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9月22日

星期二,1 条
  1. Gemini Notebook 推出交互式学习概览

    发布还在继续!用交互式学习概览提升你的学习体验——现已向所有用户开放!📓✨ 在报告功能下,将来源摘要与工作室产物无缝整合为一个交互式中心。非常适合学习,或一站式深入探索新主题。

    Gemini Notebook可用产品未入选重要性 38

9月21日

星期一,2 条
  1. 博士生如何用 SciSpace 在提交前审查学位论文

    博士生 Arthur Wittenburg 用 SciSpace 在提交前审查已写好的学位论文,先以熟悉的文献综述测试,自评约 80–85% 的相关文献被识别,并称输出结构优于自己以往做法。SciSpace 将论文评估分为方法论、文献与整体三个视角,他把评估 PDF 分享给约 30–35 人的博士同侪。最受控的用法是接入 Zotero 库并限定只用库内来源,核查理论部分对文献与引文的解读是否一致。

    SciSpace官方可用产品未入选重要性 42
  2. ScholarStack:面向科学智能体的分层研究资产编排与跨任务复用框架

    ScholarSeed AI Team 在 arXiv 发布预印本,提出 ScholarStack 分层研究资产框架,把论文集合编译为三层可复用、带版本与溯源信息的资产:L1 源文献事实、L2 领域组织、L3 跨论文限定范围综述,并通过统一访问接口按任务返回所需证据粒度的知识视图。

