Now, joining me to discuss this via Zoom is Lia Müller Peña, an entrepreneur and strategist working at the intersection of AI, digital assets, and capital markets. Lia is also a founding partner of Artha Institute. Ms. Peña, thank you so much for joining us today.
Hi, thank you so much for having me.
So, first question: AI and digital assets are crossing from speculative bets into core infrastructure. From an investor's standpoint, what signals that the technology has become institutionalized — becoming an allocation point rather than a venture punt?
Yeah, I think the hallmark of institutionalization is really when we move from a venture model to an infrastructural model. Are we in need of more patient capital? Is regulation going to become an incumbent factor in the strategy of the business or not? When we look at those combinations, the UAE has set a really interesting precedent that parallels the US's approach in some ways. So really, it's about whether venture is moving toward needing fundamentally new policy because these are new categories — and whether we're looking at a venture return on a 10-year horizon, or actually an infrastructural build for the next 30 years.
We know that sovereign wealth funds and state actors are now moving faster than private capital on AI and digital infrastructure. Why are they leading, and how should Wall Street read that as a market signal?
I like to call this a transition from the Silicon Valley model — where we look at the innovation, fund it with venture capital, and maybe do the regulatory work afterward. We're seeing this in the US right now: look at how the crypto and blockchain industry has had to fight through the SEC, and now also with the Clarity Act. A lot of it is done postmortem — it's reactive policy.
What we've seen in the UAE and the Gulf region is a more prepared approach. Think of the UAE having a Ministry of AI established 10 years ago already, cascading into building MGX, a $40 billion fund, and leading with an infrastructural model. In the UAE, the strategy is born out of national strategy, and that leads investment to the region — it's viewed as an infrastructural play, meaning there's more coordination and syndication versus the more disjointed model we've seen in the US. I think that preparation is why the UAE will be able to sustain and ultimately own this new capital formation around the requirements that the capex of AI and blockchain will demand over the next 10 years.
Let's talk a bit more about how the cycle is being financed differently. Capital is flowing into compute, data, and energy — not just software. What new capital formation models are emerging to fund infrastructure at this scale, and where does the return actually come from?
Yeah, so to your point — the question right now is not so much who's going to own or innovate the frontier model anymore. The UAE looks at who can actually sustain it infrastructurally, and who owns the different layers — compute, electricity, etc. Those are fundamental to ensuring the models that are built can actually be mass disseminated and institutionalized.
There's speculation about an AI bubble — where does that stand? I think on the valuation side we do have a bit of froth. But the demand-side pricing clearly isn't going to drop. So that's where the return comes from, especially in a world that's changing a lot geopolitically — it's the regions that can provide stability in the infrastructural components like energy, compute, and policy that will sustain these innovations. That's where the return comes from: once you own that stack, and once you own the conversation around policy, you can actually dictate the next 10 years of dissemination as well. It's, in a way, the birth of a new sovereign capital venture model — one that has more patient capital and doesn't have to make the kind of Silicon Valley decisions that are often driven only by shareholder value. This is driven by national strategy and national budgets, so there's more patience to create prudent, long-term infrastructural plays.
Let's talk a bit more about the biggest deals being made right now. They require government, investors, academia, and industry to move together. When that alignment works, what unlocks for capital — and where does it often break?
In terms of where it breaks, I think the traditional models we've seen in the US are causing friction. If we look at the Anthropics of the world — even this week we had the launch of Fable, and then we had the US government essentially pull the strings on that — when you have disjointed incentives and disjointed alignment, it creates friction in the innovation cycle. That's the opposite of what the UAE did: from creating the Ministry of AI, to creating talent visas, to creating MGX as a fund, to now having gigawatts of compute in their investment portfolio — that creates a cohesive, long-term narrative.
When I look at capital formation, it's difficult in the US to see how much your capital depends on actors who can choose to change things at a whim, on policy that doesn't feel cemented, on a Clarity Act that may or may not change things for digital asset players in the region. I think there's a safety in going into regions like the UAE that have decided to do policy first — there won't be the kind of large seismic shifts we just saw with Anthropic earlier this week.
We know the Gulf is allocating on a long horizon while much of the market chases the next quarter. What is that patient capital getting right, and what's the lesson for global investors?
As a technologist myself — someone who straddled AI and data architecture, which is what led me to blockchain — there's this concept of single point of failure. With any investment, I'd want to offset that risk. These longer-term horizons allow for more distributed infrastructure to be built — so that when there's geopolitical tension and data centers are affected, like we've seen recently with tensions in the Middle East, there's a long-term strategy in place that doesn't cause outages or capital loss.
That does require a slow and steady approach, because you're building physical infrastructure as well. I think the pump-and-dump narratives we've seen predominantly around frontier technologies over the past decade are now entering a maturation phase — the stage of institutionalization — and that will continue moving forward. For investors, that's a really interesting signal: if you don't need it to be a short-term investment cycle, and your return on investment can be steady and calm, then think in terms of the layers.
I want to thank you so much for your time, Ms. Peña. I appreciate everything you've said and all the information you've given us.
