Jan 2, 2019 · 40m · a16z

a16z Podcast | Software Programs the World

Marc Andreessen · 17m spoken Ben Horowitz · 15m spoken Sonal Chokshi · 2m spoken Scott Cooper · 2m spoken
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Andreessen Horowitz co-founders Marc Andreessen and Ben Horowitz discuss the announcement of their fifth venture fund, reflecting on technological shifts, the rise of AI, cloud simulation, life sciences, SaaS, and strategic advice for scaling startups.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. The host holds 7.7% of the talking time here. How this is scored →

The host as informed peer 4.0 Guest teaching 5.6 Guest disagreement 1.9 The host pushing back 3.3
05100:0015:0030:000:00–4:24 · The host as informed peer 2/10 Fund V Announcement & Technology Shifts Since Fund I Sonal sets up a high-level opening question about technological shifts since Fund I. Marc and Ben deliver structured, highly authoritative explanations detailing platform shifts and how Moore's Law inverted from speed improvements to cost deflation.4:24–8:39 · The host as informed peer 4/10 Distributed Systems, Cryptocurrencies, and the Rise of GPUs Scott asks whether new platforms can still be built, prompting Marc to explain distributed systems and GPUs. Sonal demonstrates domain knowledge by asking about the surprising adaptation of gaming GPUs for AI and VR, which Marc and Ben contextualize using historical parallel computing examples.8:39–16:42 · The host as informed peer 5/10 AI Startups vs. Tech Giants & Next-Gen User Interfaces Sonal repeatedly challenges the guests, pointing out that Amazon is a stealth leader in voice interfaces and directly pushing back that big tech data advantages seem to leave no room for AI startups. Marc reframes the situation by citing open-source tools, cloud AI infrastructure, and small-data training methods.16:42–20:22 · The host as informed peer 4/10 The Power and Economics of Virtual World Simulations Sonal asks why simulations are regaining traction after being dismissed a decade ago. Ben and Marc break down the economics of cheap compute and risk-free testing in virtual worlds versus real-world physical changes.20:22–23:43 · The host as informed peer 5/10 Emerging Opportunities in Life Sciences and Deep Learning Chips Sonal confronts the partners with a potential contradiction, asking if physical/hardware investments like Soylent and Oculus violate their 'software eats the world' thesis. Ben firmly rejects the premise, explaining that information technology and software remain the core drivers of those products.23:43–27:11 · The host as informed peer 3/10 The Evolution of SaaS, Enterprise Automation, and Global Democratization Scott asks about the remaining SaaS market opportunities. Ben and Marc provide an expansive breakdown of enterprise automation, explaining how low-cost SaaS allows global SMBs to leapfrog legacy infrastructure.27:11–32:24 · The host as informed peer 4/10 International Company Formation and Global Innovation Economics Scott inquires about international company formation and whether political/legal factors block global tech hubs. Marc outlines the strict policy requirements for replicating Silicon Valley and notes how visiting politicians routinely balk at those structural reforms.32:24–37:50 · The host as informed peer 5/10 Founder Qualities, Volatility, and Scaling Company Culture Scott asks how founder criteria have evolved, leading Ben to advocate for buying extreme strengths despite glaring weaknesses. Sonal pushes back on the paradox that founder stubbornness often hinders executive scaling, prompting Ben to explain how adaptable founders evolve.0:00–4:24 · Guest teaching 6/10 Fund V Announcement & Technology Shifts Since Fund I Sonal sets up a high-level opening question about technological shifts since Fund I. Marc and Ben deliver structured, highly authoritative explanations detailing platform shifts and how Moore's Law inverted from speed improvements to cost deflation.4:24–8:39 · Guest teaching 6/10 Distributed Systems, Cryptocurrencies, and the Rise of GPUs Scott asks whether new platforms can still be built, prompting Marc to explain distributed systems and GPUs. Sonal demonstrates domain knowledge by asking about the surprising adaptation of gaming GPUs for AI and VR, which Marc and Ben contextualize using historical parallel computing examples.8:39–16:42 · Guest teaching 5/10 AI Startups vs. Tech Giants & Next-Gen User Interfaces Sonal repeatedly challenges the guests, pointing out that Amazon is a stealth leader in voice interfaces and directly pushing back that big tech data advantages seem to leave no room for AI startups. Marc reframes the situation by citing open-source tools, cloud AI infrastructure, and small-data training methods.16:42–20:22 · Guest teaching 5/10 The Power and Economics of Virtual World Simulations Sonal asks why simulations are regaining traction after being dismissed a decade ago. Ben and Marc break down the economics of cheap compute and risk-free testing in virtual worlds versus real-world physical changes.20:22–23:43 · Guest teaching 6/10 Emerging Opportunities in Life Sciences and Deep Learning Chips Sonal confronts the partners with a potential contradiction, asking if physical/hardware investments like Soylent and Oculus violate their 'software eats the world' thesis. Ben firmly rejects the premise, explaining that information technology and software remain the core drivers of those products.23:43–27:11 · Guest teaching 6/10 The Evolution of SaaS, Enterprise Automation, and Global Democratization Scott asks about the remaining SaaS market opportunities. Ben and Marc provide an expansive breakdown of enterprise automation, explaining how low-cost SaaS allows global SMBs to leapfrog legacy infrastructure.27:11–32:24 · Guest teaching 6/10 International Company Formation and Global Innovation Economics Scott inquires about international company formation and whether political/legal factors block global tech hubs. Marc outlines the strict policy requirements for replicating Silicon Valley and notes how visiting politicians routinely balk at those structural reforms.32:24–37:50 · Guest teaching 5/10 Founder Qualities, Volatility, and Scaling Company Culture Scott asks how founder criteria have evolved, leading Ben to advocate for buying extreme strengths despite glaring weaknesses. Sonal pushes back on the paradox that founder stubbornness often hinders executive scaling, prompting Ben to explain how adaptable founders evolve.0:00–4:24 · Guest disagreement 1/10 Fund V Announcement & Technology Shifts Since Fund I Sonal sets up a high-level opening question about technological shifts since Fund I. Marc and Ben deliver structured, highly authoritative explanations detailing platform shifts and how Moore's Law inverted from speed improvements to cost deflation.4:24–8:39 · Guest disagreement 1/10 Distributed Systems, Cryptocurrencies, and the Rise of GPUs Scott asks whether new platforms can still be built, prompting Marc to explain distributed systems and GPUs. Sonal demonstrates domain knowledge by asking about the surprising adaptation of gaming GPUs for AI and VR, which Marc and Ben contextualize using historical parallel computing examples.8:39–16:42 · Guest disagreement 2/10 AI Startups vs. Tech Giants & Next-Gen User Interfaces Sonal repeatedly challenges the guests, pointing out that Amazon is a stealth leader in voice interfaces and directly pushing back that big tech data advantages seem to leave no room for AI startups. Marc reframes the situation by citing open-source tools, cloud AI infrastructure, and small-data training methods.16:42–20:22 · Guest disagreement 2/10 The Power and Economics of Virtual World Simulations Sonal asks why simulations are regaining traction after being dismissed a decade ago. Ben and Marc break down the economics of cheap compute and risk-free testing in virtual worlds versus real-world physical changes.20:22–23:43 · Guest disagreement 3/10 Emerging Opportunities in Life Sciences and Deep Learning Chips Sonal confronts the partners with a potential contradiction, asking if physical/hardware investments like Soylent and Oculus violate their 'software eats the world' thesis. Ben firmly rejects the premise, explaining that information technology and software remain the core drivers of those products.23:43–27:11 · Guest disagreement 1/10 The Evolution of SaaS, Enterprise Automation, and Global Democratization Scott asks about the remaining SaaS market opportunities. Ben and Marc provide an expansive breakdown of enterprise automation, explaining how low-cost SaaS allows global SMBs to leapfrog legacy infrastructure.27:11–32:24 · Guest disagreement 2/10 International Company Formation and Global Innovation Economics Scott inquires about international company formation and whether political/legal factors block global tech hubs. Marc outlines the strict policy requirements for replicating Silicon Valley and notes how visiting politicians routinely balk at those structural reforms.32:24–37:50 · Guest disagreement 3/10 Founder Qualities, Volatility, and Scaling Company Culture Scott asks how founder criteria have evolved, leading Ben to advocate for buying extreme strengths despite glaring weaknesses. Sonal pushes back on the paradox that founder stubbornness often hinders executive scaling, prompting Ben to explain how adaptable founders evolve.0:00–4:24 · The host pushing back 1/10 Fund V Announcement & Technology Shifts Since Fund I Sonal sets up a high-level opening question about technological shifts since Fund I. Marc and Ben deliver structured, highly authoritative explanations detailing platform shifts and how Moore's Law inverted from speed improvements to cost deflation.4:24–8:39 · The host pushing back 2/10 Distributed Systems, Cryptocurrencies, and the Rise of GPUs Scott asks whether new platforms can still be built, prompting Marc to explain distributed systems and GPUs. Sonal demonstrates domain knowledge by asking about the surprising adaptation of gaming GPUs for AI and VR, which Marc and Ben contextualize using historical parallel computing examples.8:39–16:42 · The host pushing back 6/10 AI Startups vs. Tech Giants & Next-Gen User Interfaces Sonal repeatedly challenges the guests, pointing out that Amazon is a stealth leader in voice interfaces and directly pushing back that big tech data advantages seem to leave no room for AI startups. Marc reframes the situation by citing open-source tools, cloud AI infrastructure, and small-data training methods.16:42–20:22 · The host pushing back 3/10 The Power and Economics of Virtual World Simulations Sonal asks why simulations are regaining traction after being dismissed a decade ago. Ben and Marc break down the economics of cheap compute and risk-free testing in virtual worlds versus real-world physical changes.20:22–23:43 · The host pushing back 6/10 Emerging Opportunities in Life Sciences and Deep Learning Chips Sonal confronts the partners with a potential contradiction, asking if physical/hardware investments like Soylent and Oculus violate their 'software eats the world' thesis. Ben firmly rejects the premise, explaining that information technology and software remain the core drivers of those products.23:43–27:11 · The host pushing back 1/10 The Evolution of SaaS, Enterprise Automation, and Global Democratization Scott asks about the remaining SaaS market opportunities. Ben and Marc provide an expansive breakdown of enterprise automation, explaining how low-cost SaaS allows global SMBs to leapfrog legacy infrastructure.27:11–32:24 · The host pushing back 2/10 International Company Formation and Global Innovation Economics Scott inquires about international company formation and whether political/legal factors block global tech hubs. Marc outlines the strict policy requirements for replicating Silicon Valley and notes how visiting politicians routinely balk at those structural reforms.32:24–37:50 · The host pushing back 5/10 Founder Qualities, Volatility, and Scaling Company Culture Scott asks how founder criteria have evolved, leading Ben to advocate for buying extreme strengths despite glaring weaknesses. Sonal pushes back on the paradox that founder stubbornness often hinders executive scaling, prompting Ben to explain how adaptable founders evolve.

