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AI Practical Use #3#: Let AI help you with Excel data analysis. AI 实用玩法第 3 个： 让 AI 帮你做 Excel 数据分析。 Here is a very common office situation: You have an Excel file with sales data, costs, profit, regions, products, and dates. Normally, you may spend 2 hours writing formulas, checking data, making summaries, and building charts. But with AI, you can finish the first draft in about 10 minutes. 一个很常见的办公场景： 你手里有一份 Excel 数据， 里面有销售额、成本、利润、区域、产品、日期。 以前你可能要花 2 小时： 写公式、查数据、做汇总、看趋势、做图表。 现在可以先交给 AI， 10 分钟生成初步分析结果。 You don’t need to manually type every complex formula. Let AI help you: Build formulas Summarize key findings Find abnormal data Compare trends Suggest chart formats Create a report structure 你不需要自己一个个输入复杂函数。 可以让 AI 帮你： 生成公式 总结关键结论 找出异常数据 对比趋势变化 建议图表形式 生成汇报框架 Here is a simple prompt: 这里有一个简单提示词： Please analyze this Excel data. Help me build the right formulas, summarize the key findings, find possible errors or abnormal values, and suggest the best chart or report format. I will review and verify the final results. 中文版本： 请分析这份 Excel 数据。 帮我生成合适的公式，总结关键结论，找出可能的错误或异常值，并建议最适合的图表或汇报格式。 最终结果由我来审核确认。 The key idea is simple: AI does the heavy first draft. You review the logic and final result. 核心思路很简单： AI 负责先把复杂工作做出来， 你负责审核逻辑和最终结果。 Before: 2 hours manually writing formulas. After: 10 minutes with AI assistance. 以前： 手动写公式、做分析，可能要 2 小时。 现在： 借助 AI，10 分钟先完成初稿。 AI is not here to replace your judgment. It helps you save time on repetitive work, so you can focus on checking, thinking, and making better decisions. AI 不是替代你的判断力。 它是帮你节省重复劳动的时间， 让你把精力放在审核、思考和决策上。 Let AI write the formulas. You review the results. 让 AI 写公式， 你负责审核结果。 That is a smarter way to work. 这才是更聪明的办公方式。 #ChatGPT# #AI# #AITools# #Excel# #ExcelTips# #DataAnalysis# #Productivity# #WorkSmarter# #OfficeWork# #BusinessTools# #Automation# #DigitalTools# #TechTips# #FutureOfWork# #PromptEngineering#

一、发现竞品的途径 1. G2 软件类产品的对比榜单、用户评分和功能拆解。 2. Product hunt 每日新产品发布，尤其适合发现初创和创新型竞品。 3. Capterra 聚焦企业软件，适合 B2B 竞品调研。 4. Betalist 展示和推广全球早期初创产品的平台，让创业者获得第一批用户和反馈。 5. Techcrunch 专注科技与创业领域的全球知名媒体，报道新创公司、投融资与趋势。 6. AITools 收录和推荐各种 AI 工具的网站，帮助用户发现合适的 AI 应用。 7. AI library 一个集合 AI 资源和工具的库，方便快速检索和学习。 8. SaaS AI Tools 专注 SaaS 场景下的 AI 工具目录，方便企业用户筛选使用。 9. aitools directory 系统化整理 AI 工具的网站，按功能和行业分类。 10. Crunchbase 全球最大的新创公司数据库，提供公司、投融资、创始团队等信息。 11. The SaaS Report 关注 SaaS 行业新闻、分析和榜单的媒体，现已更名为 The Software Report。 12. AIDB 和朋友维护着的一个 AI 产品流量榜 13. Reddit 相关主题社区如 r/Productivity、r/SaaS，有真实用户反馈。 14. LinkedIn 行业动态、专业人士的观点。 15. Mobbin 有各种设计不错的产品的界面分享 16. 订阅竞品的 release notes / blog / newsletter 邮件订阅竞品的 Newsletter 17. App Store、Google Play 输入关键词（如"AI presentation tool"、"团队协作工具"），找到同类产品。 18. Google/ChatGPT 搜索引擎搜索比如 “2025 AI tools ”。 二、分析竞品的途径 1. Gartner、Forrester 报告：偏大型企业软件趋势。 2. SimilarWeb（ 3. App Annie / 4. Crunchbase（ 5. BuiltWith（ 6. Google Trends ( 7. Latka（ 网站通过收集和整理全球SaaS（软件即服务）公司的详细数据，包括收入、增长率、团队规模、盈利情况等，帮助用户快速发现、分析和比较各类SaaS企业。平台的核心特色是基于创始人亲自访谈获得的一手信息，支持按行业、地区、收入等多维度筛选，适合产品经理、投资人、创业者等深入研究SaaS市场和趋势。 8. 国内一些咨询报告机构（艾瑞、腾讯研究院、阿里研究院、CBNData、易观分析、每日报告、知乎…）

