.19213v2 Announce Type: replace Abstract: Medical image segmentation is vital for clinical diagnosis and quantitative analysis, yet remains …
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Towards a Science of AI Agent Reliability
被ICML 2026接收的系统性研究，用科学方法建立AI Agent可靠性评估框架，附交互式仪表盘。
arXiv:2602.16666v3 Announce Type: replace Abstract: AI agents are increasingly deployed to execute important tasks. While rising accuracy scores on st…