Jan 2, 2019 · 32m · a16z

a16z Podcast | Open vs. Closed, Alpha Cities, and the Industries of the Future

Alec Ross · 22m spoken Sonal Chokshi · 5m spoken Michael Copeland · 2m spoken
0:00 / 0:00
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In this episode of the a16z Podcast, guest Alec Ross analyzes how 'open versus closed' economic systems, metropolitan Alpha Cities, and interdisciplinary education will define future global competitiveness. He explores critical trends across cyber warfare, regulatory policy, frontier markets, and workforce adaptation to chart a path forward for the industries of the future.

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 17.9% of the talking time here. How this is scored →

The host as informed peer 5.3 Guest teaching 4.9 Guest disagreement 1.5 The host pushing back 3.4
05100:0010:0020:0030:002:05–5:30 · The host as informed peer 5/10 Open vs. Closed Systems as the New Political Binary Alec outlines his overarching open versus closed framework for global political and economic systems. Sonal demonstrates expertise by extending the concept to microeconomic dynamics like open source software and non-compete agreements, while Michael seeks clarity on defining the spectrum.5:30–9:19 · The host as informed peer 7/10 Government Policy, Data Sovereignty, and Surveillance Alec criticizes European regulators and data sovereignty rules using colorful language about Eurocrats. Sonal and Michael demonstrate host expertise by identifying specific policies like Right to be Forgotten and server localization, while Sonal pushes back to defend regulators' legitimate public interest concerns.9:19–14:31 · The host as informed peer 5/10 Reorienting Education and Vocational Training for Future Jobs Michael frames the topic around regional inequality and Germany's apprenticeship model versus American rust belt challenges. Alec explains policy interventions like attaching conditionality to education block grants, while Sonal contributes market estimates for future life sciences industries.14:31–18:30 · The host as informed peer 4/10 Alpha Cities and Metropolitan Economic Regions Alec introduces the concept of metropolitan alpha cities replacing nation-states as economic hubs. Sonal and Michael participate actively by distinguishing tier one from tier two cities and brainstorming emerging global hubs like Berlin and Tel Aviv.18:30–22:12 · The host as informed peer 7/10 Regulatory Arbitrage and Building Innovation Ecosystems Sonal introduces the theme of regulatory arbitrage before challenging Alec on top-down government innovation initiatives that fail. She cites author Brad Feld to argue that bottom-up interconnected human capital is what truly drives ecosystem success.22:12–26:59 · The host as informed peer 5/10 The Weaponization of Code and Cybersecurity Threats Alec describes cybersecurity and the weaponization of code, drawing on his government experience to highlight cyber espionage costs. Sonal and Michael show domain understanding by identifying Stuxnet and framing code warfare as uniquely asymmetric and dematerialized.26:59–30:54 · The host as informed peer 6/10 Frontier Markets and Expeditionary Entrepreneurship Alec encourages tech founders to take an expeditionary approach to frontier markets. Sonal forcefully reframes this to push back against treating developing nations purely as target markets or using a paternalistic Dr. Livingstone approach, which Alec promptly validates.30:54–32:54 · The host as informed peer 3/10 Preparing for the Future Through Interdisciplinary Learning Michael asks how parents can prepare children for future industries. Alec delivers an educational monologue advocating for interdisciplinary learning that combines STEM with humanities, offering Mark Zuckerberg and Eric Schmidt as prominent examples.2:05–5:30 · Guest teaching 6/10 Open vs. Closed Systems as the New Political Binary Alec outlines his overarching open versus closed framework for global political and economic systems. Sonal demonstrates expertise by extending the concept to microeconomic dynamics like open source software and non-compete agreements, while Michael seeks clarity on defining the