The Big Nine: How the Tech Titans and Their Thinking Machines Could Warp Humanity
Explains who really steers artificial intelligence: nine American and Chinese tech giants pushed by profit and state power. It also shows why their choices in the next two decades matter so much, and how policy could change course.

Table of Content
1. Introduction
1 min 03 sec
Most of us meet artificial intelligence through a phone assistant or a spam filter, so we treat it as a handy tool and not as a force that will shape our future. In The Big Nine, futurist Amy Webb argues that AI work over the next two decades will decide how humanity lives for generations, and that very few hands are making those decisions.
Nine companies, six American and three Chinese, are building the systems that later machine minds will grow from. Profit drives one camp and state control drives the other. Webb’s case is that this path could end in disaster unless the United States and its allies change it soon.
The argument starts with a board game, where a program matched thousands of years of human strategy in 40 days. From there it moves to the business pressures behind the race, the dark futures Webb imagines and her plan to avoid them. The reward is a clear map of who steers AI, what they want, and what a better direction would take.
2. See what changed when machines began teaching themselves
1 min 41 sec
For decades, an ancient board game humiliated every computer program that tried it, even against children. Then a small start-up tried a different approach, and the result changed what software could do on its own.
3. Grasp what superhuman intelligence already looks like
1 min 44 sec
A program was switched on knowing nothing, not even the rules. Within weeks it had outplayed its famous predecessor and found moves no human master had ever seen. What does a mind like that do next?
4. Read the road from narrow tools to superintelligence
1 min 51 sec
Today’s AI can only do one thing at a time, which makes it easy to dismiss. Webb sketches three stages ahead, puts dates on them, and explains why the earliest stage may be the one that decides everything.
5. See how the race to ship makes AI reckless
1 min 49 sec
The companies building the most advanced AI are rewarded for being first, and almost nothing rewards them for being careful. Webb shows how that pressure shapes what reaches your phone, and who pays when it goes wrong.
6. Spot the two goals behind China's AI push
1 min 36 sec
China’s tech giants grow behind a protective wall, with a government that plans, funds and directs them. Webb explains what that government wants from AI and the two aims that drive its plans.
7. Test any smart device by imagining its failure
1 min 50 sec
Smart devices that watch your health or stock your fridge sound like pure convenience. Webb follows that convenience to its darkest ending, where the weak point is a shared system that nearly everyone depends on.
8. A plan to steer AI toward human interests
1 min 57 sec
Asking tech companies to slow down and test more sounds sensible, and Webb admits it will not work by itself. Her alternative involves public money, new rules and an alliance designed to pull even rivals in.
9. Conclusion
1 min 13 sec
At bottom, The Big Nine is a book about incentives. Webb’s Go story shows how quickly a learning machine can leave human skill behind, and her timeline puts the move from narrow tools to general and then super intelligence within a single lifetime. What worries her is who shapes that move: firms paid to ship first, and a state that uses data to rank its own citizens. By her estimate, the chance to change course closes within about two decades.
That makes the book useful far beyond policy circles. When an AI product arrives at work or at home, ask what it was tested for besides working, and who loses if it breaks. Notice how many of your daily services rest on the same few companies and operating systems, because shared dependence means shared risk. And when arguments about AI rules come up, Webb gives you a clear position to weigh: patient public funding and allied standards can achieve what market pressure on its own will not.
AlphaGo Zero learned in 40 days what people took thousands of years to learn. The choices that will guide its descendants are being made now, while humans can still make them.
About this book
What is this book about?
Most people meet artificial intelligence as a voice assistant or a spam filter, so it is easy to miss how fast it is improving and who is directing it. Futurist Amy Webb argues that the AI being built today is the seed of far more capable systems, and that only a short period remains before they move beyond human control. Webb names the players. Six American companies, Google, Microsoft, Amazon, Facebook, IBM and Apple, race each other for profit and release products before testing what they might do to society. Three Chinese companies, Baidu, Alibaba and Tencent, work hand in hand with a government that wants to control its citizens and overtake the United States. In both camps, goals like curing disease or ending poverty come second. Readers get a clear account of deep learning and the Go program that beat human masters. They also get Webb's timeline from narrow AI to superintelligence, her darkest scenarios of glitches and military hacking, and her proposal for a global alliance that would make human interests the rule for how AI is built.
Book Information
Who it's for
Professionals using AI daily
Professionals who use AI tools daily and want to know who builds them and why.
