Jan 2, 2019 · 44m · a16z

a16z Podcast | Brains, Bodies, Minds ... and Techno-Religions

Yuval Noah Harari · 24m spoken Sonal Chokshi · 9m spoken
0:00 / 0:00
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In this episode of the a16z Podcast, author Yuval Noah Harari discusses how advances in artificial intelligence, biotechnology, and big data are reshaping human identity, economic structures, governance, and philosophy. Harari warns of the societal challenges posed by algorithmic authority, job displacement, and biological inequality while emphasizing human agency in steering technology's future trajectory.

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 21.8% of the talking time here. How this is scored →

The host as informed peer 5.4 Guest teaching 4.1 Guest disagreement 1.9 The host pushing back 2.4
05100:0015:0030:004:32–6:33 · The host as informed peer 5/10 Shared Illusions and the Post-Truth Reality Sonal demonstrates strong literary preparation by drawing connections to Bradbury, Borges, and Don Quixote regarding virtual realities. Harari reframes post-truth panic by asking when an age of truth ever existed in human history.6:33–8:43 · The host as informed peer 5/10 The Breakdown of the Individual Self Kyle asks a well-structured question linking free market economic theory to neuroscience and determinism. Harari educates the hosts on the etymology of the individual as indivisible and explains how modern science dismantles the notion of a single authentic self.8:43–12:17 · The host as informed peer 6/10 Neo-Nationalism, Tribalism, and External Algorithms Sonal offers an alternative hypothesis that technology causes a return to micro-targeted niche tribalism rather than global unification. Harari pushes back against this premise, asserting that nationalism is merely a temporary phase incapable of solving global problems.12:17–17:53 · The host as informed peer 6/10 Biometric Feedback and Shaping Human Desire Kyle illustrates detailed scenarios including lab rat reward center experiments and deep learning projection spaces. Harari builds on this by explaining how biometric feedback allows algorithms to make decisions better than individuals themselves.17:53–20:54 · The host as informed peer 7/10 AI Mentors and the Transformation of Education Sonal uses her background in developmental psychology to challenge Harari's vision of AI mentors, citing Vygotsky and constructivist learning theories regarding the vital social component of school. Harari responds by suggesting socialization can occur across mixed age groups outside traditional schools.20:54–25:51 · The host as informed peer 5/10 The Emergence of Techno-Religions and Dataism Sonal and Kyle bring in historical and economic concepts like sunk cost fallacy and mythology to explore new techno-religions. Harari framing socialism as the first techno-religion using Lenin's quote on electrification.25:51–30:48 · The host as informed peer 5/10 Automation, Universal Basic Income, and Biological Inequality Sonal presses on economic inequality and UBI, while Harari deconstructs the terms universal and basic. Harari educates the hosts on how future biotechnology will convert economic inequality into real biological inequality for the first time in history.30:48–36:28 · The host as informed peer 6/10 Meaning, Virtual Realities, and Empathy Automation Kyle presents a detailed technical explanation of how deep learning pattern recognition can automate empathy in medical diagnoses. Harari agrees, reiterating that emotions are biochemical patterns that AI biometrics will process better than humans.36:28–39:52 · The host as informed peer 4/10 Autonomous Warfare and the Erosion of State Welfare Kyle asks about the impact of military automation on political agency. Harari explains how automated warfare removes state incentives to invest in health and education in developing countries like Nigeria compared to welfare states like Sweden.39:52–44:12 · The host as informed peer 5/10 Knowledge as Capital, Climate Change, and Human Agency Sonal queries Harari on historical climate cycles versus current changes. Harari clarifies that modern climate change is anthropogenic and catastrophic, while concluding that technology remains non-deterministic regarding human agency.4:32–6:33 · Guest teaching 3/10 Shared Illusions and the Post-Truth Reality Sonal demonstrates strong literary preparation by drawing connections to Bradbury, Borges, and Don Quixote regarding virtual realities. Harari reframes post-truth panic by asking when an age of truth ever existed in human history.6:33–8:43 · Guest teaching 4/10 The Breakdown of the Individual Self Kyle asks a well-structured question linking free market economic theory to neuroscience and determinism. Harari educates the hosts on the