spectrum.5:30–9:19 · Guest teaching 5/10 Government Policy, Data Sovereignty, and Surveillance Alec criticizes European regulators and data sovereignty rules using colorful language about Eurocrats. Sonal and Michael demonstrate host expertise by identifying specific policies like Right to be Forgotten and server localization, while Sonal pushes back to defend regulators' legitimate public interest concerns.9:19–14:31 · Guest teaching 5/10 Reorienting Education and Vocational Training for Future Jobs Michael frames the topic around regional inequality and Germany's apprenticeship model versus American rust belt challenges. Alec explains policy interventions like attaching conditionality to education block grants, while Sonal contributes market estimates for future life sciences industries.14:31–18:30 · Guest teaching 5/10 Alpha Cities and Metropolitan Economic Regions Alec introduces the concept of metropolitan alpha cities replacing nation-states as economic hubs. Sonal and Michael participate actively by distinguishing tier one from tier two cities and brainstorming emerging global hubs like Berlin and Tel Aviv.18:30–22:12 · Guest teaching 4/10 Regulatory Arbitrage and Building Innovation Ecosystems Sonal introduces the theme of regulatory arbitrage before challenging Alec on top-down government innovation initiatives that fail. She cites author Brad Feld to argue that bottom-up interconnected human capital is what truly drives ecosystem success.22:12–26:59 · Guest teaching 6/10 The Weaponization of Code and Cybersecurity Threats Alec describes cybersecurity and the weaponization of code, drawing on his government experience to highlight cyber espionage costs. Sonal and Michael show domain understanding by identifying Stuxnet and framing code warfare as uniquely asymmetric and dematerialized.26:59–30:54 · Guest teaching 3/10 Frontier Markets and Expeditionary Entrepreneurship Alec encourages tech founders to take an expeditionary approach to frontier markets. Sonal forcefully reframes this to push back against treating developing nations purely as target markets or using a paternalistic Dr. Livingstone approach, which Alec promptly validates.30:54–32:54 · Guest teaching 5/10 Preparing for the Future Through Interdisciplinary Learning Michael asks how parents can prepare children for future industries. Alec delivers an educational monologue advocating for interdisciplinary learning that combines STEM with humanities, offering Mark Zuckerberg and Eric Schmidt as prominent examples.2:05–5:30 · Guest disagreement 1/10 Open vs. Closed Systems as the New Political Binary Alec outlines his overarching open versus closed framework for global political and economic systems. Sonal demonstrates expertise by extending the concept to microeconomic dynamics like open source software and non-compete agreements, while Michael seeks clarity on defining the spectrum.5:30–9:19 · Guest disagreement 3/10 Government Policy, Data Sovereignty, and Surveillance Alec criticizes European regulators and data sovereignty rules using colorful language about Eurocrats. Sonal and Michael demonstrate host expertise by identifying specific policies like Right to be Forgotten and server localization, while Sonal pushes back to defend regulators' legitimate public interest concerns.9:19–14:31 · Guest disagreement 1/10 Reorienting Education and Vocational Training for Future Jobs Michael frames the topic around regional inequality and Germany's apprenticeship model versus American rust belt challenges. Alec explains policy interventions like attaching conditionality to education block grants, while Sonal contributes market estimates for future life sciences industries.14:31–18:30 · Guest disagreement 1/10 Alpha Cities and Metropolitan Economic Regions Alec introduces the concept of metropolitan alpha cities replacing nation-states as economic hubs. Sonal and Michael participate actively by distinguishing tier one from tier two cities and brainstorming emerging global hubs like Berlin and Tel Aviv.18:30–22:12 · Guest disagreement 2/10 Regulatory Arbitrage and Building Innovation Ecosystems Sonal introduces the theme of regulatory arbitrage before challenging