Companies & Culture: What You Do Is Who You Are

"Machine learning is to big data as human learning is to life experience," says Christopher Nguyen, the co-founder and CEO of big data intelligence company Adatao. Sure, but then, what IS big data? (especially as it's become a buzzword that captures so many things)... On this episode of the a16z Podcast, Nguyen puts on his former computer science professor hat to describe 'big data' in relation to 'machine learning' -- as well as what comes next with 'deep learning'. Finally, the former Google exec shares how Hadoop and Spark evolved from the efforts of companies dealing with massive amounts of real-time information; what we need to make machine learning a property of every application (why would we even want to?); and how we can make all this intelligence accessible to everyone. ––– 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.

1 Maj 201527min

If your income can flow from any place on the globe, and you can earn your money on the Internet, the question for individuals and startup teams alike increasingly is: where do I go? In the tech industry the answer more often than not has been Silicon Valley. For many people and companies that is still true, says Sten Tamkivi, CEO and co-founder of Teleport.org, but it’s not a simple binary answer any more. “It’s more a question of when, and how often do you spend time in Silicon Valley?” he says. And of course, why? Quality, cost, and opportunity, those are the key elements to consider when deciding where in the world you want to be when you are starting a career -- and starting a company. In this segment of the pod, Tamkivi relates his own experience as an executive at Skype, and how he thought about its global workforce and what made it work so well. He also describes what he’s learned from starting his own far-flung company Teleport.org, which is in the business of helping people decide where in the world the best place for their career and company is.

30 Apr 201535min

The paradox of security is we pretty much know what we are supposed to do most of the time -- but we don’t do it. If you examine all the recent high profile attacks, somebody in the organization knew something was wrong before it happened. They just didn’t have the ability to escalate the problem, or the ability to raise a flag that people took seriously. The lack of foundational security hygiene is what makes companies vulnerable to relatively mundane attacks, which are far more likely to hit your company than some sophisticated nation-state mounted attack. “There’s this misconception that we can’t defend against these attacks because we can’t deal with the sophistication of the attackers,” says Tanium CTO Orion Hindawi. “In turns out, we should just be doing the good hygiene we’ve all been trying to do for the last 20 years.” In this segment of the a16z Podcast, Hindawi shares how to get your security hygiene right -- not just from a technical perspective, but from a cultural one as well. 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.

29 Apr 201528min

Silicon Valley and the U.S. Department of Defense have had a long history of partnership -- including the government funding R&D that was commercialized by major companies and is now used by people everyday. But lately, there's been a more "commercial" evolution of technology, with both government and startups shifting focus in what they did (and didn't do) before. Where does this leave innovation around big ideas? In this segment of the a16z Podcast, we grabbed a few moments with U.S. Secretary of Defense Ash Carter to hear his thoughts on these and other questions. Including how startups should partner with the government -- one of the biggest IT buyers in the world -- as well as what security areas he thinks are important to work on. And: why he hates GPS.

25 Apr 201515min

When (now) two-year-old startup Zenefits was banned in Utah because it offered its HR management software for free, CEO and co-founder Parker Conrad felt upset, anxious, and scared. Especially because it was a B2B company with a much smaller supporter base: "If you're Uber or Lyft, then you have this built-in constituency using the service and millions of people to complain and go to the mat for you... But man, we make HR software. That's totally unsexy. No one's even going to pay attention to this,” he says. In this episode of the a16z Podcast, Conrad shares how Zenefits went from being banned to the state reversing the ban. As the state governor stated, "Utah is open for business... There are always going to be innovators and disruptors as technology accelerates business growth and we believe government needs to be able to work with these innovators to ensure strong and efficient economic policies and an open marketplace.” Of course, this is just the beginning... ––– 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.

24 Apr 201517min

Bitcoin has not been easy for Wall Street and other traditional financial centers to wrap their collective heads around, let alone take seriously. But that has changed recently, argue authors Michael Casey and Paul Vigna in their book The Age of Cryptocurrency -- How Bitcoin and Digital Currency are Challenging the Global Economic Order. The two Wall Street Journal writers join the a16z Podcast to talk about how far bitcoin has seeped into the Wall Street worldview, and more broadly, into the fabric of the global economy. Casey and Vigna describe the five "stages" of bitcoin conversion from disdain to obsession, and why, with the failings of our financial system still painfully fresh, the bitcoin blockchain could be a tool to help rebuild trust, governance, and faith in the power of currency post-recession. 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.

23 Apr 201522min

It seems like we hear about corporate (not to mention consumer) hacks in the news every week. Is this something new, or just a continuation of old patterns and we just happen to be hearing about it more now? In this segment of the a16z Podcast, longtime security investigative reporter Kim Zetter of Wired -- who also wrote Countdown to Zero Day, the definitive account of Stuxnet, the first digital virus that wrought physical destruction (on a nuclear facility) -- breaks down how hacks happen. What's old (like phishing), what's new (like spear-phishing and ransomware)? How are players around the world -- whether for government or economic espionage -- becoming ever more sophisticated, coordinated, and organized? And what can companies do? Zetter shares her observations on how security models have changed -- for example, from defensive to offensive -- to how she susses out the truth when different players communicate about or claim hacks. (Which is one of the reasons that Zetter questions North Korea's role in the Sony hack...)

18 Apr 201528min

It is something we all face -- the prospect of taking care of a parent (or two) when they can't quite take care of themselves. For Seth Sternberg, part of the founding team of messaging service Meebo (bought by Google) a trip in the car with his mother reinforced the inevitability of her aging. Today it was her driving, but soon how would she manage everything else? For Sternberg, the answer to that question lay in part with technology. How could technology be brought to bear so that his mother -- and other seniors -- might stay in their homes longer and live not just physically satisfying lives, but lives that addressed their emotional well-being as well? The founding Meebo team got back together to build that technology, the backbone of their new company Honor. In this segment of the pod Sternberg and co-founder Sandy Jen discuss how technology needs to disappear into a human experience -- becoming something that isn't about the shiny and new, and more about human interaction. Also, after such a successful run at Meebo why torture themselves with building some new? The answer is exactly what you would hope.

10 Apr 201521min