How Founders Use AI

How people use AI, and the tool for each job.

The AI map of which tool is for which job, checked on 29 October 2026, what changed since July, and every video, thread, guide, podcast and tool behind 278 answered questions on putting AI to work.

The AI map: which tool is for which job, as of 29 October 2026

Models and assistants AI assistants Frontier models Open-weight models Decision models

Building with AI Coding agents App builders Design and presentations Spreadsheets, data and internal tools

Agents and research Agents that do tasks for you AI browsers No-code automation with AI steps Research and search Meeting notes and everyday productivity

Making media Video generation Images Avatars and voice Music and audio Video editing

AI at work Prospecting and sales Marketing, ads and AI search Customer support agents Legal and contracts Finance and accounting Hiring and HR

What changed since July

  1. 28 Oct 2026 GitHub began including Copilot with GitHub Enterprise licences and added projects to the Copilot app, where several agents work across repositories. Coding agents github.blog
  2. 27 Oct 2026 n8n released the 3.0 beta, a reliability and security release with breaking changes; self-hosting now runs on Docker only and the stable release is due in early December. No-code automation with AI steps blog.n8n.io
  3. 27 Oct 2026 Hex released Hex 4.0, rebuilt for analysts and AI agents working together, with a $100 million raise. Spreadsheets, data and internal tools hex.tech
  4. 26 Oct 2026 Replit launched Replit for Business, and the next day Cloud Agents that let non-engineers propose changes to a company codebase. App builders blog.replit.com
  5. 26 Oct 2026 OpenAI released GPT-6.1 Terra at $1 / $5 per million tokens, half the price of GPT-6.1 Sol. Frontier models openai.com
All 108 changes

What founders use most, ranked by how many answers lean on it.

  1. Google's launch post for Guided Learning, built on its LearnLM models, with ready-made example sessions. blog.google Article Guided Learning in Gemini: From answers to understanding Maureen Heymans, Google In 2 answers
  2. How the Learning style reached every Claude.ai user from the style menu, and the two coding versions in Claude Code. engadget.com Article Anthropic brings Claude's learning mode to regular users and devs Engadget In 2 answers
  3. Anthropic's documentation for the Explanatory and Learning styles, including the TODO(human) spots it leaves for you. code.claude.com Guide Output styles Claude Code Docs In 2 answers
  4. The field experiment behind the 48% and 17% figures, and the hint-giving tutor that protected learning. hamsabastani.github.io Article Generative AI Without Guardrails Can Harm Learning: Evidence from High School Mathematics Hamsa Bastani, Osbert Bastani, Alp Sungu and others (University of Pennsylvania) In 2 answers
  5. A Wharton professor's plain reading of the research on AI and learning, with a tutor prompt you can copy. oneusefulthing.org Article Against "Brain Damage" Ethan Mollick (One Useful Thing) In 2 answers
  6. Google's education head on India having the highest global use of Gemini for learning. techcrunch.com Article India is teaching Google how AI in education can scale TechCrunch In 2 answers
  7. The randomised trial behind the 50% and 67% scores, and the ways of using AI that kept learning intact. anthropic.com Article How AI assistance impacts the formation of coding skills Anthropic In 2 answers
  8. What the merged Claude app can take on from any conversation, and how the Auto and Manual permission settings differ. support.claude.com Guide Claude Cowork and chat are one Claude Claude Help Center In 2 answers
  9. A worked demonstration of a hidden Reddit comment steering an AI browser into a signed-in email account. brave.com Article Agentic Browser Security: Indirect Prompt Injection in Perplexity Comet Brave (Artem Chaikin and Shivan Kaul Sahib) In 2 answers
  10. Anthropic's research note on how it trains and screens a browsing agent against hidden instructions. anthropic.com Article Mitigating the risk of prompt injections in browser use Anthropic In 2 answers
  11. Google's own notice on what it keeps and who reads it, including the line asking you not to enter confidential information a... support.google.com Guide Gemini Apps Privacy Hub Google In 2 answers
  12. Gives the 2025 cyber-fraud figures and the Rs 11,158 crore saved through quick reporting on 1930. dailypioneer.com Article When your voice is no longer proof The Pioneer In 2 answers
  13. A plain summary of the same rules, including the three-hour takedown window. businesstoday.in Article Govt tightens rules on AI generated content, mandates labels and faster takedowns Business Today In 2 answers
  14. A checklist of the visual and audio signs of a deepfake, written for Indian investors. tatamutualfund.com Guide Deepfake Investment Videos: How to Check Whether That Fund Manager Clip Is Real Tata Mutual Fund In 2 answers
  15. The launch report on Indus: typed or spoken questions with text and audio answers, and the limits it shipped with. techcrunch.com Article India's Sarvam launches Indus AI chat app as competition heats up TechCrunch In 2 answers
  16. A hands-on first look at Indus answering spoken Hindi, Malayalam and Gujarati questions in the same language. businesstoday.in Article Indus by Sarvam: A first look at India's homegrown AI chat app built for local languages Business Today In 2 answers
  17. A study of real health messages in five Indian languages and Nepali, finding models handle romanized text up to 24 points worse... arxiv.org Article Script Gap: Evaluating LLM Triage on Indian Languages in Native vs Romanized Scripts in a Real World Setting arXiv (research paper) In 2 answers
  18. A 2026 benchmark showing models follow instructions less well as messages mix more English into Indian languages written in... arxiv.org Article Indi-RomCoM: Code-Mixed Benchmark for Evaluating LLMs on Romanized Indic-English Instructions arXiv (research paper) In 2 answers
  19. Reports AI4Bharat and Josh Talks' Voice of India test of speech recognition across 15 languages and many dialects, with error... thehindubusinessline.com Article OpenAI, Meta speech models struggle with Indian languages The Hindu BusinessLine In 2 answers
  20. A tool maker's plain-language primer on building without writing code. replit.com Guide What is Vibe Coding? How to Vibe Your App to Life Replit
  21. A sober, jargon-free explainer from a neutral heavyweight source. cloud.google.com Guide Vibe Coding Explained: Tools and Guides Google Cloud
  22. Signals how mainstream this is: a bank briefing founders on vibe coding. jpmorgan.com Guide Vibe Coding: A Guide for Startups and Founders J.P. Morgan
  23. Business-school framing of why the build barrier collapsed. imd.org Article From low-code to vibe code: why you may no longer need software engineers IMD Business School
  24. Proof this is a cultural shift, not a passing developer fad. cnn.com Article 'Vibe coding' named Collins Dictionary's Word of the Year CNN

