こんにちは、AI経営者のK社長です！
今回の動画は、Googleが提供する最強AI連携、「NotebookLM×Gemini」の活用術について徹底解説します。

「Geminiも長文読めるよね？」
「NotebookLMもチャットできるよね？」
「何が違うの？」

確かにそうですが、**決定的な違いは“得意分野”**です。NotebookLMは情報の整理役、正確さ、ソースベースの回答に優れており、Geminiは0→1を生み出す万能なクリエイターとして推論、発想、アイデア出し、コーディングに超一流の力を発揮します。

この2つが合体したことで、単に機能が増えたレベルではなく、仕事の次元が変わるポテンシャルが生まれました。今回は煽り抜きで、この連携がどうやばいのか、明日からの仕事をどう変えるのか、冷静にかつ実用的に深掘りしていきます。

動画内では、具体的なハックとして「議事録革命」と「リサーチ革命」の2つの連携活用法をハンズオンで解説します。さらに、AIを「知っている人」から「使いこなしている人」になり、圧倒的な成果を出すための小さな一歩についても触れます。

ぜひ最後まで見て、次世代のAI活用スキルを手に入れてください！

━━━━━━━━━━━━━━━━
■公式LINEで限定コンテンツ配布中！
━━━━━━━━━━━━━━━━
今ならキーワード「プレゼント」と入力するだけで、AI活用を加速させる豪華3大特典を無料で差し上げています。ここだけの非公開情報も配信していくので、必ず登録しておいてください。

▼登録はこちらから▼
https://lin.ee/rG9CbqJ

━━━━━━━━━━━━━━━━
■チャプターリスト（目次）
━━━━━━━━━━━━━━━━
0:00 オープニング：最強AI連携「NotebookLM×Gemini」
00:49 脳内整理：それぞれの得意分野と違い
03:00 連携活用法・ハンズオン解説
10:42 エンディング：小さな一歩から

━━━━━━━━━━━━━━━━
■SNSでの発信
━━━━━━━━━━━━━━━━
最新の生成AIトレンドや活用術、私のAI経営者としての日常を発信しています。フォローして情報の波に乗り遅れないようにしてください！

X (旧Twitter): https://x.com/k_kojikoji00
Instagram: https://www.instagram.com/k_bunkei_ai/
Threads: https://www.threads.com/@k_bunkei_ai/

━━━━━━━━━━━━━━━━
■お問い合わせ
━━━━━━━━━━━━━━━━
https://lin.ee/rG9CbqJ
動画の感想や質問など、何でもお気軽にメッセージください！コメント欄でも構いません☺️

#生成AI #NotebookLM #Gemini #GoogleAI #神連携 #業務効率化 #K社長 #AIツール #AI活用 #参謀AI

Ⓜ️NotebookLM PDF轉PPT可編輯 - PDNob PDF編輯器：https://bit.ly/4t6U1eH
Ⓜ️LightPDF 官方網站 ➤ https://lightpdf.com/tw/referral?apptype=chn-meiko&invite_people=85529259&invite_name=Mei
Ⓜ️加入Meiko會員享有特別福利：https://www.youtube.com/channe....l/UCEdLxhMDvG93XoF7z
Ⓜ️Manus註冊連結 (可以額外獲得1000點)：https://manus.im/redeem?c=nwezn2j
Ⓜ️Monica AI註冊連結 ➤ https://fas.st/t/DSV2tnzM
Ⓜ️Gamma AI簡報➤ https://try.gamma.app/pt665975k4wx
Ⓜ️Meiko教學文章➤ https://vocus.cc/user/@meiko
Ⓜ️頻道筆記區➤https://reurl.cc/RWGpV9
Ⓜ️FlexClip➤https://tidd.ly/457rD1C
Ⓜ️Meiko微課Discord頻道：https://discord.gg/qY6UQz9kXY

🔽Meiko的線上課程專區
---------------------------------------------------------
課程主題：從Excel到Power BI數據視覺化(緯育線上課程)
課程連結 : https://bit.ly/3Xxkt3u
優惠代碼 : 【meiko200】 優惠折扣 : NT$200 元

🔽購書優惠區
---------------------------------------------------------
博客來➤https://www.books.com.tw/produ....cts/0010980787?loc=P
旗標知識講堂➤https://www.facebook.com/flagforum
旗標蝦皮商城➤ https://shopee.tw/flag23311033(其他期間折扣碼請由頻道筆記內查詢)
．2025 第四季折扣碼:FLAGM0012 折扣:8.4折

🔽單元說明
---------------------------------------------------------
00:00 單元說明
02:12 使用Gemini 3生成資訊圖表
06:27 使用NotebookLM生成資訊圖表