10 Best AI Coding Tools 🧑‍💻 1. Cursor 🔗： 2. V0 🔗： 3. Marscode 🔗： 4. Tabnine 🔗： 5. Trae 🔗： 6. Cody 🔗： 7. Bolt 🔗： 8. Copilot 🔗： 9. Zencoder 🔗： 10. Replit 🔗： #AItools# #十佳AI代码编辑器#

The teams winning right now quietly do this: They don't use AI tools. They build AI teams. A lead agent that delegates to specialists — email, pipeline, reports. All running 24/7. They just give the brief.

Secret AI tools that 99% Don't know 1. — Paraphrasing tool 2. — AI presentations 3. — Homework help 4. — AI answers 5. — Humanized writing 6. — Page summaries 7. — Lecture notes 8. — PDF insights 9. — Citations 10. — Research assistant 11. — STEM solver {Bookmark and Retweet now and Thanks Yourself later 🔖} Follow for more latest AI updates...

Microsoft canceled internal cloud code licenses. The token bill became untenable. Per Matt Turck (@mattturck) on The MAD Podcast. This is now the number one or two concern for enterprise AI leads, per Aaron Levie's (@levie) conversations with 200 CIOs this year. The mechanism: AI tools that launched on flat subscriptions - Cursor, internal Microsoft code tools - repriced to per-token billing. Enterprises built budgets for the old model. The new model hit them mid-deployment. This pressure compounds as models get more capable. It does not resolve. What the token cost shock means for enterprise SaaS positions: Source: The MAD Podcast with Matt Turck -

🚨 BREAKING: On Lex Fridman's podcast Jensen Huang declared the exact moment when we achieved AGI. You can stop guessing when AGI gets here. CEO of Nvidia Jensen Huang gave Lex Fridman a four-word answer. "I think it's now," "I think we've achieved AGI. We've achieved AGI when an AI can build a billion-dollar app then immediately die." "You said a billion, and you didn't say forever." "It is not out of the question that a Claw was able to create a web service, some interesting little app that all of a sudden, a few billion people used for 50 cents, and then it went out of business again shortly after." "We saw a whole bunch of those type of companies during the internet era, and most of those websites were not anything more sophisticated than what OpenClaw could generate today." "It's happening right now," Huang says. "When you go to China you're gonna see a whole bunch of people teaching their Claws to go out and look for jobs and do work, make money." The AGI you've been waiting for is already getting hired. It's just not hiring you. If you're new here, follow @AiEvolutio for the latest on ChatGPT, Claude, and the AI tools shaping how we work and create. — Jensen Huang ( @nvidia ), NVIDIA CEO, on Lex Fridman's ( @lexfridman ) podcast

Amazon announced three new animated shows created with generative AI through its GenAI Creators Fund and Project Nara. Project Nara integrates AI tools with software such as Adobe, Unreal Engine, and Blender to enable faster production. The shows include >Punky Duck, about a punk rock duck navigating chaos in Los Angeles with aliens and monsters >Love, Diana Music Hunter, about a space-traveling K-pop band that saves aliens through concerts >Cupcake and Friends, about cupcake sleepover adventures. All three pilots were produced in just five weeks and will be available on Prime Video.

Last year, I went to Mexico City and taught AI tools to a small group of filmmakers and artists. My favorite moment in was when I walked away from the group and came back to find this artist crying because she had finally been able to visualize a story she wanted to produce since she was a teenager. She called her mother immediately to tell her. These are the moments I live for. This is incredibly inspiring. And this is happening all over the world. It’s beautiful.

Amazon reportedly shut down an internal AI leaderboard after employees started using large amounts of AI tokens just to climb the rankings. The leaderboard, called KiroRank, tracked how much employees used Amazon’s AI tools. Instead of encouraging productive use, it led some workers to run AI agents on unnecessary tasks to boost their token counts. The result was higher AI costs without much added value.