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Your brain on AI
用AI帮你快速验证新闻真伪，但别忘了保留独立判断。Perplexity AI提供实时信息检索与来源引用，边查边学，适合对抗假新闻。
Many people find AI-based chatbots helpful in keeping up with news, but a study by Pattie Maes and her colleagues at the MIT Media Lab points to a big…
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On the Role of Citations in Preference Data
一篇探讨引用在偏好数据中作用的学术论文，为AI对齐与偏好学习研究提供新视角。
arXiv:2608.21376v1 Announce Type: cross Abstract: Many NLP tasks require systems to provide attribution in their outputs--i.e. citations to grounding …
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π0引用的中国团队，又出手了：世界仿真器新作发布
给机器人造一个更接近真实的“第二世界”
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支持澳大利亚青少年社交媒体禁令的报告存在多处引用错误，机构承认使用了 ChatGPT 编辑
AI编辑报告翻车现场：澳大利亚青少年社交禁令支持报告引用出错，机构承认用了ChatGPT却否认幻觉，看点十足。
IT之家 8 月 17 日消息，据《卫报》报道，负责测试澳大利亚社交媒体禁令背后相关技术的一份报告，其作者承认在编辑过程中使用了 ChatGPT，但否认报告中的多处引用错误是由人工智能“幻觉”造成的。 这项耗资 348 万澳元 （IT之家注：现汇率约合 1,662.9 万元人民币） 的年龄验证技术测…
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How AI engines cite brands?
揭秘ChatGPT、谷歌AI概览与Perplexity如何引用品牌信息，品牌主必看的AI可见性指南。
Article URL: https://www.leapd.ai/blog/ai-visibility/how-chatgpt-google-ai-overviews-and-perplexity-source-information-in-2026 Comments URL: https://n…
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Why SaaS AI Visibility May Depend on Community Signals, Citations, and Governance
SaaS AI可见性不再只看关键词，社区信号、引用和治理正成为新的决胜点，一文看清布局方向。
AI visibility for SaaS brands appears to be evolving beyond conventional search rankings. Industry analysis increasingly frames it as a cross-engine, …
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驰为回应 UniBook 笔记本屏幕争议：评测博主标准版样机误引用高配版参数，对外宣传素材已完成整改
IT之家 8 月 14 日消息，针对近期 UniBook 笔记本屏幕参数引发的争议，驰为官方 8 月 13 日发布澄清公告： UniBook 系列目前尚处于评测阶段，暂未在全球市场正式上市，该系列规划两个 SKU 版本： - UniBook Core 3 304 标准版 ：60% sRGB 屏幕 -…
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Show HN: A extension for fast research and citations
浏览器扩展，划词即得APA/MLA等引用，八向径向菜单高效管理研究资料。
Article URL: https://github.com/fluryjanis/ResearchWheel Comments URL: https://news.ycombinator.com/item?id=49264396 Points: 1 # Comments: 0
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helppeer.ai
一句话看懂helppeer.ai的LLM接口规范，适合开发者快速接入AI消息服务。
Article URL: https://helppeer.ai/llms.txt Comments URL: https://news.ycombinator.com/item?id=49254429 Points: 1 # Comments: 0
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OSINT prompts for ChatGPT and Claude: the circular-reporting screen analysts use, in full
用提示词让AI画出引用链，一眼看穿五个来源坍缩成一个的循环报道。
Five sources report the same detail, so you write it up as confirmed. Then you look closer. Two of them cite the third. The third cites a post that ha…
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Show HN: AI Assistant that verifies its own sources
问问题就能从2亿+真实论文中提取答案，自动过滤伪造来源，学术研究必备AI助手。
Article URL: https://cochat.ai/ Comments URL: https://news.ycombinator.com/item?id=49201886 Points: 3 # Comments: 0
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Show HN: Reduck GEO, open source Skill to measure and optimize Claude citations
想让网站被Claude引用？开源工具直接查看搜索来源并优化曝光，还能批量抓取SaaS发票。
Article URL: https://github.com/reduck-ai/agents/tree/main Comments URL: https://news.ycombinator.com/item?id=49199192 Points: 1 # Comments: 0
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上线仅 1 周，微软撤回 M365 Copilot 的“AI 引用黑名单”功能
IT之家 8 月 6 日消息，科技媒体 NeoWin 昨日（8 月 5 日）发布博文，报道称仅上线 1 周时间（7 月 29 日上线）， 微软撤回适用于 Microsoft 365 Copilot 的“域名排除”（Domain Exclusion）功能。 IT之家援引博文介绍，“域名排除”是面向 I…
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Rust project goals: Immobile types and guaranteed destructors
Rust新目标：引入不可移动类型保证析构函数，解决async自引用痛点，安全与性能兼得。
Article URL: https://github.com/rust-lang/rust-project-goals/blob/main/src/2026/move-trait.md Comments URL: https://news.ycombinator.com/item?id=49152…
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Your robots.txt decides whether ChatGPT can cite you. Here's the 5-minute check.
5分钟自查robots.txt，别让AI抓取规则悄悄挡掉ChatGPT的引用机会。
More and more answers reach your readers through ChatGPT, Claude and Perplexity instead of a blue link. Whether those answers can ever cite you is dec…
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What actually got our articles cited by ChatGPT (and what didn't)
揭秘能让文章被ChatGPT引用的关键：标题要回答真实问题，而非泛泛而谈。
A few weeks ago I found out our site had a table of contents that rendered for absolutely nobody. The code was there. The CSS was there. It had been s…
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Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis
现有AI科学文献系统缺乏对引用检查自身可靠性的验证，本文提出评估与守护方法。
arXiv:2607.20527v1 Announce Type: new Abstract: Agentic LLM systems such as OpenScholar and PaperQA2 read the scientific literature and return cited a…
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HALLMARK: Diagnosing Three Failure Modes in LLM Citation Verifiers
LLM引用验证器存在三类系统故障，HALLMARK通过神经清洗实测揭示其根源，学术写作防伪再添利器
arXiv:2607.18360v1 Announce Type: cross Abstract: Large language models (LLMs) now routinely draft literature reviews and assist with academic writing…
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Show HN: MindBase – an LLM that maintains a wiki from your notes and papers
用LLM自动从笔记和论文中生成并维护一个智能Wiki，实现交叉引用与自知之明，来自Andrej Karpathy的理念实践。
Article URL: https://github.com/frankchu91/mindbase Comments URL: https://news.ycombinator.com/item?id=49001892 Points: 1 # Comments: 0
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Show HN: PilotCite – Get your brand cited by ChatGPT, Gemini, and more
一款帮你监测品牌在ChatGPT、Gemini等AI回答中被引用情况的工具，12周内提升78%引用率。
Article URL: https://www.pilotcite.com Comments URL: https://news.ycombinator.com/item?id=48965687 Points: 4 # Comments: 0