🔽Prompt
PS.AI生成出來還是會有可能發生錯誤與幻覺唷~
---------------------------------------------------------
依據來源資料，生成一張地圖型資訊圖表，底層是類似Google的地圖，中心點圍繞著台灣古亭捷運站，地圖配色為馬卡龍配色(只要顏色配置就好)，需要顯示重要的道路名稱(路名請勿自創，需與Google地圖上的名稱位置一致)以及比較重要的建築物，地標為來源的各個素食餐廳，顯示餐廳的名稱，餐廳用可愛的建築物呈現，在建築物下方用白色圓角矩形，對比顏色標示店家名稱，街道上有些具有表情的蔬菜正在生活著，整體以卡通風格配置。

🔽歡迎訂閱與分享
---------------------------------------------------------
請留下一個 喜歡 並分享這個視頻
訂閱我的 YouTube 頻道以獲取更多視頻並點擊小鈴鐺，這樣您就不會錯過我的任何視頻
如果您訂閱並打開通知鈴，我會很高興🧡

🔽用一杯咖啡的費用，支持Meiko創作
Ⓜ️於影片下方點按「超級感謝」
Ⓜ️Paypal：https://paypal.me/meikochang
Ⓜ️Buymeacoffee：https://www.buymeacoffee.com/meikochang

#ai #Meiko微課頻道 #gemini3 #gemini3pro

绝大多数人只把NotebookLM当成简单的阅读工具，完全浪费了它的潜力。如果你只用基础功能，那其实连它10%的功力都没发挥出来。

今天直接分享9个我每天都在用的高级技巧。从谷歌官方推荐的“Everything Notebook”理念，到利用Gemini突破联网限制，再到用简单的代码自动合并几百个文件。学会这套流程，你才能真正拥有一个懂你、能帮你做决策的 AI 数字分身。

👇 视频提到的笔记、提示词模版和代码都在这里:
https://jason-efficiency-lab.notion.site/

视频章节:
00:00 为什么你的 NotebookLM 不够强？
01:01 谷歌官方Blog核心理念：如何创建 Everything Notebook (数字分身)
03:17 连通Gemini 3：用 Gemini 3联网搜索并调用 NotebookLM 资料
06:03 系统提示词到底该怎么写？
08:18 自定义提示词：针对 6 大功能模块的通用逻辑
10:05 Deep Research：提示词优化思路
11:57 突破限制：超长音视频文件怎么上传？
12:43 一键批量导入 YouTube 频道视频
13:40 联动 Google Drive：打通 Obsidian 与本地文件
14:46 突破限制：绕过人脸/照片审核的技巧
16:00 突破限制：用 Shell 和 Python 自动合并 50+ 个文档

记得订阅我的频道！

#notebooklm #google #gemini #gemini3 #ai #knowledgemanagement

#chatgpt #gemini #ai活用 #notebooklm
━━━━━━━━━━━━━━━━━━
今AI活用やマネタイズの仕方がわからない人🤦やAI初心者の人も必見！

🚨無料期間限定🚨で
✨Youtubeでは出せないさきのAI最新情報✨&
👩‍💻AIノウハウ豪華100大特典🎁を勉強会参加後LINEで受け取れます！

AIスキルを身につけて【社内評価⏫UP⏫】や【収益化💰】
業務効率化🗒️できるココでしか手に入らない情報を

現在期間限定でしかも、無料配布しているので興味ある方は是非！！
↓↓↓
https://info.opt--in.com/line/....open/qLCgzWgyqI0n?mt
ーーーーーーーーーーーーーー

約3000人以上の人が登録中！
⬇️さきのAI最新情報公式LINE⬇️
https://info.opt--in.com/line/....open/qLCgzWgyqI0n?mt

ーーーーーーーーーーーーーー
🎁”LINE登録者限定"のAI特別セミナー開催
🎁”LINE登録者限定"のAI勉強会
🎁”勉強会参加者限定"のAI豪華特典配布
🎁”勉強会参加者限定"の特別な案内

【⬇️無料登録はこちら⬇️】
https://info.opt--in.com/line/....open/qLCgzWgyqI0n?mt

※AI×SNS爆伸びノウハウ17大特典は期間限定のため配布終了しました
━━━━━━━━━━━━━━━━━━
↓↓本日紹介したツールや動画こちら↓↓
【NotebookLM】
https://notebooklm.google.com
【Gemini】
https://gemini.google.com/

【Google AI Studio】
https://aistudio.google.com
━━━━━━━━━━━━━━━━━━

◾️目次
00:00 OP
01:20 NotebookLMの基礎
03:59 NotebookLM神機能①
06:52 NotebookLM神機能②
09:38 NotebookLM神機能③
14:58 NotebookLM神連携
16:52 NotebookLM神連携②

Prova Odoo 👉 https://www.odoo.com/r/yHm

NotebookLM è l’intelligenza artificiale di Google progettata per lavorare con i tuoi documenti, riducendo al minimo errori e allucinazioni. Basata sui modelli Google Gemini, NotebookLM consente di analizzare le fonti caricate dall’utente e di generare output coerenti e affidabili.

