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Owned by Lillian

Practical AI Projects

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Build simple AI projects you can use and monetize. Beginner-friendly, practical builds with clear paths to real income. No hype.

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11 contributions to Practical AI Projects
AI Research & Productivity Mastery
AI adoption has moved past the “experiment” phase. Most people and businesses now use it in very practical, everyday ways. When you step back and look at usage patterns across companies, schools, and individuals, several clear trends appear. Part 1 – AI for Research & Information Summaries Case Scenario You are writing a 350-word research paper on political polarization in the United States. Instead of reading 15 articles manually, you will use AI tools to collect and summarize sources quickly. Best AI Research Sites 1. Perplexity AI Best for research with citations. What it does well: - pulls sources from the web - provides citations - summarizes multiple sources Example prompt: Explain the causes of political polarization in the United States with academic sources. Why it’s good: Students can trace the sources, which is important for school assignments. 2. Consensus AI Best for scientific and academic research. What it does: - searches peer-reviewed papers - summarizes research findings - shows evidence from studies Example prompt: What do academic studies say about the causes of political polarization? 3. ChatGPT Best for breaking down difficult concepts. Use it for: - simplifying topics - outlining papers - summarizing articles Example prompt: Summarize the main causes of political polarization in simple language and create a paper outline. Exercise for Students Task: Research one cause of political polarization and summarize it in 3 bullet points. Steps: 1. Search the topic in Perplexity AI 2. Confirm research with Consensus 3. Ask ChatGPT to simplify the explanation Part 2 – AI as a Productivity Assistant Case Scenario You are overwhelmed with work, school, and personal responsibilities. Your goal is to use AI to: - organize your week - schedule tasks - plan a project PART 2: Best AI Productivity Tools 1. Notion AI
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🚀 Stop Overcomplicating AI — Use Repl.it
Everyone wants to build an AI tool… But they get stuck installing Python.Setting up environments.Opening ports.Breaking their computer. There’s a simpler way. I use Replit to prototype and deploy tools directly from my browser. Here’s why it matters for Skool builders: ✅ Build frontend + backend in one place✅ Host APIs (Python, Node, etc.)✅ Connect OpenAI✅ Deploy instantly✅ Share a live link with your community No DevOps headaches.No “it works on my machine” problems. For example: - Contractor CRM MVP - AI Homework Helper - Lead capture bots - Prompt generators - Mini SaaS tools You can build → test → deploy → drop the link in Skool. That’s speed. Now let’s be real… Replit is amazing for:• MVP testing• Teaching beginners• Prototyping fast• Community tools It’s NOT for:• Enterprise HIPAA-level systems• Massive production scaling Build smart. Validate fast. Upgrade later. https://replit.com/refer/sotoaljj
🚨 Most people are using AI wrong — and don’t realize it
Here’s something most people don’t know about AI 👇 AI does not respond best to what you want —It responds best to how you think. If you give AI:❌ vague goals❌ emotional frustration❌ “do this for me” prompts You get generic, unreliable output. But when you give it:✅ context✅ constraints✅ your reasoning✅ the role you want it to take AI mirrors your decision-making, not just your request. That’s why: - two people can use the same AI - ask “similar” questions - and get wildly different results The difference isn’t the tool. It’s the thinking you feed it. 👉 If you want, comment THINKING and I’ll post an example tomorrow showing the same task done wrong vs done right.
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Be Honest — Are You Using AI Yet?
Quick pulse check 👇 No judgment, just curiosity. Are you currently interested in using AI in your work or creative projects? 🟢 Yes — I already use it or want to learn 🔴 No — Not interested / not for me (yet) 👇 Drop a comment with your answer and why you chose it. Your responses help shape what kind of AI content, prompts, and walkthroughs I share next.
🚀 Quick AI Check-In 👇
Let’s keep this simple + real. Poll #1 — What do you use AI for MOST right now?
Poll
Cast your vote
1 like • Jan 23
@Rich Gomez that’s the point. Love that you got it! I wonder if your outlining technique will work for my content?
1 like • Jan 23
@Rich Gomez I’ll post the results — I think I’ll call it Skoolers Learn From Each Other! 😄
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Lillian Soto
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12points to level up
@lillian-soto-5686
Building with AI to create practical, monetizable content. Follow along as I document simple, repeatable AI projects.

Active 16d ago
Joined Dec 27, 2025