etymology of the individual as indivisible and explains how modern science dismantles the notion of a single authentic self.8:43–12:17 · Guest teaching 5/10 Neo-Nationalism, Tribalism, and External Algorithms Sonal offers an alternative hypothesis that technology causes a return to micro-targeted niche tribalism rather than global unification. Harari pushes back against this premise, asserting that nationalism is merely a temporary phase incapable of solving global problems.12:17–17:53 · Guest teaching 3/10 Biometric Feedback and Shaping Human Desire Kyle illustrates detailed scenarios including lab rat reward center experiments and deep learning projection spaces. Harari builds on this by explaining how biometric feedback allows algorithms to make decisions better than individuals themselves.17:53–20:54 · Guest teaching 3/10 AI Mentors and the Transformation of Education Sonal uses her background in developmental psychology to challenge Harari's vision of AI mentors, citing Vygotsky and constructivist learning theories regarding the vital social component of school. Harari responds by suggesting socialization can occur across mixed age groups outside traditional schools.20:54–25:51 · Guest teaching 4/10 The Emergence of Techno-Religions and Dataism Sonal and Kyle bring in historical and economic concepts like sunk cost fallacy and mythology to explore new techno-religions. Harari framing socialism as the first techno-religion using Lenin's quote on electrification.25:51–30:48 · Guest teaching 6/10 Automation, Universal Basic Income, and Biological Inequality Sonal presses on economic inequality and UBI, while Harari deconstructs the terms universal and basic. Harari educates the hosts on how future biotechnology will convert economic inequality into real biological inequality for the first time in history.30:48–36:28 · Guest teaching 4/10 Meaning, Virtual Realities, and Empathy Automation Kyle presents a detailed technical explanation of how deep learning pattern recognition can automate empathy in medical diagnoses. Harari agrees, reiterating that emotions are biochemical patterns that AI biometrics will process better than humans.36:28–39:52 · Guest teaching 5/10 Autonomous Warfare and the Erosion of State Welfare Kyle asks about the impact of military automation on political agency. Harari explains how automated warfare removes state incentives to invest in health and education in developing countries like Nigeria compared to welfare states like Sweden.39:52–44:12 · Guest teaching 4/10 Knowledge as Capital, Climate Change, and Human Agency Sonal queries Harari on historical climate cycles versus current changes. Harari clarifies that modern climate change is anthropogenic and catastrophic, while concluding that technology remains non-deterministic regarding human agency.4:32–6:33 · Guest disagreement 2/10 Shared Illusions and the Post-Truth Reality Sonal demonstrates strong literary preparation by drawing connections to Bradbury, Borges, and Don Quixote regarding virtual realities. Harari reframes post-truth panic by asking when an age of truth ever existed in human history.6:33–8:43 · Guest disagreement 1/10 The Breakdown of the Individual Self Kyle asks a well-structured question linking free market economic theory to neuroscience and determinism. Harari educates the hosts on the etymology of the individual as indivisible and explains how modern science dismantles the notion of a single authentic self.8:43–12:17 · Guest disagreement 3/10 Neo-Nationalism, Tribalism, and External Algorithms Sonal offers an alternative hypothesis that technology causes a return to micro-targeted niche tribalism rather than global unification. Harari pushes back against this premise, asserting that nationalism is merely a temporary phase incapable of solving global problems.12:17–17:53 · Guest disagreement 1/10 Biometric Feedback and Shaping Human Desire Kyle illustrates detailed scenarios including lab rat reward center experiments and deep learning projection spaces. Harari builds on this by explaining how biometric feedback allows algorithms to make decisions better than individuals themselves.17:53–20:54 · Guest disagreement 2/10 AI Mentors and the Transformation of Education Sonal uses her background in developmental psychology to challenge Harari's vision of AI mentors, citing Vygotsky and constructivist learning theories regarding the vital social component of school. Harari responds by suggesting socialization can occur across mixed age groups outside traditional schools.20:54–25:51 · Guest disagreement 2/10 The Emergence of Techno-Religions and Dataism Sonal and Kyle bring in historical and economic concepts like sunk cost fallacy and mythology to explore new techno-religions. Harari framing socialism as the first techno-religion