How to Adopt the AI Wave vs Drowning Under It: Concluding Thoughts

Concluding our Primer (for now……)

We’ve traveled across decades of human habit, through historical resistance to change, across generational gaps in technology comfort, and into the fast-moving waters of today’s AI surge. If you’re still with me, then congratulations — you’re already doing what many haven’t: actively adapting.

I hope you have thoughts, questions, emotions, and a moment of deep retrospection thinking about some of what you read here.

This wasn’t just a guide to “using AI.” It was a mindset reset — a call to break free from old paradigms, to shift from passive user to proactive co-creator in the age of intelligent machines. If it makes you uncomfortable, you’re not alone. But don’t stop – keep going – because AI isn’t going to stop and wait for us all to catch up.

Let’s land this plane then (autopilot on, of course) by recapping what really matters.

- Whether you’re a company leader, founder, or individual contributor, AI is already shaping the future of your job, industry, and daily experience. Ignoring it is like ignoring the internet in the 1990s — a decision that won’t age well.

- Companies must become “superflexible” and diving into the strategic framework of Drs. Bahrami and Evans is a good start - organizationally modular, strategically adaptive, and culturally courageous is how you win here.

- Startups must be AI-native — building faster, smarter, and with embedded intelligence in every function.

- Individuals must become AI-fluent — not technical wizards, but articulate thinkers who speak the language of prompts and workflows.

- There’s always an “adoption buffer.” History shows that humans resist, delay, question, and then accept when conditions are right. But AI isn’t waiting around for social consensus. The pace of adoption is accelerating, and so must our capacity to adapt and make sure we have a clear sense of what AI is, where it’s going, and how to best leverage it.

It’s not just about new tools. It’s about new ways of thinking:

- From linear to exponential.

- From “I do it all” to “I orchestrate it all.”

- From fearing replacement to engineering augmentation so you’re working as an AI native

The whole concept of “vibe coding” captures this. You don’t wait to be ready. You start messy. You build with the machine. You learn as you go. You’re never building alone.

Where We Could Be Headed

Let’s look forward, not with hype goggles, but with informed optimism.

Near-Term (Next 1–2 years)

- AI agents will become embedded in daily workflows across every sector.

- AI fluency will become a standard job expectation, even outside of tech.

- Most apps will have AI baked in — not as a feature, but as a foundation.

- AI adoption will define competitive advantage — in companies, careers, and countries.

Mid-Term (3–5 years)

- Co-pilots will evolve into full collaborators: systems that don’t just assist but initiate.

- Personalized AI assistants (“myGPTs”) will know your habits, values, and goals.

- Agent ecosystems will replace traditional apps — tasks will be orchestrated, not clicked.

- AI-native orgs will drastically outperform their AI-awkward counterparts.

Long-Term (5–10 years)

- AI may become the infrastructure for how society functions: learning, governing, working.

- Entirely new jobs, industries, and institutions will emerge — shaped around symbiotic intelligence.

- The question won’t be “Is this AI-powered?” but “How does the human fit into this loop?”

- The arrival of AGI (Artificial General Intelligence) will force profound reflection on ethics, control, and purpose — but also unlock possibilities beyond imagination.

This guide isn’t your surfboard – rather, it’s your ability to understand, leverage, and harness AI that will keep you on top of the surf. I hope this is just the start, as it’s incomplete but was designed to be the first word of the first sentence on a new chapter you can begin writing yourself with the help of AI to work alongside you.

You’ve now seen:

- How companies can ride that wave with strategy, and what framework to start using.

- How startups ride it with speed, as they adapt to what’s coming with the “Digital Worker”.

- How individuals ride the wave as an AI native, leveraging it in whatever way matters most for what you do.

- How creators can begin riding that wave by vibe-coding new things into the world, and the capability of AI beyond the chatbot.

If nothing else, I hope this helped you realize you are not behind. You’re not too late, and you’re not required to be technical to leverage this. It’s a mindset shift, not a technical one, to begin leveraging AI effectively.

The future is not being built without you (yet…..)

You can be a part of what’s coming, building this future — one prompt, loop, and decision at a time.

So breathe. Relax. Paddle out. Treat it like working out, you don’t have to be an athlete, but we all need to get out for a walk – it’s going to be as crucial to functioning in business with what’s to come as exercising is for staying healthy. The more you use it, the more “muscle” you grow which only makes it easier as you progress.

The next wave is coming.

And you?

You’re ready for it, so grab a surfboard and start paddling out to it!

Click below for the other chapters

Introduction: A Company Strategy for AI: How companies develop a strategy to leverage AI, and change in a way that maximizes AI effectively

Chapter 1: A Company Strategy for AI: How companies develop a strategy to leverage AI, and change in a way that maximizes AI effectively

Chapter 2: Use AI (more) effectively as a Startup: How startups begin to leverage AI and avoid turning into a failed science project

Chapter 3: Becoming an AI Native: How individuals leverage AI, and become an “AI Native”

Chapter 4: Vibe Coding your first AI project: How you (yes YOU) can build your first AI app, and get more comfortable with what AI can beyond ChatGPT