Weighing speed against safety
Founders and product leads weighing speed to market against testing for harm.
Watching the superpower rivalry
Readers following the US and China rivalry who want to see where technology fits in it.
About the Author
Amy Webb
Amy Webb is an American futurist, born in Chicago, who founded and leads a firm that helps organizations prepare for the future. She teaches strategic foresight at New York University's Stern School of Business. The Big Nine was longlisted for the Financial Times and McKinsey business book award and won the 2020 Gold Axiom Medal for business and technology. She also wrote The Signals Are Talking and The Genesis Machine. Forbes named her one of five women changing the world, and the BBC put her on its 100 Women list for 2020.
Ratings & Reviews
Ratings at a glance
What people think
Listeners describe the work as educational and elegantly composed, acting as a quality primer on AI advancements. The narrative style is well-received, and one listener points out the thorough examination of major technology firms. Its reliability earns high marks, as one listener mentions the grounded forecasts regarding upcoming developments. However, views on the personality portrayals and the political themes are divided among listeners.
Top reviews
As a tech enthusiast who usually avoids the doomsday 'killer robot' tropes, I found Amy Webb's approach refreshing and deeply grounded. She brings her massive credibility as a professor and futurist to the table, providing a history of AI that goes way further back than the typical 1950s starting point. The way she breaks down the 'G-Mafia' versus China’s 'BAT' companies helps simplify a very complex global power struggle. I was especially gripped by her three future scenarios; they felt less like sci-fi and more like inevitable consequences of our current lack of strategy. This isn't just a book about gadgets; it is a serious look at the erosion of our humanity. Superb, balanced, and genuinely frightening in all the right ways.
Show moreWow, the catastrophic scenario in Part II is going to haunt my dreams for a while. Amy Webb manages to take something abstract like 'artificial general intelligence' and turn it into a vivid picture of what our daily lives could look like in fifty years. I loved her point about how AI developers are building their own biases into the systems—it’s a wake-up call about the lack of diversity in the rooms where our future is being coded. The book is well-written, informative, and acts as a much-needed bridge between tech experts and the general public. We need our government leaders to read this immediately before the 'paper cuts' she describes turn into something much more fatal for Western civilization.
Show moreThis should be required reading for anyone in policy or corporate leadership today. Webb is an expert at strategic foresight, and it shows on every page. She doesn't just point out the problems; she offers a structured path forward through her GAIA proposal. The way she connects 5G communication, the Belt and Road Initiative, and AI development into one cohesive geopolitical strategy is brilliant. It’s rare to find a book that is this informative without being overly academic or dry. Her writing is crisp and the pacing is excellent. If you want to understand why your personal data matters and how it’s being used as a resource for political gain, pick this up.
Show moreFinally got around to reading this, and the breakdown of how the 'Big Nine' tech giants operate is eye-opening. Webb argues that these companies aren't necessarily villains, but they are trapped by the demands of Wall Street, which leads to some pretty dangerous shortcuts in AI development. The chapter on the Social Credit System was particularly disturbing—the idea of your social standing being dictated by traffic tickets or heroic acts is peak 1984. I appreciated the specific 15-item prescription for action at the end, even if I think a global coalition like GAIA is a bit too idealistic for our current political climate. The writing is clear and authoritative, making it a great entry point for people who don't have a computer science degree.
Show moreWebb makes a compelling argument about how a small group of like-minded people are essentially coding the future of humanity without enough oversight. It’s not just about 'killer robots'; it's about the steady erosion of our personal choices and the biases that get baked into the software we use every day. I found her perspective on the Trump administration’s lack of an AI strategy to be a bit politically charged, but her logic regarding the need for a national budget is hard to argue with. The book is a bit heavy on the 'China threat' rhetoric, but the details on the BAT companies (Baidu, Alibaba, Tencent) were fascinating. Overall, it’s a realistic and necessary look at the tech landscape that avoids the usual hysteria.
Show moreWhat struck me most was Webb's insistence that the 'Big Nine' aren't actually the villains of this story, but rather entities caught between profit and progress. Her storytelling style is engaging, and she manages to make complex topics like AGI feel accessible to the average reader. I particularly enjoyed the section on the lack of empathy in AI decision-making—it’s a crucial point that often gets lost in more technical books. While I found the catastrophic scenario a bit too bleak to be fully believable, the pragmatic scenario felt eerily plausible. The book is a bit formulaic in its structure, but the content is so important that I can overlook the 'school report' vibe. Definitely a book that will make you look at your smartphone differently.
