The Cool Stuff Only Happens at Scale
a16z Podcast5 Juni 2015

The Cool Stuff Only Happens at Scale

Distributed computing frameworks like Hadoop and Spark have enabled processing of "big data" sets -- but that's not enough for modeling surprise/rare "black swan" or complex events. Just think of scenarios in disaster planning (earthquakes, terrorist attacks, financial system collapse); biology (including disease); urban planning (cities, transportation, energy power grids); military defense ... and other complex systems where unknown behaviors and properties can emerge.

They can't be modeled based on (by definition impossible) limited data. And parallelization for this is hard. But what if companies and governments could answer these seemingly impossible questions -- through simulations? Especially ones where we can directly merge in knowledge and cues from the real world (sensors, sensors everywhere)? CEO of Improbable Herman Narula and Stanford University professor-in-residence at a16z Vijay Pande discuss this and more with Chris Dixon in this episode of the a16z Podcast. And as Herman says, "the cool stuff only happens at scale".

The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation.

This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments and certain publicly traded cryptocurrencies/ digital assets for which the issuer has not provided permission for a16z to disclose publicly) is available at https://a16z.com/investments/.

Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

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How We Podcast

How We Podcast

"Hi everyone, welcome to the a16z Podcast..." ... and welcome to our 500th episode, where, for the first time, we reveal behind-the-scenes details and the backstory of how we built this show, and the broader editorial operation. [You can also listen to episode 499, with head of marketing Margit Wennmachers, on building the a16z brand, here.]We've talked a lot about the podcasting industry, and even done podcasts about podcasting, so for this special episode, editor-in-chief and showrunner Sonal Chokshi reveals the how, what, and why in conversation with a16z general partner (and guest-host for this special episode) podcasting fan Connie Chan. We also answer some frequently asked questions that we often get (and recently got via Twitter), such as:how we program podcastswhat's the process, from ideas to publishingdo we edit them and how!do guests prep, do we have a scripttechnical stack...and much more. In fact, much of the conversation goes beyond the a16z Podcast and towards Sonal's broader principles of 'editorial content marketing', which hopefully helps those thinking about their own content operations and podcasts, too. Including where podcasting may be going.Finally, we share some unexpected moments, and lessons learned along the way; our positions on "tics", swear-words, and talking too fast; failed experiments, and new directions. But most importantly, we share some of the people behind the scenes who help make the a16z Podcast what it was, is, and can be... with thanks most of all to *you*, our wonderful fans!

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Brand Building Ideas… and People

Many technical founders, academics, and other experts often believe that great products -- or great ideas! -- sell themselves, without any extra effort or marketing. But in reality, they often need PR (public relations).The irony is, most of the work involved in PR is actually invisible to the public -- when it works, that is -- and therefore hard for those from the outside to see let alone understand. So how does such brand-building really work? In this 10-year anniversary episode of the a16z Podcast (and our 499th episode), a16z operating partner Margit Wennmachers shares the case study of her work at The Outcast Agency (which she co-founded) and of building the a16z brand (where she heads marketing and was the first and one of the earliest hires).What's the backstory there? What's the backstory behind some of the most popular media stories and op-eds -- like "software is eating the world" -- and what can it teach us about how PR and brand-building works in practice? Because -- like many software companies -- the product is so abstract, and not something you can physically touch, what kind of subtle decisions and tactics big and small does it take? Answering some frequently asked questions (in conversation with editor in chief Sonal Chokshi) that we often get around how things work, Wennmachers reveals (just some;) of the details behind the scenes. Given that technology is all about disintermediating "brokers" in the middle, will tech one day replace PR? And finally, what's the hidden Silicon Valley network mafia that NO one talks about?

20 Nov 201935min

Come for the Games, Stay for the Party

Come for the Games, Stay for the Party

The games industry is in the midst of a tectonic shift. Powered by platform convergence, games-as-a-service, and user-generated content, modern video games—what we call next-generation games—are unlike anything we've seen before. In the past decade, gaming has grown from a niche hobby into a global, culture-defining phenomenon.Not only are the games themselves becoming increasingly immersive, the way we develop and discover them has fundamentally changed. In contrast to the hits-driven business model of the past, now games are shaped in real time by player feedback. And thanks to the rise of influencer gamers, the experience of finding new games has become organic and social.In this episode, a16z general partner Andrew Chen, deal partner Jon Lai, and host Lauren Murrow discuss how gaming is dominating not only the entertainment industry, but also pop culture at large. (Why can't we quit you, Untitled Goose Game?!) Andrew and Jon share how they think about emerging technologies in the space, as well as the features they look for in next-gen games and game developers.

2 Nov 201922min

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AI in B2B

Consumer software may have adopted and incorporated AI ahead of enterprise software, where the data is more proprietary, and the market is a few thousand companies not hundreds of millions of smartphone users. But recently AI has found its way into B2B, and it is rapidly transforming how we work and the software we use, across all industries and organizational functions. In this episode, Das Rush interviews Oleg Rogynskyy, founder of People.ai, an AI platform for sales and marketers, and Peter Lauten from the a16z Enterprise investing team about what the rise AI in B2B means for enterprises, workers, and startups. They explain why AI provides a strong first mover advantage to enterprises that adopt it early; how it can automate lower level tasks, maximize our focus, and, ultimately, make our work more meaningful; and for startups, they provide a playbook for seizing the next AI opportunity.