Alec on top-down government innovation initiatives that fail. She cites author Brad Feld to argue that bottom-up interconnected human capital is what truly drives ecosystem success.22:12–26:59 · Guest disagreement 2/10 The Weaponization of Code and Cybersecurity Threats Alec describes cybersecurity and the weaponization of code, drawing on his government experience to highlight cyber espionage costs. Sonal and Michael show domain understanding by identifying Stuxnet and framing code warfare as uniquely asymmetric and dematerialized.26:59–30:54 · Guest disagreement 2/10 Frontier Markets and Expeditionary Entrepreneurship Alec encourages tech founders to take an expeditionary approach to frontier markets. Sonal forcefully reframes this to push back against treating developing nations purely as target markets or using a paternalistic Dr. Livingstone approach, which Alec promptly validates.30:54–32:54 · Guest disagreement 0/10 Preparing for the Future Through Interdisciplinary Learning Michael asks how parents can prepare children for future industries. Alec delivers an educational monologue advocating for interdisciplinary learning that combines STEM with humanities, offering Mark Zuckerberg and Eric Schmidt as prominent examples.2:05–5:30 · The host pushing back 3/10 Open vs. Closed Systems as the New Political Binary Alec outlines his overarching open versus closed framework for global political and economic systems. Sonal demonstrates expertise by extending the concept to microeconomic dynamics like open source software and non-compete agreements, while Michael seeks clarity on defining the spectrum.5:30–9:19 · The host pushing back 5/10 Government Policy, Data Sovereignty, and Surveillance Alec criticizes European regulators and data sovereignty rules using colorful language about Eurocrats. Sonal and Michael demonstrate host expertise by identifying specific policies like Right to be Forgotten and server localization, while Sonal pushes back to defend regulators' legitimate public interest concerns.9:19–14:31 · The host pushing back 2/10 Reorienting Education and Vocational Training for Future Jobs Michael frames the topic around regional inequality and Germany's apprenticeship model versus American rust belt challenges. Alec explains policy interventions like attaching conditionality to education block grants, while Sonal contributes market estimates for future life sciences industries.14:31–18:30 · The host pushing back 2/10 Alpha Cities and Metropolitan Economic Regions Alec introduces the concept of metropolitan alpha cities replacing nation-states as economic hubs. Sonal and Michael participate actively by distinguishing tier one from tier two cities and brainstorming emerging global hubs like Berlin and Tel Aviv.18:30–22:12 · The host pushing back 6/10 Regulatory Arbitrage and Building Innovation Ecosystems Sonal introduces the theme of regulatory arbitrage before challenging Alec on top-down government innovation initiatives that fail. She cites author Brad Feld to argue that bottom-up interconnected human capital is what truly drives ecosystem success.22:12–26:59 · The host pushing back 2/10 The Weaponization of Code and Cybersecurity Threats Alec describes cybersecurity and the weaponization of code, drawing on his government experience to highlight cyber espionage costs. Sonal and Michael show domain understanding by identifying Stuxnet and framing code warfare as uniquely asymmetric and dematerialized.26:59–30:54 · The host pushing back 7/10 Frontier Markets and Expeditionary Entrepreneurship Alec encourages tech founders to take an expeditionary approach to frontier markets. Sonal forcefully reframes this to push back against treating developing nations purely as target markets or using a paternalistic Dr. Livingstone approach, which Alec promptly validates.30:54–32:54 · The host pushing back 0/10 Preparing for the Future Through Interdisciplinary Learning Michael asks how parents can prepare children for future industries. Alec delivers an educational monologue advocating for interdisciplinary learning that combines STEM with humanities, offering Mark Zuckerberg and Eric Schmidt as prominent examples.