speaking balance: gold is the host, purple is the guest (3 minute bins)

0:00 · the host 27.6% · guest 72.4%0:00 · the host 27.6% · guest 72.4%3:00 · the host 0% · guest 100%3:00 · the host 0% · guest 100%6:00 · the host 11.8% · guest 88.2%6:00 · the host 11.8% · guest 88.2%9:00 · the host 4.7% · guest 95.3%9:00 · the host 4.7% · guest 95.3%12:00 · the host 13.1% · guest 86.9%12:00 · the host 13.1% · guest 86.9%15:00 · the host 9.1% · guest 90.9%15:00 · the host 9.1% · guest 90.9%18:00 · the host 0.8% · guest 99.2%18:00 · the host 0.8% · guest 99.2%21:00 · the host 18.7% · guest 81.3%21:00 · the host 18.7% · guest 81.3%24:00 · the host 0% · guest 100%24:00 · the host 0% · guest 100%27:00 · the host 0% · guest 100%27:00 · the host 0% · guest 100%30:00 · the host 0% · guest 100%30:00 · the host 0% · guest 100%33:00 · the host 11.7% · guest 88.3%33:00 · the host 11.7% · guest 88.3%36:00 · the host 0% · guest 100%36:00 · the host 0% · guest 100%39:00 · the host 11.3% · guest 88.7%39:00 · the host 11.3% · guest 88.7%
Sharpest disagreement ▶ 22:41 Ben reframes hardware investment thesis

Ben directly dismisses Sonal's premise that investing in physical products contradicts their core thesis, forcefully stating 'No, I don't think so' and arguing that a physical package is not a core technology.