using Lenin's quote on electrification.25:51–30:48 · Guest disagreement 2/10 Automation, Universal Basic Income, and Biological Inequality Sonal presses on economic inequality and UBI, while Harari deconstructs the terms universal and basic. Harari educates the hosts on how future biotechnology will convert economic inequality into real biological inequality for the first time in history.30:48–36:28 · Guest disagreement 1/10 Meaning, Virtual Realities, and Empathy Automation Kyle presents a detailed technical explanation of how deep learning pattern recognition can automate empathy in medical diagnoses. Harari agrees, reiterating that emotions are biochemical patterns that AI biometrics will process better than humans.36:28–39:52 · Guest disagreement 2/10 Autonomous Warfare and the Erosion of State Welfare Kyle asks about the impact of military automation on political agency. Harari explains how automated warfare removes state incentives to invest in health and education in developing countries like Nigeria compared to welfare states like Sweden.39:52–44:12 · Guest disagreement 3/10 Knowledge as Capital, Climate Change, and Human Agency Sonal queries Harari on historical climate cycles versus current changes. Harari clarifies that modern climate change is anthropogenic and catastrophic, while concluding that technology remains non-deterministic regarding human agency.4:32–6:33 · The host pushing back 1/10 Shared Illusions and the Post-Truth Reality Sonal demonstrates strong literary preparation by drawing connections to Bradbury, Borges, and Don Quixote regarding virtual realities. Harari reframes post-truth panic by asking when an age of truth ever existed in human history.6:33–8:43 · The host pushing back 1/10 The Breakdown of the Individual Self Kyle asks a well-structured question linking free market economic theory to neuroscience and determinism. Harari educates the hosts on the etymology of the individual as indivisible and explains how modern science dismantles the notion of a single authentic self.8:43–12:17 · The host pushing back 4/10 Neo-Nationalism, Tribalism, and External Algorithms Sonal offers an alternative hypothesis that technology causes a return to micro-targeted niche tribalism rather than global unification. Harari pushes back against this premise, asserting that nationalism is merely a temporary phase incapable of solving global problems.12:17–17:53 · The host pushing back 2/10 Biometric Feedback and Shaping Human Desire Kyle illustrates detailed scenarios including lab rat reward center experiments and deep learning projection spaces. Harari builds on this by explaining how biometric feedback allows algorithms to make decisions better than individuals themselves.17:53–20:54 · The host pushing back 5/10 AI Mentors and the Transformation of Education Sonal uses her background in developmental psychology to challenge Harari's vision of AI mentors, citing Vygotsky and constructivist learning theories regarding the vital social component of school. Harari responds by suggesting socialization can occur across mixed age groups outside traditional schools.20:54–25:51 · The host pushing back 1/10 The Emergence of Techno-Religions and Dataism Sonal and Kyle bring in historical and economic concepts like sunk cost fallacy and mythology to explore new techno-religions. Harari framing socialism as the first techno-religion using Lenin's quote on electrification.25:51–30:48 · The host pushing back 3/10 Automation, Universal Basic Income, and Biological Inequality Sonal presses on economic inequality and UBI, while Harari deconstructs the terms universal and basic. Harari educates the hosts on how future biotechnology will convert economic inequality into real biological inequality for the first time in history.30:48–36:28 · The host pushing back 2/10 Meaning, Virtual Realities, and Empathy Automation Kyle presents a detailed technical explanation of how deep learning pattern recognition can automate empathy in medical diagnoses. Harari agrees, reiterating that emotions are biochemical patterns that AI biometrics will process better than humans.36:28–39:52 · The host pushing back 2/10 Autonomous Warfare and the Erosion of State Welfare Kyle asks about the impact of military automation on political agency. Harari explains how automated warfare removes state incentives to invest in health and education in developing countries like Nigeria compared to welfare states like Sweden.39:52–44:12 · The host pushing back 3/10 Knowledge as Capital, Climate Change, and Human Agency Sonal queries Harari on historical climate cycles versus current changes. Harari clarifies that modern climate change is anthropogenic and catastrophic, while concluding that technology remains non-deterministic regarding human agency.