Nel 2026 NotebookLM è diventato uno degli strumenti più interessanti per professionisti, creator e aziende che vogliono usare l’intelligenza artificiale in modo concreto e affidabile. Non si limita a rispondere a domande: struttura le informazioni, collega le fonti, sintetizza contenuti complessi e genera materiali pronti all’uso.

In questo video vedremo:
🔹 Come funziona NotebookLM nel 2026
🔹 Come caricare e gestire documenti in modo strategico
🔹 Le nuove funzioni per creare infografiche, podcast, video e slide
🔹 8 esempi concreti di utilizzo professionale per aumentare produttività e qualità del lavoro

Capitoli 📚
00:00 NotebookLM 2026
00:28 Il modo corretto di creare i notebook
01:05 In cosa batte Claude, Gemini e ChatGPT
02:10 Tipologie di fonti utilizzabili
02:43 La funzione chiave di NotebookLM
03:51 La prima funzione nascosta
05:00 La nuova funzione di ricerca delle fonti
05:16 Trasformare i notebook in chatbot
05:46 La sezione Studio
06:17 Le nuove funzioni di NotebookLM nel 2026
08:56 NotebookLM su smartphone
09:04 Sponsor
10:36 Esempio 1
11:12 Esempio 2
12:04 Esempio 3
12:23 Esempio 4
12:34 Esempio 5
12:48 Esempio 6
13:10 Esempio 7
13:27 Esempio 8

💼 Vuoi portare l’intelligenza artificiale in azienda? 👉 https://www.antonioguadagno.it
📬 Canale Telegram con risorse gratuite 👉 https://t.me/antonio_guadagno_ai
🚀 Newsletter Substack 👉 https://antonioguadagno.substack.com
📸 Instagram 👉 https://www.instagram.com/antonio_guadagno_ita
✍🏻 LinkedIn 👉 https://www.linkedin.com/in/an....tonio-guadagno-ab9ba

Altri video AI che potrebbero interessarti 🚀
https://youtu.be/g6mMLp9UhU0
https://youtu.be/2Ovc7h3P6So
https://youtu.be/taw6Z-B42s0
https://youtu.be/rdROgZxBu9g

Transform your teaching and learning with Gemini in Classroom! Educators with Google Workspace for Education accounts can now access over 30 AI tools directly within Classroom. You'll be able to generate content, kickstart lessons, brainstorm ideas, and differentiate content for students – from a central destination in Classroom.

Save valuable time on repetitive tasks like rubric creation, quickly generate diverse practice problems for various student levels in your math class, or brainstorm engaging discussion prompts for reading materials in your English class.

Read more about this and other Google Classroom features in our blog: https://blog.google/outreach-i....nitiatives/education
Interested in partnering with Google for Education to continue exploring how Gemini can enhance Google Classroom? Sign up for the AI track of our Google for Education Pilot Program and get early access to try new features: https://edu.google.com/pilot/

The BRAND NEW Gemini Certified Educator certification is LIVE, and it's totally FREE! 💻 Show the world your AI mastery with Google's latest credential. Get the Exam Guide & register now! 👇

Exam Guide Link: https://drive.google.com/file/....d/1QfSQ0oUU4dvtONt_l

Registration Link: https://educertifications.google/

#belajareradigital

Ingin belajar dengan GRATIS baik untuk GURU, SISWA, atau MAHASISWA. Cukup subcribe channel ini [ https://www.youtube.com/c/BelajarEraDigital ] dan nyalakan tanda loncengnya.

Sebagai bentuk penghargaan bagi kami. Untuk lebih bersemangat menghadirkan materi-materi pembelajaran yang berkualitas.

Bagi yang ingin mengikuti pelatihan bersertifikat 46 JP, silahkan klik : [ https://bit.ly/MemberNewPack ]

Follow sosial media kami
Link presensi:
Mari bergabung dalam komunitas Belajar Era Digital (BED) untuk mendapatkan informasi berbagai kegiatan pengembangan kompetensi guru

Follow sosial media kami:
Website resmi: belajareradigital.com
Chanel Telegram : https://t.me/eventBED
Chanel Youtube Guru Era Digital : https://www.youtube.com/c/BelajarEraD...
Channel whatsapp: https://whatsapp.com/channel/0....029VaDtySoHltYEC5zO2
Instagram: instagram.com/belajarera.digital
______________________________________________
Mari jadi guru pembelajar dan berperan ✨
#belajareradigital
#belajarasyik

Silahkan bagikan sebanyak-banyaknya info ini agar bermanfaat bagi banyak orang

Durante nuestro Curso Gratuito de Inteligencia Artificial para Docentes, explicamos una diferencia clave entre ChatGPT y Gemini (Google AI):
📎 ChatGPT en su versión gratuita solo te permite subir 1 o 2 archivos al día (imágenes o PDFs).
☁️ Gemini, en cambio, te deja subir varios archivos desde tu Google Drive o Gmail sin descargarlos, ¡y totalmente gratis!
👩‍🏫 Esto significa que puedes analizar presentaciones, guías o planeaciones directamente desde tu nube y convertirlas en materiales didácticos, resúmenes o actividades en minutos.

