Scientific Paper Reading Club: The Intelligence Explosion & AI Safety

This is part of the scientific paper reading club. Next Monday, we are tackling what might be the most critical paper published this year. We will be discussing the landmark new paper co-authored by the "Godfathers of AI" (Geoffrey Hinton and Yoshua Bengio), alongside other top minds like Eric Horvitz and Jakub Pachocki: "What if automating AI R&D triggers an intelligence explosion?"[[1](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQEkv5dfTN1JkecylZj-vNpUOogR9VTBJ-K40Zx7cRHjwA55EL2IF51oZf1iIkPiIG6w3Pky8Nv51aAtBsTup_U_vX_w3_Ws45uwuisNeLycKgmXhv0D)][[2](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQE9xrK1lAbWS4M1hPQGkG8QM6V5ZAQne6zoSw_zW5j5IJWYS75unNjjzJUMlR57ZcNQr_DErYl5KWJmhO1yOHxBjfIsa3H_la3v_MLoiZxuNiXgMuc943FFckn7cAQZ23znZDvKzwzE0NQkTUCb3ih3nA%3D%3D)] What to expect: We will be diving deep into the core thesis of this brand-new paper (published just a couple of weeks ago)[[1](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQEkv5dfTN1JkecylZj-vNpUOogR9VTBJ-K40Zx7cRHjwA55EL2IF51oZf1iIkPiIG6w3Pky8Nv51aAtBsTup_U_vX_w3_Ws45uwuisNeLycKgmXhv0D)]. Historically, AI progress has been bottlenecked by human cognitive labor—engineers writing code, running experiments, and building datasets[[3](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQFDX7IygvGKsOhoGwIgBBailyngAwTKiKI1_UsZJPdGq8n7CUsRxq2b2gT3NNowfdhiXZM0gIJoS_7mdFy6dbIxbsHt9jFfocL80q-k3dLPtxb70mQP08IOUvwhQN8o-BD5vLFjNVJbyzwIYhHoNgBP4ZCd5J60dhI9STEGU6XqQw%3D%3D)]. But what happens when AI takes over its own research and development?[[3](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQFDX7IygvGKsOhoGwIgBBailyngAwTKiKI1_UsZJPdGq8n7CUsRxq2b2gT3NNowfdhiXZM0gIJoS_7mdFy6dbIxbsHt9jFfocL80q-k3dLPtxb70mQP08IOUvwhQN8o-BD5vLFjNVJbyzwIYhHoNgBP4ZCd5J60dhI9STEGU6XqQw%3D%3D)] We'll discuss the alarming threshold where years of AI advancement could compress into mere months (or days), removing the human bottleneck entirely[[3](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQFDX7IygvGKsOhoGwIgBBailyngAwTKiKI1_UsZJPdGq8n7CUsRxq2b2gT3NNowfdhiXZM0gIJoS_7mdFy6dbIxbsHt9jFfocL80q-k3dLPtxb70mQP08IOUvwhQN8o-BD5vLFjNVJbyzwIYhHoNgBP4ZCd5J60dhI9STEGU6XqQw%3D%3D)][[4](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQEkv5dfTN1JkecylZj-vNpUOogR9VTBJ-K40Zx7cRHjwA55EL2IF51oZf1iIkPiIG6w3Pky8Nv51aAtBsTup_U_vX_w3_Ws45uwuisNeLycKgmXhv0D)]. We will explore the authors' warnings about potentially catastrophic growth in capabilities, the extreme risks of losing control over superintelligent systems, and what policymakers and researchers should urgently do to steer this transition[[4](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQEkv5dfTN1JkecylZj-vNpUOogR9VTBJ-K40Zx7cRHjwA55EL2IF51oZf1iIkPiIG6w3Pky8Nv51aAtBsTup_U_vX_w3_Ws45uwuisNeLycKgmXhv0D)]. If you care about the trajectory of artificial intelligence, where it's headed in the next 12 to 18 months, and how the top experts view the "intelligence explosion," you will not want to miss this session[[4](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQEkv5dfTN1JkecylZj-vNpUOogR9VTBJ-K40Zx7cRHjwA55EL2IF51oZf1iIkPiIG6w3Pky8Nv51aAtBsTup_U_vX_w3_Ws45uwuisNeLycKgmXhv0D)][[5](https://www.google.com/url?sa=E&q=https%3A%2F%2Fvertexaisearch.cloud.google.com%2Fgrounding-api-redirect%2FAUZIYQGRhgmxAmKhwEOdWHSjWqN9LmnYtfahH-9ppBxxVBcNjmliCvVm1Eg7aWr2e0bmRNQggsEvX9fAmNrMgUZnYlwvHeeQr_DmvgSYL2gecQ5ik5Rv6l7_MVfkm1odU9yx3TqizBGZScE09NOFYPbFuvCHaselLuJbs4DkgLvEU_uQ9G_czmQKP8gl37qEico%3D)]. Links to the…