Show the next 24

Playbooks

A goal, and the route through it a step at a time.

Start using AI well Pick an assistant, learn with it, hand it real work, and keep yourself and your data safe. 5 steps Build your product with AI From a prompt to a shipped product: prototype, build, and wire AI into what you ship. 6 steps Code and ship with AI Write, ship, and maintain real software as a founder, with AI as your pair. 4 steps Design and prototype with AI Go from idea to a clickable prototype without a designer. 3 steps Build AI agents and automations Wire up agents and internal tools that do real work for you. 3 steps Put AI inside your product Ship AI features users actually feel, not a bolted-on chatbot. 3 steps Research your market with AI Size the market, study competitors, and read data in hours, not weeks. 3 steps Market and grow with AI Content, creative, and distribution: fill the top of the funnel without a big team. 5 steps Create content with AI Write, film, and design a content engine that runs without a team. 3 steps Get found in AI search Show up when founders and buyers ask AI, not just Google (AEO/GEO). 3 steps Run ads with AI Brief creatives, read the numbers, and optimize spend with AI. 3 steps Find and serve customers with AI Research the market, prospect, close, and support, with AI doing the heavy lifting. 4 steps Sell and prospect with AI Find leads, personalize outreach, and run better sales calls. 3 steps Support customers with AI Answer faster and deflect tickets without losing the human touch. 3 steps Run the back office with AI The unglamorous grind: workflows, finance, legal, and hiring, automated where it counts. 5 steps Automate your workflows Stitch your tools together so the busywork runs itself. 3 steps Hire and manage your team with AI Source, screen, and onboard faster, and keep the team in sync. 3 steps Handle legal and finance with AI Draft contracts and stay on top of the numbers without a big spend. 2 steps Be more productive with AI Get more done and think sharper with AI as a daily habit. 3 steps Become an AI-native founder The meta-skills: build your stack, prompt well, and use AI to research, think, and decide. 6 steps Build your AI stack Pick the tools worth paying for and the prompts worth reusing. 3 steps

The questions, by topic

Building & Product

Vibe Coding 15 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 12 AI in Your Product 13

Research & Knowledge

Search & Research 13 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 12 Video, Image & Audio 14 Getting Found in AI Search (AEO/GEO) 12 Ads & Performance Marketing 14 Social & Community 12

Sales & Customers

Sales Prospecting 13 Customer Support 6 CRM & Sales Calls 12

Operations & Back-office

Legal & Contracts 13 Finance & Accounting 3 Hiring & HR 3 Productivity 3 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 3 Building Your AI Stack 3 AI as a Thinking Partner 4

Everyday AI

Choosing Your AI Assistant 8 Learning with AI 7 Working with AI Agents 7 Using AI Safely 8 AI in Indian Languages 7
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