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

0:00 · the host 47.9% · guest 52.1%0:00 · the host 47.9% · guest 52.1%3:00 · the host 43% · guest 57%3:00 · the host 43% · guest 57%6:00 · the host 11% · guest 89%6:00 · the host 11% · guest 89%9:00 · the host 36.9% · guest 63.1%9:00 · the host 36.9% · guest 63.1%12:00 · the host 0.3% · guest 99.7%12:00 · the host 0.3% · guest 99.7%15:00 · the host 10% · guest 90%15:00 · the host 10% · guest 90%18:00 · the host 41.4% · guest 58.6%18:00 · the host 41.4% · guest 58.6%21:00 · the host 27.5% · guest 72.5%21:00 · the host 27.5% · guest 72.5%24:00 · the host 12% · guest 88%24:00 · the host 12% · guest 88%27:00 · the host 25.8% · guest 74.2%27:00 · the host 25.8% · guest 74.2%30:00 · the host 6% · guest 94%30:00 · the host 6% · guest 94%33:00 · the host 7.3% · guest 92.7%33:00 · the host 7.3% · guest 92.7%36:00 · the host 1.1% · guest 98.9%36:00 · the host 1.1% · guest 98.9%39:00 · the host 28% · guest 72%39:00 · the host 28% · guest 72%42:00 · the host 31.4% · guest 68.6%42:00 · the host 31.4% · guest 68.6%
Sharpest disagreement ▶ 10:24 Refuting tribalism as a framework

Harari explicitly rejects Sonal's thesis that online niche tribalism represents the long-term future, arguing that nationalism has no relevant answers to global 21st-century problems.

Hardest push from the host ▶ 19:11 Challenging AI education with developmental psychology

Sonal directly challenges Harari's model of individual AI tutoring by insisting on the non-negotiable social element of learning outlined in developmental psychology.

Biggest teaching moment ▶ 29:58 Biological inequality versus historical myths

Harari corrects conventional historical assumptions by pointing out that systems like the Hindu caste system were based on imagined superiority, whereas technological enhancement will create actual biological gaps.

The host holds their own ▶ 19:11 Applying Vygotsky and constructivist learning theory

Sonal demonstrates domain expertise by invoking Vygotsky, Reggio Emilia, and Montessori frameworks to push back against an oversimplified AI tutoring narrative.

the scores for every segment, with the reasoning behind each
ChapterTopicThe host as informed peerGuest teachingGuest disagreementThe host pushing backWhy
Shared Illusions and the Post-Truth Reality 5321 Sonal demonstrates strong literary preparation by drawing connections to Bradbury, Borges, and Don Quixote regarding virtual realities. Harari reframes post-truth panic by asking when an age of truth ever existed in human history.
The Breakdown of the Individual Self 5411 Kyle asks a well-structured question linking free market economic theory to neuroscience and determinism. Harari educates the hosts on the etymology of the individual as indivisible and explains how modern science dismantles the notion of a single authentic self.
Neo-Nationalism, Tribalism, and External Algorithms 6534 Sonal offers an alternative hypothesis that technology causes a return to micro-targeted niche tribalism rather than global unification. Harari pushes back against this premise, asserting that nationalism is merely a temporary phase incapable of solving global problems.
Biometric Feedback and Shaping Human Desire 6312 Kyle illustrates detailed scenarios including lab rat reward center experiments and deep learning projection spaces. Harari builds on this by explaining how biometric feedback allows algorithms to make decisions better than individuals themselves.
AI Mentors and the Transformation of Education 7325 Sonal uses her background in developmental psychology to challenge Harari's vision of AI mentors, citing Vygotsky and constructivist learning theories regarding the vital social component of school. Harari responds by suggesting socialization can occur across mixed age groups outside traditional schools.
The Emergence of Techno-Religions and Dataism 5421 Sonal and Kyle bring in historical and economic concepts like sunk cost fallacy and mythology to explore new techno-religions. Harari framing socialism as the first techno-religion using Lenin's quote on electrification.
Automation, Universal Basic Income, and Biological Inequality 5623 Sonal presses on economic inequality and UBI, while Harari deconstructs the terms universal and basic. Harari educates the hosts on how future biotechnology will convert economic inequality into real biological inequality for the first time in history.
Meaning, Virtual Realities, and Empathy Automation 6412 Kyle presents a detailed technical explanation of how deep learning pattern recognition can automate empathy in medical diagnoses. Harari agrees, reiterating that emotions are biochemical patterns that AI biometrics will process better than humans.
Autonomous Warfare and the Erosion of State Welfare 4522 Kyle asks about the impact of military automation on political agency. Harari explains how automated warfare removes state incentives to invest in health and education in developing countries like Nigeria compared to welfare states like Sweden.
Knowledge as Capital, Climate Change, and Human Agency 5433 Sonal queries Harari on historical climate cycles versus current changes. Harari clarifies that modern climate change is anthropogenic and catastrophic, while concluding that technology remains non-deterministic regarding human agency.