Hardest push from the host ▶ 13:06 Sonal presses on AI startup viability

Sonal refuses to accept the optimistic narrative on AI opportunities, pointing out that giant tech companies hold an insurmountable data network effect that seems to shut out startups.

Biggest teaching moment ▶ 1:39 Marc reframes Moore's Law dynamics

Marc educates the host on how chip progress shifted from raw speed gains to radical price deflation, changing the entire economic framework of software development.

The host holds their own ▶ 22:07 Sonal challenges portfolio thesis consistency

Sonal demonstrates sharp host expertise by citing specific portfolio companies like Soylent and Oculus to challenge the firm on whether it is straying from its 'software eats the world' thesis.

the scores for every segment, with the reasoning behind each
ChapterTopicThe host as informed peerGuest teachingGuest disagreementThe host pushing backWhy
Fund V Announcement & Technology Shifts Since Fund I 2611 Sonal sets up a high-level opening question about technological shifts since Fund I. Marc and Ben deliver structured, highly authoritative explanations detailing platform shifts and how Moore's Law inverted from speed improvements to cost deflation.
Distributed Systems, Cryptocurrencies, and the Rise of GPUs 4612 Scott asks whether new platforms can still be built, prompting Marc to explain distributed systems and GPUs. Sonal demonstrates domain knowledge by asking about the surprising adaptation of gaming GPUs for AI and VR, which Marc and Ben contextualize using historical parallel computing examples.
AI Startups vs. Tech Giants & Next-Gen User Interfaces 5526 Sonal repeatedly challenges the guests, pointing out that Amazon is a stealth leader in voice interfaces and directly pushing back that big tech data advantages seem to leave no room for AI startups. Marc reframes the situation by citing open-source tools, cloud AI infrastructure, and small-data training methods.
The Power and Economics of Virtual World Simulations 4523 Sonal asks why simulations are regaining traction after being dismissed a decade ago. Ben and Marc break down the economics of cheap compute and risk-free testing in virtual worlds versus real-world physical changes.
Emerging Opportunities in Life Sciences and Deep Learning Chips 5636 Sonal confronts the partners with a potential contradiction, asking if physical/hardware investments like Soylent and Oculus violate their 'software eats the world' thesis. Ben firmly rejects the premise, explaining that information technology and software remain the core drivers of those products.
The Evolution of SaaS, Enterprise Automation, and Global Democratization 3611 Scott asks about the remaining SaaS market opportunities. Ben and Marc provide an expansive breakdown of enterprise automation, explaining how low-cost SaaS allows global SMBs to leapfrog legacy infrastructure.
International Company Formation and Global Innovation Economics 4622 Scott inquires about international company formation and whether political/legal factors block global tech hubs. Marc outlines the strict policy requirements for replicating Silicon Valley and notes how visiting politicians routinely balk at those structural reforms.
Founder Qualities, Volatility, and Scaling Company Culture 5535 Scott asks how founder criteria have evolved, leading Ben to advocate for buying extreme strengths despite glaring weaknesses. Sonal pushes back on the paradox that founder stubbornness often hinders executive scaling, prompting Ben to explain how adaptable founders evolve.

