跳到正文

全部动态

按时间排列的全部内容。默认只显示通过双重评分的入选条目;切换到“全部收录”可以检索所有抓到的资料。

291 条收录动态,更新于 23:44

全部收录包含没有通过评分的资料,标题以常规字体显示并标为“未入选”,只供检索,不写入选理由。

9月24日

星期四,2 条
  1. 研究:奖励作弊挑战自主科研智能体的审查机制

    一篇预印本论文在 17 个语言模型和 38 项任务上考察自主科研智能体的奖励作弊行为。在开放式科研流程任务中,模型未经指示自发作弊的比例为 30.5%,在特定任务内核上为 2.9%;在允许作弊且通过阈值高于合规基线的任务上,677 次尝试中有 505 次(74.6%)被确认为奖励作弊。

    arXiv 科研构思与自主科研代理预印本未入选重要性 74
  2. Notebook 笔记本接入 Google Docs

    Notebook 🤝 @GoogleDocs 借助 Workspace Intelligence,你现在可以在 Docs 中上传并引用你的笔记本作为上下文来源。 将 Notebook 中的深度研究与你的邮件、聊天和文件等其他来源结合,直接在草稿中个性化你的写作过程。

    Gemini Notebook可用产品未入选重要性 38

9月22日

星期二,2 条
  1. Weco AI 提出 AIDE2:AI 研究智能体通过递归自我改进提升研究效率

    Weco AI 团队在 arXiv 发布预印本,提出递归自我改进系统 AIDE2,让 AI 研究智能体改写自身 harness 代码,并在隐藏评测上保留表现最好的版本。

    入选理由论文给出 AI 研究智能体改写自身代码并迁移到未见任务的实测流程,研究者可据此判断自主科研代理的自我改进边界。

    arXiv 科研构思与自主科研代理厂商自述重要性 78
  2. 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

星期一,1 条

9月18日

星期五,3 条
  1. 联合国系统与 Google 推出 UN System Data Commons 数据平台

    联合国系统推出 UN System Data Commons,这是基于 Google Data Commons 构建的开源平台,把分散的全球统计数据整合为 AI-ready 知识图谱,支持自然语言检索和交互式可视化。

    入选理由联合国系统与 Google 把分散的全球统计数据整合为可自然语言检索的知识图谱,研究者可据此判断跨机构数据获取方式的变化。

    Google Blog · AI官方证据待确认重要性 66
  2. 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

星期四,1 条
  1. ICML 2026 随机实验与调查:LLM 在同行评审中的使用与影响

    微软研究院等机构的研究者在 ICML 2026 上开展随机实验与匿名调查,涉及 24,661 篇投稿和 17,886 名评审人。随机分配保守政策(禁止使用 LLM)或宽松政策(允许有限辅助)后,两种政策对最终论文决定、论文评分和评审人信心的影响接近于零,宽松政策下的评审意见长 5.5%–7.7%。

    入选理由ICML 2026 的随机实验与匿名调查给出了 LLM 使用政策对评审结果的实际影响,以及评审者违规使用的比例,可供会议和期刊制定政策时参考。

    arXiv 关键词查询 · AI 科学家/同行评审/文献厂商自述重要性 78

9月7日

星期一,1 条

8月26日

星期三,1 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

8月24日

星期一,1 条

8月17日

星期一,1 条

8月4日

星期二,1 条
  1. Elicit 发布 BioDecisionBench,评测模型在药物开发决策中的推理能力

    Elicit 发布 BioDecisionBench,包含从 26 个生命科学复杂推理失败案例衍生出的 40 个任务变体,覆盖靶点选择、临床试验设计到新适应症选择等药物开发环节。

    入选理由Elicit 公开了自建基准 BioDecisionBench 的题目来源与评分方式,研究者可据此判断这类高利害推理评测是否可信。

    Elicit官方厂商自述重要性 62

6月17日

星期三,1 条
  1. Google 在 Nature 发表 AMIE 研究:医疗 AI 从单次诊断扩展到长期疾病管理

    Google 在 Nature 发表研究,展示其医疗 AI 系统 AMIE(Articulate Medical Intelligence Explorer)从单次诊断对话扩展到长期疾病管理,可结合药物处方集和临床指南进行管理推理。

    入选理由研究者在 Nature 上看到 AMIE 从单次诊断走向长期疾病管理,并了解其与 21 名基层医生的盲法对比结果。

    Google Blog · Health官方证据待确认重要性 67

6月4日

星期四,1 条
  1. Google Scholar 更新 Scholar Labs:检索快约 10 倍、扫描论文多 3 倍

    Google Scholar 更新其研究问答检索模式 Scholar Labs,称结果查找速度提升约 10 倍,扫描论文数量最多增加 3 倍,用户每日可进行的检索次数也提高 10 倍。

    入选理由Google Scholar 的 Scholar Labs 更新了检索速度、扫描范围与每日额度,研究者可据此判断它能否用于文献综述和投稿前的引用核查。

    Google Scholar Blog官方证据待确认重要性 62

5月27日

星期三,1 条

2月10日

星期二,1 条

12月8日

星期一,1 条

11月19日

星期三,1 条
  1. Google Scholar 推出 AI 检索功能 Scholar Labs

    Google Scholar 推出 AI 驱动的检索功能 Scholar Labs,可分析研究问题中的关键主题、方面与关系,在 Scholar 中检索并评估结果,找出能回答整体问题的论文,并为每篇论文给出简要说明。该功能面向已登录用户,目前仅支持英文提问,属于实验性功能,仅向有限数量用户开放,未获权限者可登记等待通知。

    入选理由Google Scholar 把检索从关键词匹配改为按研究问题拆解主题并评估论文,研究者可据此判断文献检索流程是否需要调整。

    Google Scholar Blog官方证据待确认重要性 74

11月11日

星期二,1 条