Statements from this episode (24)

Prediction Not checkable as stated
Harari: 21st century's main products will be bodies, brains, and minds
“I think the main products of the 21st century will be bodies and brains and minds.”
Yuval Noah Harari Jan 2, 2019 ▶ 2:09
Prediction Not checkable as stated
Harari: Humanity is on the verge of creating inorganic life forms
“So after four billion years of evolution, of organic life forms, we are really on the verge of creating the first inorganic life forms, and if this happens, It's the greatest revolution in the history of life since the very beginning of life.”
Yuval Noah Harari Jan 2, 2019 ▶ 2:30
Insight
Harari: Inorganic life forms do not require physical co-location
“Now, with inorganic life, there is absolutely no reason why all parts of the life form must be at the same place at the same time.”
Yuval Noah Harari Jan 2, 2019 ▶ 4:07
Opinion
Harari: Swearing on the Bible is like swearing on Harry Potter
“And even when people testify in court, I swear to tell the truth, the whole truth and nothing but the truth, they swear on the Bible, which is so full of fictions and myth and error. It's like you can swear on Harry Potter just the same.”
Yuval Noah Harari Jan 2, 2019 ▶ 5:58
Insight
Harari: Technology amplifies society's foundational fictions and illusions
“Thousands of years, human society have been built on shared fictions and shared illusions, and there is nothing new about that. It's just that with technology, actually our fictions and illusions become more powerful than ever before.”
Yuval Noah Harari Jan 2, 2019 ▶ 6:16
Assertion Not checkable as stated
Harari: Neuroscience shows there is no single authentic self
“Science now tells us that when you look inside, you don't find any single authentic self. You find a cacophony of different conflicting voices that Well, none of which is your true self. There is just no such thing.”
Yuval Noah Harari Jan 2, 2019 ▶ 7:57
Prediction Not checkable as stated
Harari: The breakup of the individual will collapse democracy and capitalism
“If in the 20th century, the big fear for individualism was that the individual will be crushed from outside, now the threat comes from the opposite direction. The individual will break up from inside, and then the entire structure of individualism and democrac…”
Yuval Noah Harari Jan 2, 2019 ▶ 8:15
Prediction Not checkable as stated
Harari: Neo-nationalism is a temporary phase incapable of solving global problems
“The present stage of neo-nationalism or tribalism, I think it's just a phase. It's a backlash against globalization, and the main problem, it doesn't have any solutions to the deep problems of the 21st century. All the major problems of humankind in the 21st c…”
Yuval Noah Harari Jan 2, 2019 ▶ 10:25
Prediction Not checkable as stated
Harari: Corporations and governments will soon understand individuals better than themselves
“What we will see with regard to the individual is that at a certain point, external entities, whether it's corporations or whether it's governments, they will have enough data, especially biometric data, and enough computing power to be able to understand me b…”
Yuval Noah Harari Jan 2, 2019 ▶ 11:18
Prediction Not checkable as stated
Harari: Superior algorithms will render democracy and free markets completely obsolete
“And once you have an external entity, An algorithm that knows me better than I know myself. This is the real turning point. This is the point when individualism as we've known, it doesn't make any sense when democracy in the free market become completely obsol…”
Yuval Noah Harari Jan 2, 2019 ▶ 11:48
Assertion Not checkable as stated
Chokshi: Netflix reshapes cultural consumption through on-demand catalog lock-in
“It's already working on some level because you might have a million other movies out there, but you really don't care because you only care about what's in the Netflix catalog because you're Being able to binge watch and get it on demand in the moment. So it's…”
Sonal Chokshi Jan 2, 2019 ▶ 15:47
Prediction Not checkable as stated
Harari: Algorithmic authority's major breakthrough will rely on biometric data
