Does China's whole-of-nation, state-coordinated approach give it an advantage over the West in AI?

Alexandr Wang · Jun 12, 2024

The CCP system is exceptionally good at aggressive centralized industrial policy and therefore has a clear shot at racing forward in AI

Their system can take very aggressive centralized action to drive forward critical industries

0:00 20VC: Scale's Alex Wang on Why Data Not Compute is the Bottleneck to Foundation Model Performance, Why AI is the Greatest Military Asset Ever, Is China Really Two Years Behind the US in AI and Why the CCPs Industrial Approach is Better than Anyone Else's

Harry Stebbings · Feb 17, 2025

Engineers at Chinese AI labs like DeepSeek are paid far less and work far harder than US AI staff earning $1-2M with lavish perks

Scope: stated as a provocation seeking agreement

47:27 20VC: NVIDIA vs Groq: The Future of Training vs Inference | Meta, Google, and Microsoft's Data Center Investments: Who Wins | Data, Compute, Models: The Core Bottlenecks in AI & Where Value Will Distribute with Jonathan Ross, Founder @ Groq

Mike Krieger · Mar 3, 2025

It is a mistake to underestimate China's ability to train at the frontier and to innovate, and surprise at DeepSeek's research quality reflects a Western-centric blind spot

After Instagram and Facebook were blocked, a parallel ecosystem of high-quality, creatively differentiated Chinese startups emerged that solved technical problems at Facebook's scale, so cutting-edge research teams there should not have been surprising

Scope: frontier training especially conditional on getting access to compute

33:33 20VC: Anthropic CPO Mike Krieger: Where Will Value Be Created in a World of AI | Have Foundation Models Commoditized | When Do Model Providers Become Application Providers | What Anthropic Learned from Deepseek

Andrew Feldman · Mar 24, 2025

The West fundamentally underestimates China, which is one of the most common errors in judgment

Extraordinary infrastructure investment, exceptional rate of engineering talent generation, a government able to set and implement policy without checks and balances, state-backstopped venture funding, national champion companies, and a strategy making much of the third world dependent on their technology

49:45 20VC: AI Chip Wars: How Cerebras Plans to Topple NVIDIA's Dominance | Why We Have Not Reached Scaling Laws in AI | What Happens to the Cost of Inference | How We Underestimate China and Shouldn't Sell To Them with Andrew Feldman

Mitchell Green · Mar 28, 2025

The West completely underestimates China's capability in AI

He has seen firsthand how hard people at Chinese tech companies work

57:55 20VC: Why Traditional VC is Broken: How VCs Learned Nothing from 2021 | Why LPs are More Important than Founders & Advice to Emerging Managers | Bull Case for Bytedance & Why TikTok's Ban Doesn't Matter with Mitchell Green, Lead Edge Capital

Tom Hulme · Apr 10, 2025

China has chosen to focus on all the important areas and its champions are formidable

Battery technology, BYD, DJI and DeepSeek are all forces to be reckoned with

67:01 20VC: How to Fix the UK Tech Ecosystem | Why We Need to Flood the UK with Venture Capital | What the UK Can Learn From Sequoia, Stripe and Norway | Why Now is the Time to be Bullish on China & Lessons from Jensen Huang with Tom Hulme & Stan Boland

Harry Stebbings · Apr 14, 2025

China is crushing the US in the AI race and Europe is not even competing

China's investment in education infrastructure, the depth of its talent pool and its work ethic exceed anything elsewhere on the planet

39:31 20VC: Benchmark's Victor Lazarte on Why Portfolio Construction is BS| Why SaaS Spreadsheet Investing is Dead | Why China is a Stabilising Force for the US | Three Traits All the Best Founders Have & The Lie All Big Tech Companies Have Been Telling

Harry Stebbings · Apr 14, 2025

China should not be underestimated: they have AI capabilities they haven't shown the world and are executing strategic moves the West isn't aware of

He doesn't trust anything China says publicly, and their moves are deliberately concealed

Scope: admits he can't specify what those capabilities are

40:38 20VC: Benchmark's Victor Lazarte on Why Portfolio Construction is BS| Why SaaS Spreadsheet Investing is Dead | Why China is a Stabilising Force for the US | Three Traits All the Best Founders Have & The Lie All Big Tech Companies Have Been Telling

Andrew Ng · Nov 17, 2025

China's ability to make all-nation, all-industry commitments is a powerful force in AI that should not be underestimated

The work ethic and velocity behind a whole-of-government, whole-of-industry commitment

0:00 20VC: Andrew NG on The Biggest Bottlenecks in AI | How LLMs Can Be Used as a Geopolitical Weapon | Do Margins Matter in a World of AI? | Is Defensibility Dead in a World of AI? | Will AI Deliver Masa Son's Predictions of 5% GDP Growth?

Harry Stebbings · Nov 17, 2025

The West still underestimates China's AI ability, with real arrogance in the US and even more complacency in Europe, because China moves at a speed and intensity Europe and the US don't match

He observes the difference in speed and intensity firsthand when visiting China

26:05 20VC: Andrew NG on The Biggest Bottlenecks in AI | How LLMs Can Be Used as a Geopolitical Weapon | Do Margins Matter in a World of AI? | Is Defensibility Dead in a World of AI? | Will AI Deliver Masa Son's Predictions of 5% GDP Growth?