🚀 Aprende a usar ChatGPT, Gemini y más herramientas educativas paso a paso.
Únete al Diplomado en Inteligencia Artificial Generativa Aplicada a la Docencia 👇
📲 https://chat.whatsapp.com/ETJRk5HOF1tG4nMXsDZ0y3

#DocencIADigital #DoDi #IAparaDocentes #ChatGPT #GeminiAI #EducaciónMX #DocentesDigitales #InteligenciaArtificial #InnovaciónEducativa #FormaciónDocente #DiplomadoDocente #TecnologíaEducativa #IAenElAula #AprendizajeDigital #EducaciónDelFuturo #GoogleAI

This is my submission to the Gemini API Developer Competition, "Class Planner". I hope you enjoyed the video and if you would like to try it out, please visit:

classplanner.ai

All feedback is greatly appreciated.

Submissions end today and it is my birthday so I'm taking it as a sign!!
Credits to Natasha & Robert, and Lochie for letting borrow his camera.

Google Gemini is Google’s AI chatbot and it’s available for free to use. It’s the direct competitor to ChatGPT and Microsoft Copilot.

To access it, simply go to https://gemini.google.com/ and log in with your Google account.

In this video, I’ll cover all the useful functions of Gemini as well as some prompting techniques to make it much more useful for day-to-day tasks.

Gemini is a name for two different things. One is the AI chatbot that you use on the website. Gemini is also the name of the technology running this chatbot and it comes in multiple models.

The free version of Gemini uses a model called Gemini Pro and the paid option, called Gemini Advanced uses a model called Gemini Ultra.

You can use Gemini in two ways, with web access or without. Gemini is trained with a large amount of data. So if you want to use it for writing or research on older topics, you can do so without real-time data.

You can turn this option on or off in settings.

To start using Gemini, simply type your prompt. You can start with a question or task.

Here are the top 10 practical prompts for using Gemini.

1 - Writing partner
Research and Content Outlining:
* Prompt: "I'm writing a blog post about [Specific Blog Post Topic]. Find and summarize 3-5 relevant and credible sources on this topic. Based on your findings, create a detailed outline for the blog post structure, including sections for introduction, key points, supporting arguments, and conclusion.

Optimizing for Readability and Engagement:
“I’ve written a draft blog post about [Blog Post Topic]. Analyze the content for readability and suggest improvements to enhance clarity and user engagement. This includes identifying any complex sentences, suggesting alternative phrasing, and incorporating elements like bullet points, images, or internal links."

2 - Email

Crafting Compelling Emails:
* Prompt: "I need to write an email to a potential client about our new [Product/Service]. Briefly explain the benefits of the product for their specific industry, [Client's Industry], and highlight a case study where a similar company saw a [Positive Result] after using our product. Conclude with a call to action to schedule a demo."

Email Finder using Extensions

3 - Research
Researching and Summarizing Market Trends:
* Prompt: "I'm writing a report on the current trends in the [Industry] market. Find and summarize recent industry reports and articles focusing on key trends, challenges, and growth opportunities. Additionally, identify any emerging technologies that could impact the industry in the next few years."

4 - Learning Tool
Deep Dives and Concept Clarification:
* Prompt: "I'm having trouble understanding the concept of [Difficult Concept] in [Subject]. Explain this concept clearly and concisely, breaking it down into simpler terms with relevant examples. Additionally, provide real-world applications of this concept to reinforce my understanding."

5 - Image Detection
Simply upload an image and ask Gemini questions about it.

6 - Grammar and spelling
Proofreading and Refining:
* Prompt: "I've completed my blog post on [Blog Post Topic]. Proofread the entire post for any grammatical errors, typos, or awkward phrasing. Additionally, suggest any stylistic changes to improve the overall tone and voice of the piece."

7 - Travel Advisor
With Google Hotels and Google Flight extensions, you can have Gemini help you plan your travel.

8 - Marketing tool
Brainstorming Creative Marketing Ideas:
* Prompt: "We're launching a new marketing campaign for our [Product/Service]. Our target audience is [Target Audience Description]. Brainstorm creative marketing ideas across different channels, such as social media, email marketing, or content marketing. Focus on ideas that are engaging, informative, and likely to resonate with our target audience."

