a16z Podcast: AI, from 'Toy' Problems to Practical Application
a16z Podcast2 Dec 2017

a16z Podcast: AI, from 'Toy' Problems to Practical Application

When you have “a really hot, frothy space” like AI, even the most basic questions — like what is it good for, how do you make sure your data is in shape, and so on — aren’t answered. This is just as true for the companies eager to adopt the technology and get into the space, as it is for those building companies around that space, observes Joe Spisak, Head of Partnerships at Amazon Web Services. “People treat it like magic,” adds a16z general partner Martin Casado.

This magical realism is especially true of AI, because by definition — i.e., machines learning — there is a bit of a “black box” between what you put in and what you get out of it. Which may be fine… Except when you have to completely change the data being fed into that black box, or you’re shooting for a completely different target to come out of it. That’s why, observes Scott Clark, CEO and co-founder of SigOpt, “an untuned, sophisticated system will underperform a tuned simple system” almost every time.

So what does this mean for organizations going from so-called “toy” problems in R&D to real business results tied to KPIs and ROI? In this episode of the a16z Podcast, Casado, Clark, and Spisak (in conversation with Sonal Chokshi) share their thoughts on what’s happening and what’s needed for AI in practice, given their vantage points working with both large companies and AI startups. What does it mean for data scientists and domain experts? For differentiation and advantage? Because even though we finally have widely available building blocks for AI, we need the scaffolding too… and only then can we build something powerful on top of it.

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a16z Podcast: Oculus and the (Mind-Blowing) Reality of Virtual Reality

a16z Podcast: Oculus and the (Mind-Blowing) Reality of Virtual Reality

Up until now virtual reality has been a disappointment for all those people pining for their own personal holodeck. But advances in the components required to create a truly immersive digital 3D experience have finally broken through much of what has been holding virtual reality back. As a consequence, Oculus VR is building something that is nothing short of a new medium. Andreessen Horowitz’s Chris Dixon, Balaji Srinivasan and Gil Shafir discuss the present and future potential of virtual reality. Take heart, the holodeck can’t be far away now.

28 Mars 201412min

a16z Podcast: The Rise of Full Stack Startups

a16z Podcast: The Rise of Full Stack Startups

Suppose you develop a new technology that is valuable to some industry. The old approach was to sell or license your technology to the existing companies in that industry. The new approach is to build a complete, end-to-end product or service that bypasses existing companies. Andreessen Horowitz’s Chris Dixon, Balaji Srinivasan and Benedict Evans discuss the reasons behind, and advantages of, going “full stack.”

27 Mars 201418min

a16z Podcast: Searching for Mobile’s Own PageRank

a16z Podcast: Searching for Mobile’s Own PageRank

The mobile experience is still in its 1995 Yahoo phase, a sea of apps and websites without an easy way to find what you want and need on your smartphone. What will be mobile’s version of PageRank, the algorithm that made the web manageable? What is the interaction model and the form - app, card, URL – that will help us find, explore and engage with people, products and services from our mobile devices? Andreessen Horowitz’s Chris Dixon, Benedict Evans and Balaji Srinivasan delve into the options.

24 Mars 201412min

a16z Podcast: Where is the Technology That "Matters?" Right Here

a16z Podcast: Where is the Technology That "Matters?" Right Here

There is a recurring theme that the tech industry is busy cranking out fluffy social apps rather than hardcore technology. Not the case, say Chris Dixon, Benedict Evans and Balaji Srinivasan. Not only are tech entrepreneurs going after the deficiencies in healthcare, transportation, finance, energy - you name it - with new approaches riding on top of sophisticated technologies, what looks like fluff today often wields some serious influence tomorrow.

21 Mars 201414min

a16z Podcast: The State of the Bitcoin Ecosystem, and a Theory on Satoshi

a16z Podcast: The State of the Bitcoin Ecosystem, and a Theory on Satoshi

Andreessen Horowitz's Chris Dixon and Balaji Srinivasan discuss the state of the Bitcoin ecosystem now that the Mt. Gox dust has settled. What's next in crypto-currency, and a theory on Bitcoin creator Satoshi (not Dorian) Nakamoto.

20 Mars 201415min

a16z Podcast: Apple and Google Won the Mobile OS War, But a New War Has Already Begun

a16z Podcast: Apple and Google Won the Mobile OS War, But a New War Has Already Begun

Apple and Google won the mobile OS war, but the next war – to build big businesses on top of Android and iOS – is just beginning. Andreessen Horowitz Partner Benedict Evans untangles what the next phase of mobile means for entrepreneurs, Apple and Google's competitors, and consumers eager for the next great gadget.

13 Mars 201427min

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