    arXiv 科研构思与自主科研代理预印本未入选重要性 60

9月18日

星期五,1 条
  1. Gemini Notebook 相机功能助力实地科研

    播客好友 @stevenbjohnson 展示了他最喜欢的一项 Notebook 移动应用用法 🤯

    引用Steven Johnson@stevenbjohnson

    The camera feature in the @Gemini_Notebook mobile app is so transformative for on-the-go research. I was up in the Sierras working on a new project, and I just took photos of everything, like this museum display. Then I asked for a detailed report of all the info in the image. The text below is what I got back. (I fact-checked it myself and it was 99% accurate -- and some of the text it transcribed is so blurry in the image that it was hard for me to read it.) Next step is to generate documents like this for all the photos I took, and then ask Notebook to highlight all the information that adds something new to the existing knowledge base of sources I've already collected, or is particularly relevant to my latest writing and outline for the project. Truly magical. Mariposa Museum Exhibit Reference: Mariposa in 1859 & Gold Rush Era This reference document consolidates all text, photographic captions, historical statistics, newspaper clippings, and exhibit overlays displayed on the Mariposa Museum exhibit panel regarding Mariposa during and after the Gold Rush. 1. Exhibit Overview & Key Headlines Main Title: "THIS WAS MARIPOSA IN 1859 – ONLY 10 YEARS AFTER THE GOLD RUSH BEGAN." Historical Context Sub-headline: "PORTIONS OF THE TOWN HAD BEEN REBUILT AFTER THE FIRE OF 1858.. & PARTS OF IT WERE DOOMED TO BE DESTROYED IN 1866" Display Overview: The exhibit centers on a large 1850s panoramic photograph of Mariposa, annotated with street names, landmark locations, and population statistics, flanked by contemporary hotel advertisements, fire reports, medical artifacts, and photographs of civic buildings. 2. Demographic & Real Estate Statistics (1850s vs. Present) MetricHistorical Value (1850s Gold Rush Peak)Modern Value Town Population~3,000 residents~1,800 estimated Entire Mariposa Diggings Area~15,000 residents— Commercial Establishments15 to 20 stores & saloons, plus hotels— Town Lot Prices00 to 00 per lot— 3. Background Photograph & Civic Infrastructure Background Photo Date: Taken in the 1850s, capturing the rapid growth of the settlement following the initial gold strike. 1854 Mariposa County Courthouse: Shown in the background panorama prior to the construction of its iconic clock tower. A separate framed photograph depicts the completed white wood-frame courthouse with a white picket fence and clock tower. Clock Tower History: The clock mechanism was imported from England and is an 8-day, manually wound instrument. It remains operational today, maintained by the Mariposa Public Works Department. Annotated Overlay Locations on Panorama: 1854 Courthouse: Located at the upper edge of town on Jones Street. Jones Street & Bullion Street: Upper residential and civic thoroughfares. Charles Street (Main Street): Primary commercial artery running through the center of the valley floor. Schlageter Hotel Site: Positioned along Main Street. Mariposa Creek: Flowing along the foreground basin of the town diggings. 4. The Fire of 1866: Mariposa's Second Great Conflagration Below is the complete transcript of the Mariposa Gazette report featured on the panel regarding the disaster of August 25, 1866 (following the earlier destructive fire of 1858): Article Text: "FIRE! MARIPOSA'S SECOND GREAT FIRE" A few minutes after 6 p.m. on Saturday, August 25, 1866 Mariposa was again ruined by a disastrous fire (first in 1858). According to the Gazette (the building was damaged but not destroyed), the fire was believed to have started when "a recently imported printer stepped inside the Free Press office and lighted a cigar. The match had evidently been dropped carelessly amongst the papers on the floor. The Free Press office was located near the corner of Main and 7th Streets and by ten minutes the fire had spread through two blocks. The fire crossed Main Street to the Odd Fellows building and the Methodist Church and soon the buildings on the block between 6th and 7th Streets were burning like so much chaff." Seven full blocks, except for four fire-proof buildings, were totally destroyed. "In one hour about 60 buildings and 77,000 worth of property were destroyed." By early Monday morning the men were clearing away debris and by press time the following Saturday, the Gazette reported that several temporary business structures had already been erected and were open for business. Inventory of Buildings Destroyed in the 1866 Fire: Residential & Civic: 14 Dwellings, 1 Church, 1 Odd Fellows and Masons Hall. Media & Printing: 1 Newspaper Office (Free Press), 1 Newspaper Depot. Hospitality & Retail: 3 Hotels, 5 Retail Stores, 1 Saddlery Shop, 9 Liquor Saloons (several equipped with billiard tables). Services & Trades: 2 Livery Stables, 3 Law Offices, 1 Drug Store, 3 Blacksmith Shops, 2 Carpenter Shops, 2 Shoemaker Shops, 1 Tailor Shop, 2 Butchering Establishments. Outbuildings: Numerous outhouses, private stables, and auxiliary structures. 5. Commercial Hotels & Lodging Gallison Hotel (1887 Advertisement) Location: Main Street, Mariposa (center of business district, opposite Odd Fellows' Hall). Proprietor: Winslow Gallison. Management: Mrs. Gallison individually superintended all internal departments of the hotel. Amenities: Newly furnished rooms, first-class table dining. Mariposa Hotel (1887 Card) Location: Corner of Main and Fifth Streets. Proprietor: Charles A. Schlageter. Target Market: Accommodated general travelers as well as Yosemite tourists on short notice. Amenities: Family rooms, well-lighted parlors, good table, and bath facilities. The Schlageter Hotel Date Built: Built in the 1850s. Architecture: Prominent two-story wooden structure featuring full upper and lower covered verandas. 6. Medical Artifacts & 19th-Century Therapeutics Old Mariposa Hospital A framed historical photograph depicts a two-story wood-frame hospital building with a prominent front porch and side wing (annotated "from Chic Allingham"). Dr. D. Jayne's Family Medicines (1880 Display Broadside) 1. Jayne's Specific for Tape-Worm Diagnosis: Describes tapeworm infections as widespread, noting that discharging white or yellowish segments ("resembling gourd seeds") is the only positive diagnostic proof. Pricing & Ordering: .00 per dose, shipped nationwide via mail from 242 Chestnut Street, Philadelphia. Usage Instructions: Dissolve powder in a pint of boiling water, drink in three equal hourly doses on an empty stomach. Follow with Cathartic medicines if bowels do not operate in three hours. 2. Dr. D. Jayne's Sanative Pills Formulation: Concentrated, sugar-coated pills. Sold in 50-pill boxes (-bash.25) or 15-pill specimen packets (-bash.10). Prescribed Ailments: Advertised for liver complaints, gout, jaundice, dyspepsia, rheumatism, kidney affections, fevers, nervousness, skin diseases, melancholy, sick headache, and costiveness (constipation). 3. Exhibit Commentary Note A small museum card mounted below the broadside reads: "A man advertises for 'a competent person to undertake the sale of a new medicine' and adds innocently 'It will prove profitable to the undertaker.'"

