Ash Fontana, managing partner at Zetta Venture Partners, discusses industry selection frameworks for artificial intelligence applications.
0:00 / 0:43exact quote · 43.5s
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“You want to work in industries where the payoff is really high. So I think of like convex and concave payoffs, where if you get it right, it's really valuable to you. But if you get it wrong, it doesn't really matter. So again, going back to medical use cases, if you get it right, okay, people say, thanks, I'm out, I'll check out a hospital now. If you get it wrong, someone dies. Thinking about sales and marketing use cases, if you get it wrong, it doesn't really matter. People waste a bit of time. If you get it right, that's a new sale, and that's some cash in your pocket. Same with financial markets. Like, if you get it right, it's cash in your pocket. If you get it wrong, alright, whatever, we're doing another trade in another microsecond. So, we think about industries where, that have that very convex payoff curve from using technology.”
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More from Ash Fontana
PredictionNot checkable as stated
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“And we met, and we just had this mind meld around, like, this next era of computing, and that is, all systems, all software will become intelligent software.”
Ash FontanaOct 28, 2019▶ 15:39Ash Fontana – Investing in Artificial Intelligence at Zetta Ventures (First Meeting, EP.11)
PredictionNot checkable as stated
Fontana: Future AI ensembles will discover knowledge beyond human comprehension
“And what's really gonna happen in that era, which we're sort of starting now, is You get an ensemble of AI techniques, so you might have like a Bayesian system and a neural network and a bunch of other stuff that work in concert together to understand a system…”
Ash FontanaOct 28, 2019▶ 22:43Ash Fontana – Investing in Artificial Intelligence at Zetta Ventures (First Meeting, EP.11)
Insight
Fontana: Early-Stage AI Investing Is Effectively Value Investing
“You could actually think of what we do as value investing in a way, because what we do is we price the risk that a company can actually generate this really valuable prediction. And when we meet a company, they're probably at 30 to 50% accuracy on a model, whi…”
Ash FontanaOct 28, 2019▶ 31:01Ash Fontana – Investing in Artificial Intelligence at Zetta Ventures (First Meeting, EP.11)
“And so, our investors don't have to hold a belief that we're extraordinary pickers that can predictably find companies in their very, very long tail of the power law distribution. We hope we do that, but they don't have to believe that up front if your fund si…”
Ash FontanaOct 28, 2019▶ 56:10Ash Fontana – Investing in Artificial Intelligence at Zetta Ventures (First Meeting, EP.11)
Disclosure
Fontana: Why Zetta Ventures Avoids Healthcare AI Investments
“We've stayed away from a lot of applications of current AI technologies to healthcare, because when it goes wrong, it's really catastrophic, and it will go wrong. But we've moved towards a lot of applications to it in industry, like, again, in manufacturing an…”
Ash FontanaOct 28, 2019▶ 25:05Ash Fontana – Investing in Artificial Intelligence at Zetta Ventures (First Meeting, EP.11)
AssertionSupported
Fontana: Europe produces more AI research than the US or China
“There's more AI research coming out of Europe than anywhere in the world. More than the US, more than China.”
Ash FontanaOct 28, 2019▶ 28:57Ash Fontana – Investing in Artificial Intelligence at Zetta Ventures (First Meeting, EP.11)
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