如何用AI工具自动生成企业年度经营分析报告 一、数据准备与清洗 通用型工具 GPT-3/4：适合撰写分析性文字，输入"2024年市场扩张策略效果评估"等指令，生成逻辑清晰的论述段 落 DeepSeek：支持数据建模与预测，例如基于历史数据构建线性回归模型预测未来三年营收趋势 垂直领域工具 Quill：专为财务报告设计，可自动生成投资分析、成本效益评估等模块 奥威BI+AI助手：通过Excel数据一键生成可视化图表，支持用户提问式数据探索 多源数据整合 从ERP、CRM、财务系统等平台自动抓取经营数据，利用AI工具（如数商云系统6）完成数据清洗，识 别异常值、重复项并标准化格式。例如，通过WPS Office的PDF转Excel功能9或秘塔AI的文档检索9， 快速提取结构化数据。 关键指标筛选 确定核心分析维度（如营收增长率、毛利率、现金流净额等），使用AI工具自动生成指标对比表。例 如，Kimi模型可处理长篇PDF财报，提取同比/环比数据 二、AI工具选择与配置 模板化生成 上传清洗后的数据文件，选择预设模板（如"财务分析""市场趋势"），AI将自动生成包含文字、图表的 初稿。例如，必归AI工具支持一键生成市 ...

Core Insights - Nokia has launched a new 25G PON high-density line card aimed at delivering mass market, multi-gig residential broadband services, enhancing the premium broadband experience for users [1][8] - The new solution supports various PON technology options, allowing operators to provide true 10Gb/s broadband services cost-effectively [1][8] - The demand for multi-gigabit services is increasing as operators seek to offer differentiated services that can handle high-peak traffic and improve customer experiences [2][4] Company Developments - The 16-port line card utilizes Nokia's Quillion chipset and supports multiple PON variants, providing operators with flexibility to adapt to market demands [1][8] - Nokia's 25G PON technology is currently being utilized by 20 operators, including Google Fiber and Hong Kong Broadband, to meet the growing demand for faster broadband speeds [5] - The new line card is designed to be paired with Nokia's fiber modems, creating a comprehensive, future-proof solution for both residential and enterprise service deployments [5][8] Industry Trends - The shift towards multi-gigabit connectivity is driven by end-users' needs for high-speed upstream and downstream access for activities such as cloud computing, gaming, and remote work [2][4] - Service providers are focusing on delivering the highest speeds with low latency and jitter to differentiate themselves in competitive broadband markets [4][6] - The ability to upgrade seamlessly from GPON to XGS-PON and now to 25G PON is crucial for service providers to maintain a competitive edge and meet evolving customer needs [6][8]

Press ReleaseNokia accelerates mass market multi-Gig broadband with new high-density 25G PON line card The new 16-port line card solution is optimized for mass market 25G PON, ensuring multi-gigabit can be delivered in a cost-effective way to everyone without compromise.Nokia’s 25G PON line card, based on the Quillion chipset, supports GPON, XGS, and 25G PON, providing flexible upgrade options that can future-proof fiber access networks. 25G PON is the fastest, greenest and most cost-effective way to deliv ...

Core Insights - Biostate AI has successfully completed a $12 million Series A funding round led by Accel, with participation from several notable investors [1][2][13] - The company aims to make RNA sequencing services more affordable and integrated for precision medicine, focusing on molecular research in the US [2][3] Company Overview - Founded by David Zhang and Ashwin Gopinath, Biostate AI is based on the principle that the entire RNA transcriptome is an underutilized biomarker for human health [5][17] - The company has patented technologies that significantly reduce the cost of RNA sequencing, allowing for the simultaneous processing of multiple samples [14][17] Technology and Innovation - Biostate AI is addressing key limitations in conventional RNA sequencing, including high costs, data aggregation challenges, and vendor siloing [7][8] - The company utilizes a combination of biochemical innovations and generative AI tools to enhance RNA sequencing capabilities [8][11] - Their proprietary BIRT technology and PERD methodology enable cost-effective and high-quality RNA sequencing from various tissue samples [14] Market Position and Growth - Since its commercialization, Biostate AI has processed RNA sequencing on over 10,000 samples from more than 150 collaborators and customers [15] - The company has secured agreements to process several hundred thousand unlabeled samples annually, contributing to rapid dataset growth [15] Future Directions - Biostate AI plans to expand collaborations in oncology, autoimmune diseases, and cardiovascular diseases, leveraging its AI models for better treatment decisions [12][17] - The company envisions a future where AI can generalize across diseases, enhancing diagnostics and therapeutics [12]

以下文章来源于硅星人Pro ，作者周一笑 硅星人Pro . 本文来自微信公众号： 硅星人Pro （ID：gh_c0bb185caa8d） ，作者：周一笑，原文标题：《"一眼AI"越来越难了，这有一份AI鉴定指南送给你》， 题图来自：AI生成 硅（Si）是创造未来的基础，欢迎来到这个星球。 先来看一张图。如果AI接到指令，要画一张梅西、C罗和内马尔在夜晚火锅店里的随手自拍快照，它可能会生成这样一张图片： 是不是感觉挺真实的？如果不是最近刷到了太多这类风格的图片，你可能还真信了。这就是我们身处的现实，AI生成的内容正以前所未有的速度和逼 真度充斥着我们的数字生活，从图片到文字再到视频，真假界限日益模糊。 据统计，AI每天能创作数千万张图片，短短一年多生成的图片量就可能超过人类摄影师一个半世纪的总和。这种"以假乱真"的能力也是有代价，比如 AI被用来编造某地学校着火的假新闻： 被用来虚构"非遗传承人"来推销产品： 甚至某些荐股论坛用AI生成的内容，被海外社交媒体当做了真实的信源进行传播： 那么，面对AI如此强大"创作力"，普通人还有办法分辨真伪吗？硅星人围绕文字、图片、视频这三种内容形式，梳理了一些技巧，希望人人都 ...

以下文章来源于半颗糖自习室 ，作者Jiali Yang 半颗糖自习室 . "自己"这个东西是看不见的，撞上一些别的什么，反弹回来，才会了解"自己"。 在人工智能时代，Programmatic SEO (PSEO) 成为了许多网站的重要流量获取策略。然而，根据Sistrix最新发布的2024年美国Google SEO 赢家 和 输家 报 告显示， 采用PSEO策略的网站却呈现出截然不同的命运：有的网站流量暴涨10倍，有的则遭遇断崖式下跌。 本文将通过深入分析几个典型案例，来与 大家一同探讨PSEO策略的不同实施方式，成功与失败背后的关键因素，如何规避潜在风险以及PSEO的最佳实践。 Programmatic SEO：程序化 SEO，是一种利用自动化技术和数据分析来优化网站内容和提升搜索引擎排名的策略。 TLDR： Founder Park 正在搭建开发者社群，邀请积极尝试、测试新模型、新技术的开发者、创业者们加入，请扫码详细填写你的产品/项目信息，通过审核 后工作人员会拉你入群～ 如果PSEO被用在对 其他网站内容的抓取和拼合上 ，那即便是在此基础上提供了有价值的信息，也很容易被惩罚，不仅仅针对新站，老站，甚至 ...