    Gemini Notebook可用产品未入选重要性 30

9月17日

星期四,3 条
  1. Elicit 将 Library 升级为共享研究枢纽,Research Agent 可检索并保存文献到共享集合

    Elicit 将 Library 升级为共享研究枢纽,让研究者和 AI 智能体基于同一批证据工作。Research Agent 可检索个人与共享集合中的论文、在回答中引用这些来源,并按要求把新论文直接保存到指定集合,例如把 7 篇论文存入某个集合。

    入选理由Elicit 把个人文献库升级为团队共享证据库,研究者可据此判断团队文献管理方式是否需要调整。

    Elicit官方证据待确认重要性 60

9月14日

星期一,1 条
  1. Consensus 将文献检索接入 ChatGPT、Claude 与 Copilot

    Consensus 宣布把覆盖 220M+ 同行评审论文与预印本的检索能力接入 ChatGPT 和 Claude 的应用目录,用户可在对话中直接获取可打开、可按研究类型或期刊质量筛选并引用的论文,免费起步,只需 Consensus 账号。

    入选理由Consensus 把文献检索接入 ChatGPT、Claude 和 Copilot,研究者可在原有对话与写作流程中直接调取论文并查看出处。

    Consensus官方证据待确认重要性 69

9月9日

星期三,2 条
  1. Consensus 夏季更新:研究智能体、4 亿文献库与引用溯源上线

    Consensus 发布夏季更新,将产品从搜索引擎扩展为可规划并执行多步研究任务的工作区,支持语义检索、论文检索、DOI 查询和引用图谱遍历,并展示每一步的完整执行轨迹。

    入选理由Consensus 把检索、引用溯源和文献管理整合进同一工作区,研究者可据此判断它能否替代现有的文献检索与筛选流程。

    Consensus官方证据待确认重要性 72
  2. Scite MCP 新增 citation_graph 引文图谱工具

    Scite MCP 新增 citation_graph 工具,让 ChatGPT、Claude 等 AI 智能体从一篇论文出发,向前追溯其参考文献、向后查找引用它的后续研究,并支持跨多篇论文分析共同引用、共被引和文献耦合。

    入选理由Scite 把引文关系接入 AI 智能体,研究者可让智能体沿引用链前后追溯文献,而不只依赖关键词检索。

    Scite 产品更新官方证据待确认重要性 62

9月5日

星期六,1 条

9月3日

星期四,1 条
  1. Elicit 称在 BioASQ 基准上检索表现高于各网页搜索引擎

    Elicit 表示,在 BioASQ 基准上对比 Elicit 与多个网页搜索引擎,Elicit 得分最高,检索到的论文数量多于其他参与对比的系统。该结果来自 Elicit 自行开展的对比,详情见其博客 https://elicit.com/blog/comparing-elicit-to-web-search-apis。

    引用Pradyumna 🇸🇬@PradyuPrasad

    We compared Elicit on BioASQ to various web search engines. Elicit scored the highest amongst all of them, retrieving the most papers on the benchmark compared to any other. See our blog post in the next tweet

    Elicit厂商自述未入选重要性 55

9月2日

星期三,1 条
  1. Elicit 推出 Collaborative Sessions,多名研究者可共用同一 AI 智能体

    Elicit 推出 Collaborative Sessions,多名研究者可围绕同一 AI 智能体和共享上下文协作,队友能在产出物上评论、直接请求修改、自行与智能体交互,或另开侧线程探索问题而不打断主流程。该功能现面向 Scale 和 Enterprise 机构开放,官方称工作全程保留完整历史记录。

    Elicit可用产品未入选重要性 58

9月1日

星期二,2 条
  1. Elicit 推出 Skills,把团队研究经验固化为可复用流程

    Elicit 推出 Skills 功能,团队可把选源标准、评估准则和产出要求固化为可重复使用的研究流程,用于生成科学报告或方案、按团队标准评估证据、统一接入可信数据源。Elicit 还内置了基于行业最佳实践的预置 Skills,覆盖证据综合、领域概览、安全性、策略、研究设计、写作和审稿,团队也可自建。Skills 面向 Pro 及以上订阅用户开放。

