Securing the Black Box: OpenAI, Anthropic, and GDM Discuss
a16z Podcast6 Maj 2024

Securing the Black Box: OpenAI, Anthropic, and GDM Discuss

Human nature fears the unknown, and with the rapid progress of AI, concerns naturally arise. Uncanny robocalls, data breaches, and misinformation floods are among the worries. But what about security in the era of large language models?

In this episode, we hear from security leaders at OpenAI, Anthropic, and Google DeepMind. Matt Knight, Head of Security at OpenAI, Jason Clinton, CISO at Anthropic, and Vijay Bolina, CISO at Google DeepMind, are joined by Joel de la Garza, operating partner at a16z and former chief security officer at Box and Citigroup.

Together, they explore how large language models impact security, including changes in offense and defense strategies, misuse by nation-state actors, prompt engineering, and more. In this changing environment, how do LLMs transform security dynamics? Let's uncover the answers.

Resources:

Find Joel on LinkedIn: https://www.linkedin.com/in/3448827723723234/

Find Vijay Bolina on Twitter: https://twitter.com/vijaybolina

Find Jason Clinton on Twitter: https://twitter.com/JasonDClinton

Find Matt Knight on Twitter: https://twitter.com/embeddedsec

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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.

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New Business Models for Gaming, Collaboration, Creativity

New Business Models for Gaming, Collaboration, Creativity

The combination of cloud, social, and mobile took gaming beyond a small base of just console- and PC-gamers to a massive player base. But the underlying business model -- the concept of "free-to-play", built on top of games-as-a-service -- may have been the real innovation that led us to the global gaming phenomenons we have today.Unfortunately, observes gaming veteran Kevin Chou -- who's seen it all when it comes to tech platform shifts and gaming as a longtime gamer, founding CEO of Kabam, and now founder and CEO of Forte -- there is "a dark side" to free-to-play: Game developers have to balance the gamers who aren't paying with those who are, and especially those who are paying a helluva lot more (the whales) in order to make money and keep the game going. This balance becomes incredibly challenging over time; it is, quite frankly, a lopsided economy. The players will leave: The incentives between game publishers and players are simply not aligned.Yet what if we could re-align those incentives -- really, the economic relationships -- between game publishers/developers; players and guilds and clans; those who create on top of games (like on Roblox and Minecraft); those who trade and otherwise transact both inside and outside games (it's already happening in secondary markets and gold farms). We could do this in a more balanced way, thanks to blockchain technology and cryptoeconomic business models -- leading to thriving gaming economies with better monetization and deeper engagement, as well as new forms of collaboration, community, and creativity.But smart contracts, cryptoeconomies, security, etc. is hard for gamers who just want to focus on designing the best game, so how do we get here? Chou shares his thoughts in this episode of the a16z Podcast with Sonal Chokshi and general partner Chris Dixon. In gaming (and in fact, with other tech trends too), innovation happens when there's a combination of new devices, new technology platforms, and new delivery mechanisms... but it's the business-model innovations, argues Dixon, that tend to create the most startup opportunities.image: battle scene from Eve Online, a game with an economy (via Forte.io)---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.

28 Sep 201942min

16 Minutes on the News #9: All the Recent Phone Hacks

16 Minutes on the News #9: All the Recent Phone Hacks

This is episode #9 of our news show, 16 Minutes, where we quickly cover recent headlines of the week, the a16z way -- why they’re in the news; why they matter from our vantage point in tech -- and share our experts’ views on the trends involved.This week we do a short but deep dive to tease apart the FUD from the facts on all the phone hacks of late (also, arguably, one of the worst years on record for certain device manufacturers) -- given the following news:Just this week, the FBI’s Cyber Division released a notification to private industry on “Cyber Criminals Use Social Engineering and Technical Attacks to Circumvent Multi-Factor Authentication”;Last week, a telecom security firm reported a vulnerability called “Simjacker” where SMS containing spyware-like code "takes over" a phone's SIM card in order to retrieve and perform sensitive commands, regardless of platform or device;Over the past month, Google and Apple have been going back and forth over a post the former released, “A very deep dive into iOS Exploit chains found in the wild”, where a small collection of hacked websites were using iPhone zero-day vulnerabilities to target China's Uyghur Muslim community (though Google is not the one who revealed the specific websites, Apple did confirm it in their response a week later) -- what do we make of this exchange; of the fact that zero-day hacks are now more expensive on Android than on Apple; and of Apple's ethos when it comes to a third-party ecosystem for security?Finally, how should we think about phone authentication overall when it comes to security, and what can we do to secure ourselves? Our a16z experts -- general partner Martin Casado and former chief security officer/ operating partner for security Joel de la Garza -- share their thoughts on all this and more with host Sonal Chokshi, in this episode of 16 Minutes.---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 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 a16z.com/disclosures for additional important information.

23 Sep 201919min

a16z Podcast: The Biology of Pain

a16z Podcast: The Biology of Pain

What is the nature of physical pain? Why do we even experience it? Is there one type, or many? Do people experience pain differently? What is happening in our brains and our bodies when we experience pain? What is the biological link between pain and addiction? In this episode Clifford Woolf, Professor of Neurobiology at Harvard Medical School and a renowned expert on understanding pain, shares with with a16z's Hanne Tidnam all we know about the biology of pain. Technology is enabling a new, deeper, and much more complex understanding of pain—which pathways and neurons are activated in the brain when, what patterns might represent which experiences of pain. We now understand that the notion of pain as a simple switch that can be switched on or off (you have pain/you don't have pain) and measured by categories like mild, moderate, or severe is just incorrect. Woolf describes the 4 different broad types of pain we in fact experience, what the purpose of each is, and what it means now that we can phenotype them and begin to understand them as distinct. Now that we have this deeper and much more complex understanding of pain, what does it mean for how we can treat pain in the future, and where we can intervene?

