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Why a global federation might be needed to manage AI

Dr Waku16 June 2026Watch on YouTube

What you'll learn

  • Why a global federation may be needed to govern AI, with parallels to nuclear safety and the 1946 Baruch Plan.
  • How international cooperation is possible without resulting in a global dictatorship.
  • What role democratic processes can play in technical challenges such as chip manufacturing and targeted surveillance.
  • Why the current anarchy between nations need not be permanent, using the formation of the US as an example.
  • How a treaty can be built with a critical mass of states, following the example of the Constitutional Convention.

Frequently asked questions

Why does Rufo Guerreschi refer to the 1946 Baruch Plan?
The Baruch Plan was a proposal for international control of nuclear energy. Guerreschi sees AI as a second opportunity for global governance and believes we can learn from why the original plan failed.
How does Guerreschi propose to achieve AI regulation without a global dictatorship?
He proposes a world federal democratic government based on the model of the formation of the US. He argues for working with a critical mass of states that come together, like at the Constitutional Convention, rather than a world power imposing everything.
What lesson does Guerreschi draw from the Snowden revelations for AI governance?
The Snowden revelations showed that international standards were needed. Guerreschi uses this as an argument that global cooperation and agreements are needed for AI safety too, especially since surveillance is already highly developed worldwide.
What role does starting with a small group of states play in his plan?
Guerreschi proposes to start with a small number of states, following the example of the seven states at the start of the US Constitutional Convention. Such a critical mass could serve as the basis for a broader international treaty, with the US and China both invited together.

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Description from the channel

Rufo Guerreschi https://www.linkedin.com/in/rufoguerreschi Coalition for a Baruch Plan for AI https://www.cbpai.org/ 0:00 Intro 0:21 Rufo Guerreschi 0:28 Contents 0:41 Part 1: Why we have a governance problem 1:18 From e-democracy to cybersecurity 2:42 Snowden showed that international standards were needed 3:55 Taking the needs of intelligence agencies into account 4:24 ChatGPT was a wake up moment for privacy 5:08 Living in Geneva to interface with states 5:57 Decision making is high up in government 6:26 Coalition for a Baruch plan for AI 7:12 Parallels to organizations to manage nuclear safety 8:11 Hidden coordination between intelligence agencies 8:57 Intergovernmental treaties are not tight 10:19 The original Baruch plan in 1946 11:28 Why the original Baruch plan did not succeed 12:27 We almost had a different international structure 12:54 A global monopoly on violence 14:04 Could expand to other weapons 14:39 AI is a second opportunity for global governance 15:19 After Soviet tests, there was no secret to keep 16:22 Proliferation risk of AI tech is much greater? 17:44 Scale and timeline of AI risk 19:04 Capabilities of security agencies 20:02 Internal capabilities of leading AI labs 20:58 Governments care about impactful technologies 22:06 Government compute, risk, other capabilities 23:05 Are domestic labs outside their jurisdiction? 23:41 What are the timelines where change is required? 24:54 Scientists, Musk, Amodei 26:24 Recursive self improvement and loss of control 27:22 A grand gamble, the rosy perspective of CEOs 28:20 CEOs can't really say anything else 28:59 Altman, Trump, Softbank pursuing superintelligence 30:01 Superintelligence is clearly defined by Nick Bostrom 30:52 Explain to people what "superintelligence" means 31:32 Jobs created by Stargate project? 32:14 Will centralize power 33:33 Sharing of the benefits needs to be ensured 34:26 We are running out of time 35:27 Conditional treaty idea 36:34 Part 2: We can do this without a global dictatorship 36:44 Dictatorship concerns are very reasonable 37:19 Global power is already highly concentrated 38:13 We are already in a surveillance world 39:18 Affects influential people especially 40:13 Surveillance is largely unaccountable 41:35 Why did this machinery of surveillance evolve? 42:34 Shadow activities 43:37 Choice of safety vs liberty (privacy) 44:26 How can this dichotomy be rephrased? 45:23 Revisit supply chains and lawful access 46:37 Why the government broke all security at all levels 47:17 The encryption wars and export controls 48:16 Front door mechanism replaced by back door 49:21 The world we could live in 50:03 What would responding to requests look like? 50:50 Apple may be leaving "bug doors" intentionally 52:23 Apple under same constraints as government 52:51 There are backdoors everywhere 53:45 China and the US need to both trust AI tech 55:10 Technical debt of past unsolved problems 55:53 Actually a governance debt (social-technical) 56:38 Provably safe or guaranteed safe AI 57:19 Requirement: Governance plus lawful access 58:46 Tor, Signal, etc are often wishful thinking 59:26 Can restructure incentives 59:51 Restrict proliferation without dragnet? 1:00:36 Physical plus focused surveillance 1:02:21 Dragnet surveillance since the telegraph 1:03:07 We have to build a digital dog 1:04:14 The dream of cyber libertarians 1:04:54 Is the government out to get you? 1:05:55 Targeted surveillance is more important 1:06:57 A proper warrant process leveraging citizens 1:08:43 Just like procedures for elections 1:09:41 Use democratic system during chip fabrication 1:10:49 How democracy can help with technical challenges 1:11:31 Current world: anarchy between countries 1:12:25 Only those with the most guns and money rule 1:13:19 Everyone needing to spend a lot on military 1:14:04 AI also engages states in a race 1:15:16 Anarchy is not a given: US example 1:16:05 The forming of the United States 1:17:24 This federacy model could apply to AI 1:18:03 Same idea was even proposed by Sam Altman 1:18:54 How can we maximize the chances of success? 1:19:46 Part 3: How to actually form international treaties 1:20:09 Calling for a world government scares people 1:21:17 Genuine risk of global dictatorship 1:21:45 We need a world /federal/ democratic government 1:23:02 Why people are not outspoken 1:24:12 Isn't it hard to get everyone on one page? 1:25:20 Moving from anarchy to a social contract 1:26:11 Many states have very little sovereignty 1:26:53 Different religions didn't prevent common ground 1:28:16 China and US political systems similar 1:30:14 Coming together, values could be better 1:31:47 Critical mass of states 1:32:19 The Philadelphia convention example 1:32:44 Start with say seven states 1:33:48 Date of the US constitutional convention 1:34:42 US and China both invited but only together 1:35:43 Funding will make a big difference 1:38:36 Lobbying to US and China 1:38:49 Conclusion 1:39:33 Outro