    Elicit可用产品未入选重要性 62
  2. Scite 发布 2026 年 8 月更新:一键接入 ChatGPT 与 Claude,支持 Zotero 群组库导入

    Scite 发布 2026 年 8 月更新,用户可通过一键操作把 Scite 接入 ChatGPT 或 Claude,无需手动配置服务器 URL,接入后为 AI 助手提供引用语境与文献证据;其他兼容 MCP 的工具也提供了配置指南和技术说明。

    入选理由Scite 把引用语境接入 ChatGPT 和 Claude,并支持导入 Zotero 群组库,研究者可据此判断它能否嵌入现有文献工作流。

    Scite 产品更新官方证据待确认重要性 62

8月31日

星期一,2 条

8月26日

星期三,2 条
  1. Google Scholar 推出 Quick Read,按提问呈现论文要点

    Google Scholar 推出 Scholar Quick Read,在 Scholar Labs 和 Scholar 搜索结果中为深入讨论用户问题的论文提供 Quick read 链接,点击后可看到针对该提问的简短呈现,包含概览以及 Answers、Approach、Considerations 三个部分。

    入选理由Google Scholar 把论文按用户提问拆成答案、方法与注意事项三部分,研究者可据此判断能否减少逐篇通读的时间。

    Google Scholar Blog官方证据待确认重要性 65
  2. Elicit 研究智能体直播回放上线

    Elicit 发布直播回放“Using Elicit to Make More Rigorous Decisions”,由 Elicit Research Agent 产品负责人 Kadir Annamalai 演示多步骤工作流。演示涵盖整合论文与临床试验之外的多元证据、处理复杂且相互冲突的发现、以方法和引用保持过程透明,以及产出可执行的交付物。

    Elicit可用产品未入选重要性 30

8月22日

星期六,1 条

8月14日

星期五,1 条

8月12日

星期三,2 条
  1. FutureHouse PaperQA v2026.08.12 发布

    FutureHouse PaperQA 发布 v2026.08.12,为原始 nemotron-parse 输出新增 NemotronParseBBox.to_original_coordinates,并修复 PyMuPDF 类型问题、清理 evidence-summary JSON 系统提示中的重复“words”。

    FutureHouse PaperQA 发布记录官方开放代码未入选重要性 12
  2. Digital Science 推出 Dimensions 与 Altmetric MCP,让 AI 智能体返回可验证可引用结果

    Digital Science 发布 Dimensions Semantic Search MCP、Dimensions Analytics MCP 和 Altmetric MCP,通过 Model Context Protocol 把 LLM 连接到结构化科研数据,返回带完整出处的可验证、可引用结果。

    入选理由Digital Science 把 Dimensions 与 Altmetric 的数据接入 MCP,研究者可用自然语言查询并拿到带出处的可引用结果。

    Digital Science官方证据待确认重要性 60

8月11日

星期二,1 条
  1. Aaron Tay:不要让大语言模型头脑风暴关键词,应让它直接检索

    图书馆员 Aaron Tay 在 Substack 发文提出,面向研究者和图书馆员的常见建议——只用大语言模型头脑风暴检索词、再由人自己去数据库执行——应当反过来:先用 Undermind、Elicit、Consensus、Scite Assistant 或前沿聊天机器人的 deep research 模式等 AI 检索工具真正检索并阅读论文,之后再从已找到的文献中收集关键词。

    Aaron Tay · Musings about Librarianship证据待确认未入选重要性 60

8月7日

星期五,1 条

8月4日

星期二,1 条

7月30日

星期四,1 条

7月18日

星期六,1 条

7月17日

星期五,1 条

7月15日

星期三,1 条
  1. Elicit 推出 API 与 MCP 服务器,开放检索、报告和系统综述三项能力

    Elicit 发布 API 和 MCP 服务器,把检索、报告和系统综述三项能力开放给外部调用,Pro 及以上订阅用户今天即可使用。

    入选理由Elicit 把检索、筛选、提取和系统综述拆成可编程调用的接口,研究者可据此把证据综合接入自建流程。

    Elicit 产品功能更新官方可用产品重要性 78