9 - YouTube Video Summary (Extensions)
With YouTube extension, you can quickly get a summary from any YouTube video.


Master ChatGPT, Gemini, and the top 50 AI tools with Our New AI Education Platform.
Start a free trial Today: https://bit.ly/skillleap-howfinity

#sponsored If you wanna check it out, Opera Neon is available for $20 a month. Link: https://opr.as/05-Opera-neon-iamaimaster

🧠Stay ahead of the latest Gemini 3.5 update → https://aimaster.me/yt/geminiflash
🎬Generate content with the most advanced AI models → https://aimaster.me/

Gemini 3.5 Flash quietly killed the Pro tier. I ran Google's new model for a week across the Gemini app, AI Studio, and Workspace.

In this 2026 guide I walk through 8 real workflows you can run today: multimodal vision (photo → recipe + shopping list), native video understanding with inline Python charts, 50-page contract analysis with thinking-level toggle, vibe coding a React + Tailwind app from a napkin sketch, voice memo → prioritized task list, error screenshot → fix, JSON structured output from 15 multi-language receipts, and a full Workspace agentic chain (Drive → Docs → Gmail) from one prompt.

⏱ Chapters
00:00 — Google Delayed Gemini 3.5 Pro? The Big Twist
00:22 — How Gemini 3.5 Flash Quietly Killed the Pro Tier
00:42 — Case 1: Multimodal Vision (The Half-Empty Fridge Test)
02:37 — Case 2: Native Video Analysis & Inline Python Charts
05:14 — AI Cost Breakdown: Flash vs Claude vs GPT-5.5
06:45 — Case 3: 50-Page Contract Analysis & The New Thinking Levels
08:09 — Case 4: Vibe Coding an App Directly From a Napkin Sketch
09:19 — Case 5: Turning a Chaotic 2-Minute Voice Memo into a Task List
10:07 — Case 6: Fixing Cryptic Error Messages with Visual Screenshots
10:47 — Case 7: OCR Magic: Parsing 15 Receipts into Clean JSON Natively
11:55 — Case 8: Workspace Agentic Chains (Auto-Linking Drive, Docs & Gmail)
12:56 — Honest Verdict: 3 Hidden Problems Google Isn't Telling You
14:05 — Final Thoughts: Pro Performance at Flash Pricing

#Gemini #GoogleAI #AITools2026

Disclosure: AI Master is our own first-party platform.

Google vient de tenir sa conférence annuelle, la Google I/O 2026. Et cette année, une annonce domine tout : Gemini change de dimension. Nouveaux modèles, agent autonome, intégration dans tout l'écosystème Google... On vous décrypte tout en 10 minutes.

📖 LIRE L'ARTICLE COMPLET : https://www.frandroid.com/even....ts/google-io/3103131

SOMMAIRE :
00:00 Gemini va tout changer
00:21 Nouvelle interface
00:33 Gemini 3.5 Flash
01:09 Gemini 3.5 Pro
01:40 Gemini Omni
03:12 Spark : l'agent IA
05:33 Google Search
06:13 Google Shopping
06:46 Google Docs Live
07:19 Prix des abonnements
08:08 Conclusion


À DÉCOUVRIR AUSSI :
• Notre émission tech “Unlock” : https://www.youtube.com/@unlocktalk
• Notre chaîne dédiée à la voiture électrique : https://www.youtube.com/@Survolt%C3%A9s
• Toute l’actu tech : https://www.frandroid.com

SUIVEZ FRANDROID :
• Twitch : https://www.twitch.tv/frandroidlive
• Instagram : https://www.instagram.com/frandroid_off/
• TikTok : https://www.tiktok.com/@frandroid_
• Twitter : https://twitter.com/frandroid
• Discord : https://discord.com/invite/fra....ndroid-3117891721491
• Facebook : https://www.facebook.com/frandroidcom

TRANSPARENCE :
✅ VIDÉO NON SPONSORISÉE
Nous ne sommes pas rémunérés ou sponsorisés par les constructeurs pour vous présenter ces produits. Nos choix de tests et nos avis reposent uniquement sur des critères éditoriaux et journalistiques.
Nous remercions toutefois les marques qui nous fournissent, sans contrepartie financière, certains appareils afin de réaliser nos tests dans les meilleures conditions. Cela nous permet de couvrir plus largement l’actualité et de vous proposer des analyses complètes et fiables. 🙏


👍 Un like si cette vidéo vous a aidé
📝 Vos questions en commentaire
🔔 Abonnez-vous pour ne rien manquer de l’actu tech

#sponsored Check out the Google AI Professional Certificate here- https://imp.i384100.net/n4nam6
🧠 Never miss Google updates! Join 10,000+ AI enthusiasts → https://aimaster.me/yt/io26
🎬 This video was made inside AI Content Engine, get the same pipeline → https://aimaster.me/

Google I/O 2026 kicks off May 19-20, and the lineup is set to redefine the AI landscape. We’re looking at the debut of Gemini 4, Veo 4 with 30-second video generation, and high-performance AI glasses weighing under 50 grams. Most importantly, Google is finally bridging the gap between mobile and desktop with the all-new Aluminium OS.

