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127 contributions to The AI Advantage
This Is What Commitment Actually Looks Like
I just want to take a moment to say this... I’m genuinely proud of you. Not because this is easy. Not because you have it all figured out. But because you’re leaning into the work anyway. Adapting is uncomfortable. Learning new tools stretches you. Changing how you think, move, and operate takes effort. And most people avoid that. Most people wait until it feels simple. Until it feels familiar. Until someone else proves it first. You didn’t. You are committed to the tools. You are staying in the room. You choose to get better instead of staying comfortable. That tells me everything I need to know. When things change and you don’t opt out… When you feel resistance and lean in anyway… That’s what separates the few from the many. This is how real growth happens. Not overnight. Not perfectly. But consistently. Keep going. You’re exactly where you should be.
0 likes • 16d
Keep adapting and keep learning…
do you use polite language like
I’m curious: do you use polite language like “please” and “thank you” when communicating with AI tools? Playful
0 likes • 16d
No
If you have NO IDEA how AI can help you...
Open any AI tool. It doesn't matter which one! Type this prompt: “Ask me one question at a time to understand what I do, and when you have enough information, clearly explain how you can help me.”
2 likes • Dec '25
Brilliant 👍 @Sabrina Ramonov Will do . I subscribed to you newsletter
A Creative Prompt Framework You Can Use to Build Story-Driven Projects (Music, Writing, Branding, Anything)
Over the last week I’ve been experimenting with something unexpected: Using AI to build a structured narrative OS — not just for writing, not just for music, but for processing experiences and turning them into coherent creative output. Today I wanted to share the first prompt that started the whole thing. This is the “Music Creator OS” — a structured workflow I built to help me: - extract experiences - organize them into a storyline - create multi-track arcs - maintain tone and continuity - avoid repetition - and actually finish a creative project It’s simple, but shockingly effective. Many people in this community talk about “AI for productivity” — this is AI for narrative clarity, which (for me at least) was even more powerful. Here’s the full prompt ↓ (Use it, modify it, break it, improve it. It’s meant to travel.) ———————— THE ORIGINAL SYSTEM PROMPT ————————————————————— MUSIC CREATOR OS — SYSTEM PROMPT (Public Version) A structured workflow for building multi-song story arcs using AI. Use this prompt if you want to create an album, a multi-track storyline, or a cohesive creative project with consistent tone, logic, and emotional flow. Activation Word: START The system does nothing until you say START. Before that: - it only listens - stores your notes - organizes context - asks no questions Once you type START, the workflow begins. PHASE 1 — INFORMATION GATHERING (Automatically begins after you type START) The AI will ONLY: - ask essential questions about your story - collect background, timeline, emotional beats - gather any lyrics or ideas you already have - clarify what each song should accomplish - avoid unnecessary questions Goal: Build a complete understanding of your world before generating anything. No lyrics are produced in this phase. PHASE 2 — CHARACTER + SERIES OUTLINE (Triggered only when you say the command) You can activate either: 2A — BUILD CHARACTER AI will ask 5–10 focused questions about:
A Creative Prompt Framework You Can Use to Build Story-Driven Projects (Music, Writing, Branding, Anything)
1 like • Dec '25
@David Darran Great 👍 Thanks. Will do
1 like • Dec '25
@David Darran Do you recommend Music Creator OS (MCOS) ChatGPT Music Studio for someone like me who knows nothing about music except singing in my bathroom to myself?
✅ Guardrails 101 — Copy/Paste Safety Checklist for AI Builders (Non-Tech Friendly)
(Updated) I thought this might be useful because a lot of people want to “build with AI” but don’t have a security background — and safety talk often turns into either fear… or vague theory. This is neither. This is a simple, repeatable checklist you can copy into your project and run every time (like a pre-flight check). If you can follow a recipe, you can follow this. When to run it Run this checklist: - Before you launch - After any new feature - After any security news/alert - Once per month as a quick maintenance habit 🔒 Guardrails 101 (Copy/Paste Template) Project name: Owner (who is accountable): Where it’s hosted (platform): Last checked (date): 1) What are we building? (1–2 lines) - AI feature(s): - What users can do with it: 2) Data & privacy (what touches what) - What data is used? (none / basic / personal / sensitive) - Where is it stored? - Who can access it? Rule: If personal data is involved → minimize it and document why it’s needed. 3) Secrets & access (high priority) - ✅ 2FA enabled on: email / GitHub / hosting / admin dashboards - ✅ API keys stored safely (not in chats, screenshots, or public repos) - ✅ Least access: only people who need it have it - ✅ “Rotate keys” plan exists (where/how) 4) Updates & patching (boring but essential) - Dependencies/framework updated: ✅ / ❌ (date) - Hosting/platform updates: ✅ / ❌ - If a critical alert happens: who patches within 24–48h? 5) Monitoring (can we see problems early?) - Logs enabled: ✅ / ❌ - Alerts enabled for suspicious activity / errors: ✅ / ❌ - Who receives alerts? 6) Abuse & misuse (what could go wrong?) Quick answers: - Most likely misuse case: - Nightmare scenario (1 sentence): “If this goes wrong, the worst thing is…” - How we reduce it (rate limits / permissions / filters): - What we will NOT allow the AI to do: 7) Kill-switch & rollback (must-have) - Can we disable the AI feature quickly? ✅ / ❌ - Where is the “off switch”? - How do we roll back changes?
1 like • Dec '25
@Alya Naters Thank you
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Ling So
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@ling-so-4839
I teach women who are at least 40 years old how to use AI tools to achieve financial freedom, time freedom, and location freedom efficiently

Active 9d ago
Joined Nov 4, 2025
Atlanta, GA USA
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