AI Gets Easier the More You Use It

Think prompt engineering is the hardest part of AI? Think again. In this episode, we dive into the 'compound effect' of AI usage and the secret feature changing how we interact with chatbots: persistent memory. Discover why the learning curve is temporary and how tools like ChatGPT, Claude, and Gemini actually start learning *you* over time, turning exhausting data entry into seamless collaboration.

Key Takeaways:

• The Learning Curve is Front-Loaded: Prompt engineering matters most on day one.
• Memory is the Game Changer: Major platforms carry context across sessions.
• The Compound Effect: Consistent use builds a relationship with the AI.
• The New Must-Have Skill: Knowing when to deploy AI and building long-term context.

Transcript

Why Prompt Specificity Matters

Memory Turns Tools Into Teammates

The Compound Effect Of Consistent Use

From Prompting To Strategic Deployment

Practical Mindset And Next Steps

SPEAKER_00 0:10

Let me tell you something about AI that nobody really talks about. When you first start using tools like ChatGPT, Claude, or Gemini, uh there's a learning curve. You hear people say things like, you have to learn prompt engineering, and it's all about how you ask the question. And that's true at first, but here's what happens over time: the AI starts learning you. When you're brand new to AI, prompt engineering absolutely matters. The difference between a vague prompt and a well-structured one is night and day. If you type write me a lesson plan, you'll get something generic. But if you say, write a fifth grade science lesson plan on ecosystems using the 5e model, include a hands-on activity and formative assessment, now you're getting something useful. Early on, you're doing a lot of heavy lifting. You know, you're telling the AI your role, your audience, your tone, your format preferences every single time. It's like meeting a new coworker and having to reintroduce yourself at every conversation. It works, but it's exhausting. Now here's where it gets exciting. The major AI platforms, ChatGPT, Claude, Gemini, Perplexity, all have memory features now. That means the AI remembers your preferences, your past conversations, and the context you've built over time across sessions. ChatGPT has arguably the most mature memory system with two layers, saved memory for facts you explicitly tell it, and general memory that builds context over time. Claude just rolled out persistent memory for paid users and it shows you exactly what it remembers, full transparency. Gemini's memory is newer but growing, especially on paid plans. What this means practically is that the AI starts to know things about you. It knows your writing style, it knows you work in education, it knows you prefer concise, actionable outputs. You stop having to explain yourself and you start just collaborating. This is what I call the compound effect of AI usage. Every conversation you have is building a knowledge base, a relationship really, between you and the tool. Your prompts get shorter because the AI already has context. Your outputs get better because the AI understands your preferences, the friction disappears. Think about it like this: Day one, you're writing a five-sentence prompt to get a decent result. Six months in, you're writing one sentence and getting exactly what you need because the AI has learned your patterns, your vocabulary, your standards. Forbes actually noted this shift: that prompt engineering is no longer the most valuable AI skill in 2026. It's evolving. The real skill now is knowing when and where to deploy AI and building that ongoing relationship with the tools so they work smarter for you over time. So here's what I want you to hear. Don't let the learning curve scare you. Yes, you need to learn some basics of prompt engineering to get started, but the more you use these tools, the easier they get. Not because the tools get simpler, but because they get to know you and you get to know them. It's like any great partnership. The first conversation is awkward, but by the hundredth conversation, you're finishing each other's sentences. Start using AI consistently. Be intentional. Let the memory build. And I promise, six months from now you'll wonder how you ever worked without it. That's the real secret. Nobody's telling you about AI. The best time to start was yesterday. The second best time is right now. Stay curious, and I'll see you in the next one.