Opinion & Vision
I Left a PhD to Build the Future Our People Deserve. Here's What I've Learned.
The most dangerous thing AI can do is accelerate assumptions that were already wrong. I've spent fifteen years refusing to let that happen in the Americas and I'm just getting started.
There is a moment I return to often. I was sitting in a Liverpool DBA class, deep in reflection, surrounded by the kind of institutional prestige that is meant to signal arrival. All I could think was this: while I am here, something is being built without the people I care about most in the room.
I walked away from that PhD with clarity and conviction. I had watched my grandfather build a business from poverty, my father become a lawyer defending people others had dismissed, and my mother launch healthcare companies that transformed communities. I come from people who act without waiting for permission. I realized that the most important AI systems of the next decade would come from those who show up first with a clear vision of what these tools are meant to serve.
Why should I ask others for their perspective on what this future should become?
"True equality means enjoying the same freedoms (...) and these are only achieved by acting and thinking in accordance with the will and inclusion of all the groups that make up our society."
— FC Quiles
Back home in Puerto Rico, I founded Emerging Rule in 2015 with a simple and stubborn conviction: a child in San Juan deserves the same quality of personalized AI-driven learning as a child in San Francisco. Over a decade, we built LevelShip, a machine learning platform that adapts to where each student actually is, rather than where a standardized test assumes they should be. That project led to a fellowship at StartEd at NYU Steinhardt. It led to Singularity University at NASA. It led to being named one of Silicon Valley's Top 30 innovators, twice, by Silicon Valley Innovation and Entrepreneurship Forum (SVIEF).
However, recognition was never the goal. Recognition follows when the work is real.
On AI & Power
Here is what the technology industry rarely states plainly: artificial intelligence in the hands of people who have never questioned their assumptions will reproduce the world exactly as it already is, with greater speed and reduced accountability. Every bias baked into a dataset. Every exclusion embedded in a training loop. Every hierarchy carried through a model's outputs and presented back to us as objective truth.
I have spent years building across the Americas, working with governments, industries, and communities throughout the hemisphere, with partners who are no longer with me for various reasons and many who have chosen to stay and see the work through. I have sat in rooms at the Inter-American Development Bank in Washington, at the Americas Business Dialogue, and at the AI for Good Global Summit in Geneva. What I see consistently is that the people most affected by these systems are rarely present when they are designed.
This is a failure of imagination we can choose to correct.
"The most dangerous thing AI can do is make your existing assumptions faster."
— Dismantled
This is why I launched LATAM 4.0, a framework for AI collaboration and resource sharing across Latin America and the Caribbean. This is why GENIA Americas exists as a public benefit corporation, grounded in the belief that purpose and profit can align when the structure is built with intention. This is why I spent years researching what I call the Dismantled Mindset, a theory published through SSRN that explores how AI both disrupts and reinforces existing power structures depending on whose values are encoded at the foundation.
On the Book & the Movement
My book, Dismantled: A Theory of Broken Mindsets, A Blueprint of Infinite Futures, centers on the quality of thinking we bring to technology. It draws on stories from Puerto Rico, Haiti, and Medellín. From Kodak, Blockbuster, and Nokia. From the companies I have built and those that collapsed under the weight of assumptions their leaders never examined.
The central argument is this: much of what limits us as individuals, organizations, and civilizations comes from inherited ideas absorbed before we had the language to question them. When AI amplifies those assumptions at planetary scale, the cost of unexamined thinking compounds daily. The path forward is to accelerate the quality of human thinking that guides the technology.
In the book, I introduce the Perspective Shift Canvas, a framework for identifying the mindsets shaping decisions and replacing them with ones chosen consciously. It sounds simple. It is demanding work. It is essential work.
What I'm Building and Why You Should Join
HUBVERY is rewriting last mile logistics with autonomous drone delivery. The mission centers on underserved communities, but it also demonstrates the commercial potential of an age of AI. It focuses on places where unreliable supply chains represent a structural injustice, and at the same time it expands the possibilities of delivery, supply, and distribution in an age where autonomous systems, the Internet of Things, and robotics transform how goods move. The same technology that delivers luxury goods to wealthy areas within minutes can deliver medicine, food, and essential supplies to communities long excluded from reliable infrastructure..
Emerging Rule continues to build AI powered personalized learning for K 12 students, with a focus on those historically overlooked by traditional systems. GENIA Americas continues expanding its work on AI policy, industrial transformation, and digital equity across the hemisphere, including the GLÁPAGOS platform launched to optimize industrial processes with an equity lens.
I write for WIRED en Español. I contribute to El Nuevo Día. I speak at conferences from Silicon Valley and Washington, to Bogotá, and Washington D.C. to Geneva. The conversation about AI in the Americas is unfolding in real time, and the people who show up consistently with a clear point of view are the ones who shape it.
"The impossible is conquered the moment we identify the problem. I specialize in the impossible."
— Felipe Castro Quiles
I am asking you to consider the questions we choose to pursue. Questions about equity, about who benefits from intelligence, and about what it means to build technology that serves humanity. Asking them together and building together is how they begin to matter.
My grandfather built without venture capital. My mother built without institutional backing. They carried clarity about what needed to be done and the character to act on it. That legacy continues.
The future will be built by those who choose to build it with intention.
Show "them" you are worth the risk, the trust, and the future we can build together. The future won’t build itself. Show up, take action, and help shape a world we all deserve.
