Stop Building for Today. It Is Already Too Late.
The only way to win with AI is to aim at a future that does not exist yet.
Every technology, when it first arrives, is used to solve old problems. Only later does it create the conditions for entirely new ones. AI is no different. We are living through the first phase right now, and the second is already being built .
Phase One: The Cost Reduction Era
Most companies today are using AI to automate existing workflows and cut costs. We ask AI to use our computers, submit forms, and navigate graphical user interfaces that were originally designed for human eyes. This is the dominant use case today. Value creation through AI is still rare, mostly concentrated at the foundation model layer where companies like OpenAI and Anthropic are finding strong product-market fit by providing the core tools.
This phase is real and necessary, but it is fundamentally temporary. The old paradigm is the launchpad, not the destination. Eventually, the focus will shift from merely reducing the cost of old processes to generating entirely new forms of value.
The New Paradigm: Build for the Future, Not the Ceiling
The rules of the game are changing. GUIs built for humans are inefficient and wasteful for AI. Agent-facing interfaces, new interaction models, and entirely new problem categories are emerging.
We see this shift happening in real time. He Xiaopeng scrapped billions in legacy architecture to bet entirely on end-to-end AI for autonomous driving. The founders of Manus waited for the right model from Anthropic before launching their product, knowing their vision required future capabilities. As Garry Tan, the CEO of Y Combinator, points out, the only true failure mode is staying stagnant. The wave is moving, and it will not wait for those who are fixated on the present.
Leaders do not optimize for today’s constraints; they aim at tomorrow’s capabilities. Innovation is simply belief aimed at the future. If everyone focuses only on what works right now, true innovation becomes impossible.
AI as the Great Equalizer (and Its Shadow)
AI is rapidly lowering the barrier to building. We are entering an era where business logic matters far more than technical fundamentals. You do not need to know how every specific function of a coding language works if you understand the architecture, the workflow, and the problem you are trying to solve. Anyone who asks the right questions can build.
But this equalizer cuts both ways. While it empowers many, it also widens the gap between those who think clearly and those who do not. Those who are curious and driven will compound their advantage. It is the Matthew Effect in action: “For whoever has will be given more, and they will have an abundance.“
Conversely, those who outsource their thinking risk losing the very agency that makes them human. If we rely entirely on AI without understanding our own principles, we risk becoming dependent on the systems we built. The equalizer only works if you stay awake to it.
Which Future Are You Going Back To?
The future is not predetermined. It is whatever you prioritize building toward.
God has given every person creativity, curiosity, and the capacity to ask profound questions. AI, at its best, is a tool that liberates people to use those gifts more fully. When we spend less time on busy work, we have more time to create, to learn, and to seek the true meaning of life.
The wave is moving. The question is not whether to engage with it, but which future you are building toward, and whether that future is worthy of the gifts you have been given.
Which future are you excited to go back to?
Till next time, Cheers!
Previous column articles can be found here:
https://newsletter.ownlyagent.com/t/teacolumn