With $185 billion invested in AI and the competitive pressure of GPT-6 on the horizon, this is the most high-stakes I/O in Google’s history. Here is the full breakdown of the upcoming presentation:

00:00 Google I/O 2026 Full Presentation Lineup
01:12 Gemini 4: The Flagship Announcement
03:27 Veo 4 and the Video Revolution
05:04 AI Glasses: The Future is Here
05:40 Search Live & Personal Intelligence
07:54 Android 17 & Aluminium OS
08:46 Gemini Agent: The Global Takeover
10:52 Robots & Scientific Breakthroughs
11:34 Apple Partnership: The Unexpected Alliance
12:03 Nano Banana Pro 2 & The Image Revolution
12:42 Why Google Can't Afford to Hold Back
14:42 Timing: Will Google Make It?
15:40 Reality vs Hype: What's Definite
18:48 Final Thoughts

🍌Watch MY FULL Extended Nano Banana 2 Masterclass inside AI Master: https://aimaster.me/share/post/abf1d9db-b474-4654-bccf-d768b8dc4b94

Google just dropped a wild new AI video model that lets you insert yourself into any scene you can imagine. And it's available right inside Gemini.

Rolling out today for Pro and Ultra users globally in the Gemini app and in Flow.

Thank you Google for inviting me to IO. #Geminiearlyaccess

This video is not sponsored.

Google Gemini ഫോണിനോട് എന്തും പറഞ്ഞാൽ അനുസരിക്കും
how to use Google Gemini in Android phone

Anthropic Education Report: The AI Fluency Index

This Anthropic Education Report introduces the AI Fluency Index, investigating whether individuals are developing the necessary skills to effectively use AI tools amidst rapid adoption. Building on previous studies of Claude users, this report analyzes 9,830 anonymized conversations using the 4D AI Fluency Framework, focusing on 11 observable behaviors to establish a baseline for AI fluency. Key findings reveal that AI fluency is strongly associated with iterative and refined conversations, where users treat AI as a thought partner and engage in follow-up questions and adjustments. These conversations demonstrate significantly more fluency behaviors, including questioning reasoning and identifying missing context. Conversely, when users create artifacts like code or documents, they become more directive but paradoxically less evaluative, showing a decreased likelihood to critically assess AI's outputs. The report emphasizes the growing importance of critical evaluation, particularly as AI models produce increasingly polished results, and recommends users stay in conversations for iterative refinement and actively question AI-generated content to enhance their fluency.
#AIFluency #AnthropicReport #HumanAIIteraction #AICapabilities #SkillDevelopment #CognitiveAI #AIResearch #ClaudeAI #EducationTechnology

Donats: https://www.patreon.com/c/luxak

paper - https://www.anthropic.com/rese....arch/AI-fluency-inde
subscribe - https://t.me/arxivpaper
created with NotebookLM

Explore Anthropic's latest Education Report, revealing how university students are integrating the AI assistant Claude into their academic routines. This video delves into the key findings, showcasing the diverse applications of Claude across various disciplines:​

Content Creation & Enhancement (39.3%): Students utilize Claude to design practice questions, edit essays, and summarize academic materials.​
Home

Technical Problem Solving (33.5%): Claude assists in debugging code, implementing algorithms, and solving complex mathematical problems.​
Home

Data Analysis & Visualization (11.0%): Learners employ Claude for analyzing datasets and creating visual representations to support their research.​

Research Design Support (6.5%): Claude aids in developing research methodologies and tools, enhancing the quality of academic investigations.​
TechRadar ES

Discover how AI is transforming the educational landscape, empowering students to achieve more with innovative tools like Claude.​

#Anthropic #ClaudeAI #EducationReport #AIinEducation #StudentSuccess #AcademicInnovation #TechInLearning #AIApplications #UniversityLife #LearningWithAI

The Anthropic Education Report: How University Students Use Claude is a comprehensive analysis of how university students integrate AI—specifically Anthropic's Claude model—into their academic work. The study is based on over one million anonymized student conversations from Claude.ai, narrowed down to 574,740 academic-relevant interactions, and provides some of the first large-scale real-world insights into educational AI use.

🧪 Study Purpose and Methodology
Objective
The report aims to move beyond surveys and lab studies by analyzing real-world student-AI interactions to understand how AI is shaping learning, cognitive engagement, and academic behavior.