Statements from this episode (15)

Assertion Contradicted
Andreessen: Moore's law has flipped from performance gains to price cuts
“Moore's law has now flipped. The dynamic now, instead of increased performance, has reduced cost. You now have this dynamic where every year, year and a half, the chip companies come out with a chip that's just as fast, but half the price.”
Marc Andreessen Jan 2, 2019 ▶ 2:25
Prediction Not checkable as stated
Andreessen: Microchips will become free and embedded in all objects
“The end state is going to be the chips are going to be free, which means chips will be embedded in everything. You'll be able to use chips for literally, literally everything.”
Marc Andreessen Jan 2, 2019 ▶ 2:47
Assertion Not checkable as stated
Andreessen: Every top AI software startup is building on Nvidia chips
“Every sharp AI software entrepreneur comes that comes in here is now building on top of NVIDIA's chips, which is, of course, a very different outcome than entrepreneurs of previous years who would have built other kinds of programs, primarily on top of Intel c…”
Marc Andreessen Jan 2, 2019 ▶ 8:24
Opinion
Andreessen: Lacking a Smartphone Allowed Amazon to Lead in Voice AI
“And so it's sort of this ironic twist of fate that Amazon has all of a sudden taken the lead from Google and Apple Even though Amazon, you know, famously flopped with their phone, right? Which is sort of the obvious place where you would have a voice interface…”
Marc Andreessen Jan 2, 2019 ▶ 12:32
Prediction Held up
Andreessen: Major Cloud Providers Will Soon Offer AI as a Service
“We think all the major cloud providers are going to be providing AI as a service, and they're going to really radically reduce the amount of technical knowledge you need to apply AI, and so that plays very well to the startups.”
Marc Andreessen Jan 2, 2019 ▶ 13:40
Prediction Held up
Andreessen: Cloud AI Supercomputing Access Will Cost $1 Within a Year
“You get what I think in a year is going to be very common. These sort of AI supercomputing chips with the AI algorithms in the cloud available to anybody for a dollar. Right, and so there's going to be this massive deflation of hardware cost on, on that side.”
Marc Andreessen Jan 2, 2019 ▶ 14:52
Assertion Not checkable as stated
Horowitz: Software component is the core of a16z's Oculus investment
“Oculus, I think we would all agree that the software component of Oculus is both more complex, has many more people working on it, and is kind of the core of the investment. Sometimes if you have a breakthrough technology, then you require new hardware to actu…”
Ben Horowitz Jan 2, 2019 ▶ 22:47
Assertion Supported
Horowitz: Vertical SaaS in traditional industries is now venture-scale
“And then beyond that, you, now it becomes economical and very interesting to build vertical applications for industries. So to build an application that revolutionizes, say, the real estate industry or something like that, Or the construction industry is becom…”
Ben Horowitz Jan 2, 2019 ▶ 25:13
Prediction Not checkable as stated
Andreessen: SaaS will shift enterprise power to global SMBs
“There may be a power shift happening from on the one hand, large companies to small and medium companies that can now more aggressively adopt technology faster. And then from companies in the U S and Western Europe to companies all over the world that can also…”
Marc Andreessen Jan 2, 2019 ▶ 26:43
Insight
Horowitz: Local technology companies are not viable business models
“There are no local technology companies, right? There's nobody who sells, you know, internet search to Wyoming. That's not like a viable thing.”
Ben Horowitz Jan 2, 2019 ▶ 28:12
Opinion
Andreessen: Donald Trump would move U.S. tech policies backward
“It's ironic that we have this guy running for president who would seriously move us backwards on a number of those topics.”
Marc Andreessen Jan 2, 2019 ▶ 31:32
Insight
Horowitz: Prioritize magnitude of founder strengths over number of weaknesses
“We're much more interested in the magnitude of the strength than the number of the weaknesses.”
Ben Horowitz Jan 2, 2019 ▶ 33:42
Insight
Horowitz: Deep industry experience hinders founders from revolutionizing markets
“It's hard to rewrite the world if you're too steeped in the world.”
Ben Horowitz Jan 2, 2019 ▶ 33:52
Assertion Not checkable as stated
Horowitz: No major long-lasting tech company operated with five employees
“There's never actually been a gigantic long, you know, a really important long lasting company that had like five employees that those just don't exist.”
Ben Horowitz Jan 2, 2019 ▶ 36:10
Insight
Andreessen: The single biggest advice for startups is raising prices
“The single biggest strategic piece of advice we just see across all of our companies is literally people just need to raise prices. People need to charge more for their products and services.”
Marc Andreessen Jan 2, 2019 ▶ 38:40
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