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

0:00 · the host 19.1% · guest 80.9%0:00 · the host 19.1% · guest 80.9%3:00 · the host 29.1% · guest 70.9%3:00 · the host 29.1% · guest 70.9%6:00 · the host 22.2% · guest 77.8%6:00 · the host 22.2% · guest 77.8%9:00 · the host 1.4% · guest 98.6%9:00 · the host 1.4% · guest 98.6%12:00 · the host 21.2% · guest 78.8%12:00 · the host 21.2% · guest 78.8%15:00 · the host 4.6% · guest 95.4%15:00 · the host 4.6% · guest 95.4%18:00 · the host 42.2% · guest 57.8%18:00 · the host 42.2% · guest 57.8%21:00 · the host 0.5% · guest 99.5%21:00 · the host 0.5% · guest 99.5%24:00 · the host 44.5% · guest 55.5%24:00 · the host 44.5% · guest 55.5%27:00 · the host 10.7% · guest 89.3%27:00 · the host 10.7% · guest 89.3%30:00 · the host 2.1% · guest 97.9%30:00 · the host 2.1% · guest 97.9%
Sharpest disagreement ▶ 6:12 Dismissing European regulators

Alec mockingly dismisses European policymakers as inexperienced Eurocrats in pinstripes who enact data sovereignty laws without having worked in the private sector.

Hardest push from the host ▶ 29:40 Refusing colonialist market approach

Sonal explicitly rejects framing global expansion as merely exporting Silicon Valley products, cautioning against a paternalistic Dr. Livingstone model in frontier markets.

Biggest teaching moment ▶ 24:47 Recycling of cyber weapons

Alec educates the hosts on how malware differs from traditional weapons, illustrating how state-developed code like Stuxnet can be repurposed by secondary actors against targets like Saudi Aramco.

The host holds their own ▶ 19:28 Citing top-down innovation failure and Brad Feld

Sonal demonstrates deep domain knowledge by challenging government-led tech hubs and drawing on Brad Feld's framework regarding bottom-up human capital networks.

the scores for every segment, with the reasoning behind each
ChapterTopicThe host as informed peerGuest teachingGuest disagreementThe host pushing backWhy
Open vs. Closed Systems as the New Political Binary 5613 Alec outlines his overarching open versus closed framework for global political and economic systems. Sonal demonstrates expertise by extending the concept to microeconomic dynamics like open source software and non-compete agreements, while Michael seeks clarity on defining the spectrum.
Government Policy, Data Sovereignty, and Surveillance 7535 Alec criticizes European regulators and data sovereignty rules using colorful language about Eurocrats. Sonal and Michael demonstrate host expertise by identifying specific policies like Right to be Forgotten and server localization, while Sonal pushes back to defend regulators' legitimate public interest concerns.
Reorienting Education and Vocational Training for Future Jobs 5512 Michael frames the topic around regional inequality and Germany's apprenticeship model versus American rust belt challenges. Alec explains policy interventions like attaching conditionality to education block grants, while Sonal contributes market estimates for future life sciences industries.
Alpha Cities and Metropolitan Economic Regions 4512 Alec introduces the concept of metropolitan alpha cities replacing nation-states as economic hubs. Sonal and Michael participate actively by distinguishing tier one from tier two cities and brainstorming emerging global hubs like Berlin and Tel Aviv.
Regulatory Arbitrage and Building Innovation Ecosystems 7426 Sonal introduces the theme of regulatory arbitrage before challenging Alec on top-down government innovation initiatives that fail. She cites author Brad Feld to argue that bottom-up interconnected human capital is what truly drives ecosystem success.
The Weaponization of Code and Cybersecurity Threats 5622 Alec describes cybersecurity and the weaponization of code, drawing on his government experience to highlight cyber espionage costs. Sonal and Michael show domain understanding by identifying Stuxnet and framing code warfare as uniquely asymmetric and dematerialized.
Frontier Markets and Expeditionary Entrepreneurship 6327 Alec encourages tech founders to take an expeditionary approach to frontier markets. Sonal forcefully reframes this to push back against treating developing nations purely as target markets or using a paternalistic Dr. Livingstone approach, which Alec promptly validates.
Preparing for the Future Through Interdisciplinary Learning 3500 Michael asks how parents can prepare children for future industries. Alec delivers an educational monologue advocating for interdisciplinary learning that combines STEM with humanities, offering Mark Zuckerberg and Eric Schmidt as prominent examples.