Show moreIs China really the only 'bad wolf' in this scenario? While I learned a lot, the book is written from an aggressively US-centered perspective that feels a bit dated in its geopolitical outlook. Webb provides an excellent, well-researched history of AI in the beginning, and her professional expertise is obvious. However, the tone becomes increasingly alarmist regarding the Chinese 'Social Credit System' while being surprisingly soft on the corporate monoliths in Silicon Valley. I found the 'pragmatic' scenario quite chilling, yet I wish the book explored the European regulatory landscape more rather than just focusing on a US-China binary. It’s an informative read, but the truth is, the bias is hard to ignore.
Show moreThe first third of this book is a masterclass in AI history, but the rest felt like a sharp turn into speculative fiction. I appreciate Webb's expertise, and her description of the 'G-MAFIA' is a brilliant way to frame the corporate side of things. However, I struggled with the middle section where the book essentially becomes a series of 'what-if' stories. Some of the scenarios felt a little too far-fetched, like the bit about infrared saunas and noncompliance records. Look, I get the point she’s trying to make about a gradual loss of autonomy, but the storytelling felt a bit disjointed compared to the analytical strength of the opening chapters. It's a decent introduction to the topic, but it didn't quite live up to the hype for me.
Show moreGotta say, I have mixed feelings about this one. On one hand, the information about the Social Credit System and the 'G-Mafia' is really well-researched and detailed. On the other hand, the author's solutions seem a bit pie-in-the-sky. Suggesting a global alliance for AI sounds great in theory, but in a world where we can't even agree on climate change, it feels a bit naive. The book is definitely informative and serves as a solid introduction to AI technology, but the second half loses steam with all the fictional scenarios. It’s a good conversation starter, even if I don’t agree with all of Webb’s conclusions or her somewhat US-biased perspective.
Show moreNot what I expected from an NYU professor. While the subject is vital, the writing felt incredibly formulaic and clunky, almost like reading a 300-page school report. The author spends way too much time on imaginative future-casting in the middle section rather than sticking to the hard data I was hoping for. Frankly, it felt like she was filling space with fictional narratives instead of providing deep technical insights into how these algorithms actually function. I also felt the book ignored the rest of the world entirely to focus on a US-China rivalry. To be fair, the historical section was decent, but the rest was too speculative for my taste. My time would have been better spent elsewhere.
Show moreQuestions about this book
What is The Big Nine by Amy Webb about?
Webb argues that nine tech companies are shaping the future of artificial intelligence: six American firms (Google, Microsoft, Amazon, Facebook, IBM and Apple) and three Chinese ones (Baidu, Alibaba and Tencent). Profit drives the American camp and state control drives the Chinese one. Because today’s systems are the seed of far more powerful ones, she warns that their current course could lead to disaster unless it changes within about two decades.
Who are the Big Nine tech companies?
The American six are Google, Microsoft, Amazon, Facebook, IBM and Apple. The Chinese three are Baidu, Alibaba and Tencent. Webb roughly pairs the Chinese firms with American counterparts: Baidu with Google, Alibaba with Amazon and Tencent with Facebook. Each group works within a wider camp of partners, investors and allied governments led by either the United States or China.
When does Amy Webb predict artificial general intelligence will arrive?
Webb estimates that artificial general intelligence, systems roughly equal to human minds across many tasks, will be developed sometime in the 2040s. Because such systems keep improving themselves, she expects artificial super intelligence, trillions of times smarter than humans, by 2070. Once AGI begins turning into ASI, she warns, it could move past a point where people can no longer stop or redirect it.
What solution does The Big Nine propose?
Webb wants AI built around human values and tested before release for its effects on society, possibly by using existing AI to simulate them. Since market pressure makes that unlikely, she calls for a US national AI policy with new laws, agencies and large public funding. She also proposes an allied body, the Global Alliance of Intelligence Augmentation, which rivals like China could join only by accepting its values.
How can I apply the ideas in The Big Nine?
When an AI product enters your work or home, ask what it was tested for besides working and what happens if it fails. Notice how many of your services depend on the same few companies and operating systems, since Webb sees shared dependence as a hacking risk. If you build products, name who could be harmed before launch and test for it.
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