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The 20% of AI skills that still work in ten years

Most people learning AI stall at level two without ever noticing. Here are the three levels, and the one that makes everything else compound.

The AI University2 min read
The 20% of AI skills that still work in ten years

𝗧𝗵𝗲 𝟮𝟬% 𝗼𝗳 𝗔𝗜 𝘀𝗸𝗶𝗹𝗹𝘀 𝘁𝗵𝗮𝘁 𝘀𝘁𝗶𝗹𝗹 𝘄𝗼𝗿𝗸 𝗶𝗻 𝘁𝗲𝗻 𝘆𝗲𝗮𝗿𝘀.

If I started from zero today, I'd learn only the part that still works in ten years.

𝟭. 𝗣𝗜𝗖𝗞 𝗢𝗡𝗘 𝗠𝗢𝗗𝗘𝗟 𝗔𝗡𝗗 𝗚𝗢 𝗗𝗘𝗘𝗣

→ Master ChatGPT, Claude or Gemini — the core skills transfer between all three.
→ Go deep on one instead of spreading yourself thin across every new tool.

𝟮. 𝗖𝗛𝗢𝗢𝗦𝗘 𝗜𝗧 𝗢𝗡 𝗧𝗛𝗥𝗘𝗘 𝗥𝗨𝗟𝗘𝗦

→ Pay for the paid tier. Free versions quietly cap what you can learn.
→ Match it to your work: ChatGPT for research, Claude for writing and code, Gemini for mixed media and Workspace.
→ Go with the vibes. You learn faster on the tool you enjoy, and memory import makes switching cheap.

𝟯. 𝗖𝗛𝗔𝗡𝗚𝗘 𝗬𝗢𝗨𝗥 𝗗𝗘𝗙𝗔𝗨𝗟𝗧 𝗠𝗢𝗗𝗘𝗟

→ Companies default you to cheaper models to control their costs.
→ Switch to the strongest one your plan allows — it catches nuance and breaks down tasks properly.

𝟰. 𝗦𝗧𝗢𝗣 𝗢𝗕𝗦𝗘𝗦𝗦𝗜𝗡𝗚 𝗢𝗩𝗘𝗥 𝗣𝗥𝗢𝗠𝗣𝗧𝗦

→ These models are good enough now that context beats prompt length and clever tricks.
→ The formula is OC: Outcome plus Context.

𝟱. 𝗙𝗘𝗘𝗗 𝗜𝗧 𝗧𝗛𝗘 𝗥𝗜𝗚𝗛𝗧 𝗖𝗢𝗡𝗧𝗘𝗫𝗧

→ Paste the article explaining push-pull-legs, then ask for a 4-day muscle growth plan.
→ Name proven frameworks out loud: "rewrite this using the pyramid principle."
→ Show real examples of what good looks like, and connect your email, Docs and Slack.

𝟲. 𝗦𝗔𝗩𝗘 𝗜𝗧 𝗜𝗡 𝗣𝗥𝗢𝗝𝗘𝗖𝗧𝗦

→ Store rules, source files and live memory in one place so you stop repeating yourself.
→ Claude calls them Projects. Gemini calls them Gems.
→ A workout project remembers your constraints and adapts when you say you're injured.

𝟳. 𝗖𝗢𝗡𝗡𝗘𝗖𝗧 𝗣𝗥𝗢𝗝𝗘𝗖𝗧𝗦 𝗜𝗡𝗧𝗢 𝗔 𝗦𝗬𝗦𝗧𝗘𝗠

→ Projects are silos. A system reads across them and spots patterns you'd miss.
→ It learns from your feedback, so your workload shrinks instead of growing.
→ Merging checkups, supplements and workouts exposed missing cardio days from cholesterol levels.

𝟴. 𝗣𝗜𝗖𝗞 𝗬𝗢𝗨𝗥 𝗦𝗬𝗦𝗧𝗘𝗠 𝗟𝗔𝗬𝗘𝗥

→ Gemini Spark: beginner friendly, connects Google tools, least control.
→ Claude Cowork: built for non-technical users, more control, some setup required.
→ Claude Code or OpenAI Codex: fully customisable, but you need to code.

𝗧𝗛𝗘 𝗧𝗛𝗥𝗘𝗘 𝗟𝗘𝗩𝗘𝗟𝗦

Level 1 = master one chatbot.
Level 2 = feed it context, then save it.
Level 3 = connect projects into a system.

Build it yourself

Every build on the store ships with its complete source code and the exact Claude prompts that produced it.

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