17 Sep 201936min

16 Minutes on the News #8: Apple Camera, Services; Wearables - Where are We

16 Minutes on the News #8: Apple Camera, Services; Wearables - Where are We

with @benedictevans @vijaypande and @smc90 This is episode #8 of our news show, 16 Minutes, where we quickly cover recent headlines of the week, the a16z way -- why they're in the news; why they matter from our vantage point in tech -- and share our experts' views on these trends. This week we cover, with the following a16z experts: Apple's latest event announcing new products and services across mobile, TV, and gaming; where is (and isn't) innovation happening, and what's next -- with a16z's Benedict Evans; wearables and health trackers such as Fitbit supplying services to the government of Singapore, and what it means for the hype vs. reality of the current trends of wearables (and "the quantified self"); going beyond counting steps to clinical applications and detecting comorbid conditions; strong vs. weak technologies and how to pay beyond fee-for-service to fee-for-value; and where does this all fit in a sensor-ified future? -- with a16z bio general partner 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.

16 Sep 201920min

a16z Podcast: How to Pay for Healthcare Based on Health

a16z Podcast: How to Pay for Healthcare Based on Health

There's been a lot of talk about the need for our healthcare system to shift away from volume and fee-for-service, where you pay by appointment, procedure, etc, to value-based care, where you pay for both quality and outcomes—essentially, good health. But there's also been a real dearth of seeing how that might work in action, or concrete models for how to implement it at scale. In this episode, CEO of Blue Cross Blue Shield North Carolina Patrick Conway dives deep into how exactly we can make the move towards this kind of healthcare a reality, in conversation with a16z's General Partner Jorge Conde, Venkat Mocherla and Hanne Tidnam.Conway—also a pediatrician, and formerly Deputy Administrator at the Centers for Medicare and Medicaid Services (CMS) and Director of the Center for Medicare and Medicaid Innovation (CMMI)—gets into what value-based care really means; different ideas for how payors can implement the shift away from fee-for-service and volume-based care towards outcomes; as well as the critical role social determinants (food insecurity, transportation, and more) play in our health—and how tech can be a driver of change. And finally, Conway shares thoughtful analysis from an insider’s point of view from the Hill on how to actually effect change in policy and regulation in healthcare to move the entire system in this direction.This podcast was recorded on April 10, 2019. As of September 25, 2019, Patrick Conway is no longer CEO and President of Blue Cross Blue Shield North Carolina.

6 Sep 201936min

The Hustler's Guide to the Hair Business

The Hustler's Guide to the Hair Business

with @bhorowitz @shakasenghor @diishanimira @therealritabee Hustlin’ Tech is a new show (part of the a16z Podcast) that introduces the technology platforms -- and mindsets -- for everybody and anybody who has the desire, the talent, and the hustle to do great things. Read more about it here.  Episode #3, "The Hustler's Guide to the Hair Business" features Diishan Imira, CEO and co-founder of Mayvenn, a technology company re-shaping salon retail distribution; Sherita (SherriAnn) Cole, who uses Mayvenn for her hair stylist business -- both interviewed by Ben Horowitz and Shaka Senghor. "Can you fit in this box? You always have to fit in a box, and for the first time in a life, it's like I didn't have to fit in anyone's box, and I could create my own box -- maybe it's not a box, maybe it’s a star shape." music: Chris Lyons

6 Sep 201940min

The Hustler's Guide to Getting Paid

The Hustler's Guide to Getting Paid

with @bhorowitz @shakasenghor ram @earnin & vaughn ferguson Hustlin’ Tech is a new show (part of the a16z Podcast) that introduces the technology platforms — and mindsets — for everybody and anybody who has the desire, the talent, and the hustle to do great things. Read more about it here. Episode #2, “The Hustler’s Guide to Getting Paid” (early, but actually, on time) features Ram Palianappan, CEO and founder of Earnin, which allows workers to access their pay instantly with no fees or interest; Vaughn Ferguson, who uses Earnin to avoid overdraft fees or payday loans -- both interviewed by Ben Horowitz and Shaka Senghor. "Just knowing that more people are really using these things that are out there, to their advantage and not their detriment." music: Chris Lyons

6 Sep 201930min

The Hustler's Guide to Preschool

The Hustler's Guide to Preschool

with @bhorowitz @shakasenghor @8ennett & sherie james Hustlin’ Tech is a new show (part of the a16z Podcast) that introduces the technology platforms -- and mindsets -- for everybody and anybody who has the desire, the talent, and the hustle to do great things. Read more about it here.  Episode #1, "The Hustler's Guide to Preschool" features Chris Bennett, CEO and co-founder of Wonderschool, a network of modern early education programs that helps both parents and teachers to start and manage early childhood education centers; Sherie James, who uses Wonderschool to operate her own in-home preschool and daycare -- both interviewed by Ben Horowitz and Shaka Senghor, live at the 25th Anniversary Essence Festival Global Economic Black Forum in New Orleans. music: Chris Lyons

6 Sep 201937min

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