24 Okt 201924min

Free Software and Open Source Business

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Today, despite the critical importance of open source to software, it’s still seen by some as blasphemous to make money as an open source business. In this podcast, Armon Dadgar, Cofounder and CTO of HashiCorp; Ali Ghodsi, CEO of Databricks; and a16z General Partner Peter Levine explain why it's necessary to turn some open source projects into businesses.They also cover the most important questions for open source leaders to answer: How do you keep community engaged while building a business? What new opportunities does SaaS (software-as-a-service) present? And if you are a SaaS business, how should you approach cloud service companies, like Amazon Web Services (AWS)?

21 Okt 201935min

Of Emojis and Innovation

Of Emojis and Innovation

This rerun podcast (first recorded in 2015, now being rerun as one of our evergreen classics/ favorites) -- is ALL about emoji. But it's really about how innovation really comes about: through the tension between open standards vs. closed/ proprietary systems; the politics of time and place; and the economics of creativity, from making to funding.So yes, this podcast is all about emoji. But it's also about where emoji fits in the taxonomy of social communication, and why that matters -- from making emotions machine-readable to being able to add "limbic" visual expression to our world of text. And if emoji is a language, why can't we translate it; why so ambiguous?? How do emojis work, both technically underneath the hood... and in the (committee) Room Where It Happens?Joining this episode are former VP of Data at Kickstarter Fred Benenson (and the man behind 'Emoji Dick'); and former New York Times reporter and current Unicode Emoji subcommittee vice-chair, Jennifer 8. Lee (and one of the women behind the dumpling emoji) -- in conversation with Sonal Chokshi.image: Yiying Lu (@yiyinglu)

15 Okt 201938min

The Environment, Capitalism, Technology

The Environment, Capitalism, Technology

It used to be that the only way for humanity to grow -- and progress -- was through destroying the environment. Sure, the Industrial Revolution brought about the growth of our economies, our population, our prosperity; but it also led to our extracting more resources from the planet, more pollution, and some nightmarish human conditions as well. But is this interplay between the two -- of human growth vs. environment, of protection vs. destruction -- really a zero-sum game? Even if it were true in history, is it true today? How about for developing economies around the world today -- do they have to go through an extractive phase first before entering a protective one... or can they skip that phase altogether through better technology (the way they leapt to mobile)?And if capitalism is not responsible for environmental degradation, than who or what is? Where does technology come in, and where doesn't it -- if you believe we already have the answers to saving the environment? Marc Andreessen and Sonal Chokshi interview MIT economist Andrew McAfee about all this and more, given his new book, More from Less: The Surprising Story of How We Learned to Prosper Using Fewer Resources -- and What Happens Next.So what does happen next? From nuclear power to dematerialization to Tesla and the next cleantech revolution (or not), this episode of the a16z Podcast brings a different perspective to an important discussion around taking care of our planet... and also ensuring human progress through the spread of human capital and technology. image: Kevin Gill / Flickr

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16 Minutes on the News #10: Amazon Healthcare, Oculus VR/AR, Google Quantum Supremacy?

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Our news podcast, 16 Minutes -- where we quickly cover the top headlines of the week, the a16z way (why are these topics in the news; what's real, what's hype from our vantage point of tech trends) -- is now only available as its own show feed, separately from the main a16z Podcast... so be sure to subscribe wherever you get your podcasts if you want our weekly news & tech take!This is the tenth episode of the show, and this week we cover a variety of topics with the following a16z experts:Amazon Care healthcare news this week that they're now providing a virtual medical clinic for employees, initially in Seattle, using telemedicine and in-home visits; what does their delivering healthcare actually mean for both incumbents and startups... and the future of medicine? -- with Julie Yoo and Jorge CondeOculus Connect 6, Facebook's annual developer event, where there were a number of announcements about devices, content, and more that could be key to the evolution of virtual reality (VR) and augmented reality (AR) -- with Chris DixonGoogle quantum supremacy claim, as shared in a paper with/via NASA; what's fact, what's fiction about it; what does it actually mean (or not mean) for cryptography and other applications; and where are we, really, in quantum computing? -- with Vijay Pande...hosted by Sonal Chokshi.---The views expressed here are those of the individual AH Capital Management, L.L.C. (“a16z”) personnel quoted and are not the views of a16z or its affiliates. Certain information contained in here has been obtained from third-party sources, including from portfolio companies of funds managed by a16z. While taken from sources believed to be reliable, a16z has not independently verified such information and makes no representations about the enduring accuracy of the information or its appropriateness for a given situation.This content is provided for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. You should consult your own advisers as to those matters. References to any securities or digital assets are for illustrative purposes only, and do not constitute an investment recommendation or offer to provide investment advisory services. Furthermore, this content is not directed at nor intended for use by any investors or prospective investors, and may not under any circumstances be relied upon when making a decision to invest in any fund managed by a16z. (An offering to invest in an a16z fund will be made only by the private placement memorandum, subscription agreement, and other relevant documentation of any such fund and should be read in their entirety.) Any investments or portfolio companies mentioned, referred to, or described are not representative of all investments in vehicles managed by a16z, and there can be no assurance that the investments will be profitable or that other investments made in the future will have similar characteristics or results. A list of investments made by funds managed by Andreessen Horowitz (excluding investments for which the issuer has not provided permission for a16z to disclose publicly as well as unannounced investments in publicly traded digital assets) is available at https://a16z.com/investments/.Charts and graphs provided within are for informational purposes solely and should not be relied upon when making any investment decision. Past performance is not indicative of future results. The content speaks only as of the date indicated. Any projections, estimates, forecasts, targets, prospects, and/or opinions expressed in these materials are subject to change without notice and may differ or be contrary to opinions expressed by others. Please see https://a16z.com/disclosures for additional important information.

30 Sep 201922min

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