The Ledger
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Rangwalla: Private AI leaders are breaking into the global top 25
“Private companies that are breaking into pretty much the top 25 in the world before they even go public. It's an unprecedented time, but I think that's what makes AI so exciting, is that you have these private companies that are capturing so much value and so …”
Rangwalla: AI buildout is hindered by unprecedented simultaneous bottlenecks across sectors
“I mean, it's, I've never seen so many bottlenecks at the same time, and I think that is what makes it so hard, because if it's just one vertical slice that's the bottleneck, you can say, okay, well, if they put enough dollars in, they'll be able to solve the b…”
Rangwalla: AI Gives Top Developers 2x to 3x Productivity Gains
“Even if you listen to the top coders and the top developers, they say increase in productivity is like two X, three X, and so most companies, at least in the technology world, you're not you're not limited by the you're not limited in terms of what you're able…”
Rangwalla: Token Economy Quantifies AI Decisions Unlike Human Intelligence
“And so the token economy, when people talk about it is really the proliferation of agents and decisions made by artificial intelligence. And those decisions can actually be quantified in a number of tokens. And so it's like very different than human intelligen…”
Rangwalla: AI Efficiency Breakthroughs Will Drive Adoption via Jevons Paradox
“If let's say that the deep seek moment that happened you know, last year, another moment like that happens where someone figures out a model that can do all the calculations with less power, less Semiconductors, less memory, all of that. If that happens, it is…”