Statements from this episode (13)

Insight
Ross: The 21st-century political binary is open versus closed, not left-right
“I think that the principal political binary of the 20th century was left versus right. It was the political left versus the political right. But in the 21st century, in the present day, the principal political binary is open versus closed.”
Alec Ross Jan 2, 2019 ▶ 2:10
Prediction Not checkable as stated
Ross: Open societies will dominate tech-driven industries over the next 20 years
“Thinking about the industries of the future, not necessarily looking back at the 20 years of digitization and the rise of the consumer internet, but looking forward to the next 20 years, trying to be deterministic about how political systems map to economic ou…”
Alec Ross Jan 2, 2019 ▶ 2:45
Opinion
Ross: Western European data sovereignty laws conflict with cloud computing architecture
“Governments in Western Europe are basically building a series of regulations and laws that work across the grain of the way that the cloud works.”
Alec Ross Jan 2, 2019 ▶ 7:11
Opinion
Ross: Governments should not mandate backdoors into encrypted technologies
“And I think that it is perfectly reasonable for there to be close collaboration between the technology community and the intelligence and law enforcement communities in ways that, that fall short of say mandating backdoors into encrypted technologies.”
Alec Ross Jan 2, 2019 ▶ 8:59
Prediction Open · timeframe Feb 2021
Ross: The world's next trillion-dollar industry will come from genetic code
“You know, the world's last trillion dollar industry was created out of computer code. I think the world's next trillion dollar industry is going to be created out of genetic code.”
Alec Ross Jan 2, 2019 ▶ 13:51
Prediction Not checkable as stated
Ross: 80% of future tier-one global cities will be outside the US
“And I think that we're moving toward a world where there are between, between let's call it 10 to 15 tier one cities, alpha cities, you know, places, you know, you can think of sort of the San Francisco Bay Area as one of these. You can think of New York City …”
Alec Ross Jan 2, 2019 ▶ 16:03
Insight
Ross: Top-down tech hubs fail due to human capital, not tax incentives
“Where I see it fail, where you line up all the tax incentives, where you've got the public private partnerships, where you've got Everything just right, but it doesn't end up working tends to be a failure of human capital. You know, you don't actually have the…”
Alec Ross Jan 2, 2019 ▶ 19:59
Opinion
Ross: Chicago lacks a lasting internet tech sector due to talent shortfalls
“I even think about a city like Chicago. Chicago has so much going for it, but you, when you really scratch the surface a little bit At least for internet-based businesses, there isn't much there that's lasting, that's created significant employment or other th…”
Alec Ross Jan 2, 2019 ▶ 21:39
Opinion
Ross: Code weaponization is the biggest conflict development since nuclear arms
“I believe that the weaponization of code Is the most significant development in conflict since the weaponization of fissile material.”
Alec Ross Jan 2, 2019 ▶ 23:01
Assertion Contradicted
Ross: Declassified US estimate puts Chinese cyber IP theft above $300B annually
“When I was in government, we declassified a national intelligence estimate, which we tend not to do. Well, we declassified a national intelligence estimate that actually put a number on the amount of intellectual property theft taking place because of cyber at…”
Alec Ross Jan 2, 2019 ▶ 23:26
Assertion Contradicted
Ross: Iranians repurposed US malware to destroy 30,000 Saudi Aramco computers
“I've seen evidence that the malware that the United States is alleged to have used against Iran it looks like, if you look at the code base, it looks like Much of that code was used by the Iranians against the Saudis in attack, in an attack against Saudi Aramc…”
Alec Ross Jan 2, 2019 ▶ 25:08
Insight
Ross: Combining STEM and humanities will drive future career success
“I think that the people who are going to be best equipped to compete and succeed in, in the industries of the future are those who most effectively blend That which is technical and scientific with the humanities.”
Alec Ross Jan 2, 2019 ▶ 31:16
Opinion
Ross: Facebook succeeded as much from behavioral psychology as computer science
“Facebook is, has been as successful as it is, as much because Mark and the people who he brought into Facebook understood behavioral psychology. As much as they did computer science.”
Alec Ross Jan 2, 2019 ▶ 31:40
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