“I think the big breakthrough will come with biometric data. So far, most of these algorithms, whether it's Amazon or Netflix or whatever, they work mainly on the basis of data external to my body. They follow me around in space, see where I go, which places I …”
Yuval Noah Harari Jan 2, 2019 ▶ 16:04
Prediction Not checkable as stated
Harari: AI teachers will personalize learning and dismantle traditional educational barriers
“An AI teacher that studies you while it is teaching you and adapting to your particular strengths and to your particular weaknesses, also breaking down all the traditional limitations and barriers of modern education.”
Yuval Noah Harari Jan 2, 2019 ▶ 17:58
Prediction Not checkable as stated
Harari: Techno-religions will increasingly rise and promise earthly immortality
“I think we are seeing, and we will see more and more the rise of kind of techno religions, religions based on technology that make all the old promises of traditional religions. They promise justice and happiness and even immortality and paradise.”
Yuval Noah Harari Jan 2, 2019 ▶ 21:49
Insight
Harari: Decision-making authority is shifting from humans to tech cloud systems
“Now we are entering a post-humanist era. Authority is shifting away from humans. If in the last 300 years we saw authority descending from the clouds, To earth, to humans, now authority is shifting back to the clouds, but not to God, but to the Google cloud, t…”
Yuval Noah Harari Jan 2, 2019 ▶ 24:34
Insight
Harari: AI disruption requires global solutions, but UBI proponents think nationally
“And a disruption of the economy, say by the rise of AI, will require a global solution. And most people who think about universal basic income, they think in national terms. Universal for them means US citizens.”
Yuval Noah Harari Jan 2, 2019 ▶ 27:02
Prediction Not checkable as stated
Harari: Biotechnology could convert economic inequality into permanent biological inequality
“However, in the 21st century it might be possible for the first time to translate economic inequality into real biological inequality. And once this starts, it becomes almost impossible to close the gap.”
Yuval Noah Harari Jan 2, 2019 ▶ 30:29
Insight
Harari: Religion functions as a virtual reality game with imaginary rules
“Religion is a virtual reality game that provides people with meaning by imposing imaginary rules on an objective reality.”
Yuval Noah Harari Jan 2, 2019 ▶ 31:49
Prediction Open · timeframe Feb 2022
Harari: AI will surpass humans at diagnosing human emotions
“It will have much better sources of data coming from within your body. So their ability to diagnose emotions will be better than the ability of most, if not all humans.”
Yuval Noah Harari Jan 2, 2019 ▶ 35:07
Assertion Not checkable as stated
Harari: Most people today have absolutely no military value
“Most people today have absolutely no military value.”
Yuval Noah Harari Jan 2, 2019 ▶ 36:53
Insight
Harari: Governments lose incentive to fund public services without military need
“But if you don't need them as soldiers or workers, then the incentive to build hospitals and schools and so forth diminishes.”
Yuval Noah Harari Jan 2, 2019 ▶ 37:57
Prediction Not checkable as stated
Harari: AI civilian economy transition will occur within 20 to 40 years
“We are talking in terms of decades. And once the transition takes place, especially in the civilian economy, in the military, it already happened. We are there. In the civilian economy, maybe we have 20 years, 30 years, 40 years, nobody really knows.”
Yuval Noah Harari Jan 2, 2019 ▶ 39:09
Insight
Harari: Knowledge prevents physical limits on economic growth
“We have a third kind of asset, which is knowledge. And the more knowledge you have, the more energy and raw materials you also have because you discover new sources of energy and new sources of raw materials.”
Yuval Noah Harari Jan 2, 2019 ▶ 40:25
Insight
Harari: Technology is never deterministic in shaping political systems
“Technology is never deterministic. You can build very different kinds of political and social systems with the same kind of technology.”
Yuval Noah Harari Jan 2, 2019 ▶ 42:46
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