Method
Used Clio, Anthropic's automated analysis tool, to analyze anonymized data.
Focused on conversations tied to higher education email domains (.edu, .ac.uk, etc.).
Filtered to retain only academic-relevant exchanges.

🔍 Main Findings
1. STEM Dominance and Disparities Across Disciplines
Computer Science students were the most prolific users of Claude, representing 38.6% of conversations while making up only 5.4% of U.S. degrees.
Other overrepresented fields: Natural Sciences and Math.
Underrepresented disciplines: Business, Health, and Humanities—each used Claude less than expected based on enrollment numbers.

2. Four Distinct AI Interaction Patterns
These were used almost equally by students:

Direct Problem Solving (e.g., getting quick solutions to homework).
Direct Output Creation (e.g., generating summaries or essays).
Collaborative Problem Solving (dialogue with AI to work through concepts).
Collaborative Output Creation (joint creation of larger work like lesson plans).

3. Predominant Use Cases
Creating and improving educational content: 39.3%
Technical explanations and solutions: 33.5%
Data analysis and visualization: 11%
Research and tool design: 6.5%
Technical diagrams: 3.2%
Translation/proofreading: 2.4%



Article content
🧠 Cognitive Delegation to AI: Bloom’s Taxonomy
Students primarily delegated higher-order cognitive tasks:

Creating (39.8%) – e.g., designing lesson plans or generating coding projects.
Analyzing (30.2%) – e.g., breaking down legal principles or debugging.
Far fewer tasks involved Applying, Understanding, or Remembering.

This raises concerns that students may be outsourcing the very tasks essential to critical thinking and deep learning.
🎓 Educational Integrity & Cheating Concerns
47% of conversations were "Direct", potentially associated with cheating (e.g., requesting direct answers to test questions).
Even “Collaborative” conversations may involve heavy AI reliance.
The ambiguity of intent (e.g., practicing vs. cheating) makes interpretation challenging.

📊 Subject-Specific Patterns
Natural Sciences & Math: focused on step-by-step problem solving.
Computer Science & Engineering: favored collaborative interaction.
Education: highest use for output creation, likely due to teachers creating instructional materials.
Business, Health, Humanities: more evenly split between direct and collaborative modes.



⚠️ Limitations of the Study
Skews toward early adopters and Claude users specifically (not representative of all AI tools).
Filtering imperfections may misclassify some users (e.g., faculty as students).
Analysis is time-bounded to an 18-day window, limiting longitudinal insights.
Only examines AI interactions, not downstream use or learning impact.

🧭 Implications & Next Steps
Highlights discipline-specific AI usage trends that could inform tailored educational policies.
Suggests need for new assessment methods that reflect AI’s role in the learning process.
Anthropic is piloting features like a “Learning Mode” that prioritizes Socratic teaching styles and conceptual understanding.

Read the article:

https://www.anthropic.com/news..../anthropic-education

New technique from Anthropic helps us glean into the black box of generative AI models.

Let's break this down a bit and understand what this means.

#artificialintelligence @anthropic-ai #generativeai

AI platforms have reached a turning point when it comes to #creativity, explicitly moving to show how they can empower today’s #creatives vs. talking about AI’s future potential. In the face of lingering fears around copyright, creative careers and AI’s role in creativity, firms like #OpenAI have recruited its first Global chief and announced a feature length film.

Competitor Anthropic has launched a new ad ‘Keep Thinking with Claude’, which tries to directly defuse AI worry for doers, creatives and problem solves. Striking a simultaneously retro and inspiring tone, the ad leverages a take on the refrain ‘There’s never been a better time to be alive’, with ‘There’s never been a better time to be a problem solver’. The challenge, potentially true with both, is while it is academically true, it's often emotionally wrong. Asking the viewer to put emotional fears aside in rational ways often struggles to deliver the intended impact.


------------------------------
Subscribe to get our weekly newsletter on:
Substack: https://thesundaystrategy.substack.com/
LinkedIn: https://www.linkedin.com/build....-relation/newsletter

Find out more at https://newclassic.agency

Anthropic has unveiled its latest artificial intelligence model, Claude 3.7 Sonnet, which marks a significant upgrade in the company’s lineup through its hybrid reasoning capabilities. Unlike earlier iterations, this new model adeptly combines rapid responses for straightforward queries with an enhanced ability to engage in detailed, step-by-step reasoning for more complex tasks. This innovative design makes it especially effective for programming-related tasks—a claim the company supports with strong benchmark evidence.