Andrew Ng · Nov 17, 2025

China's whole-of-nation, whole-of-economy approach to AI is a very powerful force that should not be underestimated

State-level commitment spans semiconductor investment, K-12 AI education, businesses being asked to adopt AI and share knowledge, and state control over inputs like rare earth elements, combined with work ethic and velocity

Scope: US, Europe and China all have their own problems

26:24 20VC: Andrew NG on The Biggest Bottlenecks in AI | How LLMs Can Be Used as a Geopolitical Weapon | Do Margins Matter in a World of AI? | Is Defensibility Dead in a World of AI? | Will AI Deliver Masa Son's Predictions of 5% GDP Growth?

Harry Stebbings · Nov 17, 2025

Commoditization of the model layer raises the premium on the ability to manufacture at scale, where China has a much greater capability than the US

22:50 20VC: Andrew NG on The Biggest Bottlenecks in AI | How LLMs Can Be Used as a Geopolitical Weapon | Do Margins Matter in a World of AI? | Is Defensibility Dead in a World of AI? | Will AI Deliver Masa Son's Predictions of 5% GDP Growth?

Alan Chang · Jan 5, 2026

China is the model economy the West should follow on energy policy

Chinese power costs 8 cents/kWh versus 25-30 in Europe and 10-15 in the US, consumption per capita has risen sevenfold, and rather than politically debating renewables versus oil and gas they build everything — more solar, gas, coal and grid cable than all Western economies combined — via vertically integrated state-run companies

23:34 20VC: $0-$260M in Revenue in Three Years: How We Did It | You Need to Work Weekends to Win — Most Founders Aren't Ambitious Enough | The Revolut Playbook: Speed, Urgency, Extreme Ownership, and Zero Excuses with Alan Chang @ Fuse Energy

Alex Lebrun · Jun 19, 2023 · hedged

China has a key AI advantage in the quality and quantity of data it can access, because it has little internal regulation and no GDPR equivalent

For example they likely hold healthcare data on every individual, and government-backed researchers probably get access to all of it

Scope: 'probably', 'I'm sure' on the access point

45:41 20VC: Why No Models Today Will Be Used in a Year, Why Open Will Always Beat Closed in AI, Why Proprietary Data is Less Important Than Ever And Why EU AI Regulation is a Disaster with Alex Lebrun, Founder & CEO @ Nabla

Harry Stebbings · Jul 1, 2024

China will have unparalleled access to training data because it will disregard privacy concerns

Scope: framed as his concern

17:53 20VC: LLMs Are Reaching a Stage of Diminishing Returns: What is the Next S Curve | The Bull & Bear Case for China's Ability to Challenge the US' AI Capabilities | How AI Changes the Future of War & How Agents Will Reshape Society with Matt Clifford @ EF

Matt Clifford · Jul 1, 2024

It will be hard for China to produce a Chinese Sam Altman or Demis Hassabis because the CCP is nervous about entrepreneurs accumulating that much power, and untrammelled founder ambition is a necessary ingredient for building AGI companies

Western labs benefited from a permissionless explosion of visionary ambition, whereas China's treatment of figures like Jack Ma shows what happens to founders who look too powerful

19:35 20VC: LLMs Are Reaching a Stage of Diminishing Returns: What is the Next S Curve | The Bull & Bear Case for China's Ability to Challenge the US' AI Capabilities | How AI Changes the Future of War & How Agents Will Reshape Society with Matt Clifford @ EF

Jonathan Ross · Feb 17, 2025

If China stays unpermissive, Chinese AI innovation will be stifled by founders' fear of becoming the next Jack Ma, and anyone whose craft is AI should be looking for the exit

Running a Chinese tech company under those conditions means fearing state retaliation, so you'd rather practise AI somewhere supportive

56:34 20VC: NVIDIA vs Groq: The Future of Training vs Inference | Meta, Google, and Microsoft's Data Center Investments: Who Wins | Data, Compute, Models: The Core Bottlenecks in AI & Where Value Will Distribute with Jonathan Ross, Founder @ Groq

Matt Clifford · Jul 1, 2024

China is more paranoid about AI safety than any other government and its AI regulation is more onerous than Brussels'

The CCP's entire story is eliminating threats to stability, and AI is a destabilizing force; regulation already requires supplying random training-data samples and proving models won't undermine CCP positions

18:06 China is more safety paranoid and regulated than the west not less

Harry Stebbings · Jul 1, 2024

The CCP's industrial policy of copying and then replicating better is second to none

Cited as consistent with the asymmetric absorption of Western AI research

21:30 Ccp industrial policy of copying and improving is unmatched

Victor Lazarte · Apr 14, 2025

The US is winning the AI race by all measures despite China's advantages

There is enormous accumulated knowledge in the US, and the true network effect is a city — Silicon Valley; ChatGPT is the most used and best AI assistant in the world, better than DeepSeek

39:57 Us wins ai race by all measures despite chinas advantages

Victor Lazarte · Apr 14, 2025

The US is still in the lead but cannot afford to waste time on internal disagreements given how serious a competitor China is

China is a very serious competitor, so any time lost to internal conflict is time the US can't afford

41:21 Us leads but internal discord wastes precious time against china