Ajeya Cotra joins us to discuss forecasting transformative artificial intelligence. Follow the work of Ajeya and her colleagues: https://www.openphilanthropy.org Timestamps: 00:00 Introduction 00:53 Ajeya's report on AI 01:16 What is transformative AI? 02:09 Forecasting transformative AI 02:53 Historical growth rates 05:10 Simpler forecasting methods 09:01 Biological anchors 16:31 Different paths to transformative AI 17:55 Which year will we get transformative AI? 25:54 Expert opinion on transformative AI 30:08 Are today's machine learning techniques enough? 33:06 Will AI be limited by the physical world and regulation? 38:15 Will AI be limited by training data? 41:48 Are there human abilities that AIs cannot learn? 47:22 The next episode

Ajeya Cotra on Forecasting Transformative Artificial Intelligence

The Future of Life Institute (FLI) is a nonprofit working to reduce global catastrophic and existential risk from powerful technologies. In particular, FLI focuses on risks from artificial intelligence (AI), biotechnology, nuclear weapons and climate change.

The Institute's work is made up of three main strands: grantmaking for risk reduction, educational outreach, and advocacy within the United Nations, US government and European Union institutions.

FLI has become one of the world's leading voices on the governance of AI having created one of the earliest and most influential sets of governance principles: the Asilomar AI Principles.

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Christian Nunes joins the podcast to discuss deepfakes, how they impact women in particular, how we can protect ordinary victims of deepfakes, and the current landscape of deepfake legislation. You can learn more about Christian's work at https://now.org and about the Ban Deepfakes campaign at https://bandeepfakes.org 

Timestamps:

00:00 The National Organisation for Women (NOW) 

05:37 Deepfakes and women 

10:12 Protecting ordinary victims of deepfakes 

16:06 Deepfake legislation 

23:38 Current harm from deepfakes 

30:20 Bodily autonomy as a right 

34:44 NOW's work on AI 

Here's FLI's recommended amendments to legislative proposals on deepfakes: 

https://futureoflife.org/document/recommended-amendments-to-legislative-proposals-on-deepfakes/

Christian Nunes on Deepfakes (with Max Tegmark)

Dan Faggella joins the podcast to discuss whether humanity should eventually create AGI, how AI will change power dynamics between institutions, what drives AI progress, and which industries are implementing AI successfully. Find out more about Dan at https://danfaggella.com Timestamps: 00:00 Value differences in AI 12:07 Should we eventually create AGI? 28:22 What is a worthy successor? 43:19 AI changing power dynamics 59:00 Open source AI 01:05:07 What drives AI progress? 01:16:36 What limits AI progress? 01:26:31 Which industries are using AI?

Dan Faggella on the Race to AGI

Liron Shapira joins the podcast to discuss superintelligence goals, what makes AI different from other technologies, risks from centralizing power, and whether AI can defend us from AI. Timestamps: 00:00 Intelligence as optimization-power 05:18 Will LLMs imitate human values? 07:15 Why would AI develop dangerous goals? 09:55 Goal-completeness 12:53 Alignment to which values? 22:12 Is AI just another technology? 31:20 What is FOOM? 38:59 Risks from centralized power 49:18 Can AI defend us against AI? 56:28 An Apollo program for AI safety 01:04:49 Do we only have one chance? 01:07:34 Are we living in a crucial time? 01:16:52 Would superintelligence be fragile? 01:21:42 Would human-inspired AI be safe?

Liron Shapira on Superintelligence Goals

Annie Jacobsen joins the podcast to lay out a second by second timeline for how nuclear war could happen. We also discuss time pressure, submarines, interceptor missiles, cyberattacks, and concentration of power. You can find more on Annie's work at https://anniejacobsen.com Timestamps: 00:00 A scenario of nuclear war 06:56 Who would launch an attack? 13:50 Detecting nuclear attacks 19:37 The first critical seconds 29:42 Decisions under time pressure 34:27 Lessons from insiders 44:18 Submarines 51:06 How did we end up like this? 59:40 Interceptor missiles 1:11:25 Nuclear weapons and cyberattacks 1:17:35 Concentration of power

Annie Jacobsen on Nuclear War - a Second by Second Timeline

Katja Grace joins the podcast to discuss the largest survey of AI researchers conducted to date, AI researchers' beliefs about different AI risks, capabilities required for continued AI-related transformation, the idea of discontinuous progress, the impacts of AI from either side of the human-level intelligence threshold, intelligence and power, and her thoughts on how we can mitigate AI risk. Find more on Katja's work at https://aiimpacts.org/. Timestamps: 0:20 AI Impacts surveys 18:11 What AI will look like in 20 years 22:43 Experts' extinction risk predictions 29:35 Opinions on slowing down AI development 31:25 AI "arms races" 34:00 AI risk areas with the most agreement 40:41 Do "high hopes and dire concerns" go hand-in-hand? 42:00 Intelligence explosions 45:37 Discontinuous progress 49:43 Impacts of AI crossing the human-level intelligence threshold 59:39 What does AI learn from human culture? 1:02:59 AI scaling 1:05:04 What should we do?

Ajeya Cotra on Forecasting Transformative Artificial Intelligence

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