Benchmark tests have placed Claude 3.7 Sonnet at the forefront of coding performance. According to the SWE-bench verified test—a standard measure of how well an AI can code—the model reached around 62% accuracy, which can increase to 70% when supplemented with additional test-time scaffolding. This performance not only positions Claude 3.7 Sonnet well ahead of its predecessors, like Claude 3.5 Sonnet, but also outstrips competing models from other industry leaders, including various versions of OpenAI’s ChatGPT as well as China’s DeepSeek. These results reinforce its capability to handle coding challenges more efficiently than its peers.

Beyond the numbers, real-world feedback has been overwhelmingly positive, with users sharing their excitement on platforms such as Reddit. Many coders have reported experiencing what they described as an "AGI moment" when using Claude Code, an iteration specifically tailored for software development. Enthusiastic comments highlighted the model’s ability to debug stubborn errors and even generate extensive projects from scratch—one user noted it produced 5,000 lines of code that included full front-end design and debugging examples. Such testimonies underscore the transformative potential of the new AI in practical, day-to-day development work.

Overall, the launch of Claude 3.7 Sonnet represents a significant leap forward in AI technology. It not only sets a new standard for performance in coding but also hints at broader capabilities across other technical domains like math and science, thanks to its extended thinking mode. By effectively merging quick, concise responses with deep, analytical reasoning, Anthropic’s latest model solidifies its standing in an increasingly competitive AI market, pushing the boundaries of what modern AI can achieve. #Anthropic #Claude37 #AI #ArtificialIntelligence #TechNews #SoftwareEngineering #Programming #Coding #MachineLearning #DeepLearning #Benchmarking #HybridAI #Innovation #TechUpdate #DigitalNews #NewsArticle #FutureTech #OpenAI #ChatGPT #AImodel #SWEbench #TechTrends #NextGenAI #TechReview #IndustryNews #TechInnovation #Code #CodingBenchmarks #ML #StepByStepAI

Is the "entry-level" job officially dead? The recent "Anthropic SaaSpocalypse" has sent shockwaves through the Wall Street, proving that AI is no longer just a chatbot—it’s a specialized professional.

In this episode, Sarah, an AI solution architect, sits down with Angela, a Senior Manager at a Big Four accounting firm, to discuss the brutal reality of the "Apprenticeship Gap." When AI can handle 5,000 receipts in seconds without a "mental health Wednesday," where does that leave the next generation of graduates? We dive into why the "Path of Pain" is disappearing and why the future of education actually needs to get harder, not easier.

In this podcast, we discuss:
- The SaaSpocalypse: How Claude’s new Knowledge-Skills plugins are swallowing junior workflows.
- The Apprenticeship Gap: Why skipping "grunt work" might destroy professional intuition.
- The Liability Barrier: Why humans stay relevant because "AI can’t go to jail."
- Education 2.0: Shifting from "How to do math" to "AI Forensics" and "Hallucination Hunting."
- The 2030 Skill Stack: Why Articulation, Decomposition, and Discernment are the only ways to stay un-replaceable.


TIMESTAMPS
0:00 Intro: Anthropic "SaaSpocalypse"
0:50 Why Wall Street is Panicking Over AI Plugins
1:11 AI vs. Junior Professionals
1:54 The Death of Junior Roles
2:14 The Apprenticeship Gap: Losing Path of Pain
2:57 The Liability Barrier: AI Can’t Take the Blame
3:22 Reimagining University: AI Forensics
4:10 The "Find the Errors or You’re Fired" Exam
4:32 How to go from Student to Sovereign Expert
4:58 The Skills of 2030: Articulation, Decomposition, and Judgment
5:44 Why AI Means You Have to Study Harder
6:15 From teaching execution to teaching Discernment


DISCLAIMERS:
Sarah and Angela are imaginary figures with real-life inspirations. **AI-generated voice. 100% human mother thoughts.**


RESOURCES:
Anthropic Cowork: https://claude.com/product/cowork
Anthropic Knowledge-Skills Plugins (Open-source): https://github.com/anthropics/....knowledge-work-plugi


What do you think the education in the era of AI should be? Let’s talk about it in the comments. 👇

#AI #FutureOfWork #Education

Subscribe for AI updates → https://ibm.biz/BdnWwx

Will AI agents run all businesses? In episode 62 of Mixture of Experts, host Tim Hwang is joined by Gabe Goodhart, Kush Varshney and Marina Danilevsky to debrief Anthropic’s Project Vend. Next, do we still need massive data centers? We analyze DiLoCoX and discuss the possibility of distributed model training. Then, the New York Times released an article discussing how computer science education has changed in the era of AI; should people still study computer science? Finally, is the paper review process broken? And is it AI’s fault? All that and more on today’s episode of Mixture of Experts.

00:00 – Intro
01:07 -- Anthropic’s Project Vend
13:38 -- DiLoCoX
25:56 -- Computer science education
40:57 -- AI prompts in papers

The opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity.

Visit Mixture of Experts podcast page to get more AI content → https://ibm.biz/BdnWwD