Is Artificial Superintelligence Imminent? with Tim Rocktäschel
EPISODE 706
|
OCTOBER
21,
2024
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About this Episode
Today, we're joined by Tim Rocktäschel, senior staff research scientist at Google DeepMind, professor of Artificial Intelligence at University College London, and author of the recently published popular science book, “Artificial Intelligence: 10 Things You Should Know.” We dig into the attainability of artificial superintelligence and the path to achieving generalized superhuman capabilities across multiple domains. We discuss the importance of open-endedness in developing autonomous and self-improving systems, as well as the role of evolutionary approaches and algorithms. Additionally, we cover Tim’s recent research projects such as “Promptbreeder,” “Debating with More Persuasive LLMs Leads to More Truthful Answers,” and more.
About the Guest
Tim Rocktäschel
Google DeepMind and University College London
Resources
- Book: Artificial Intelligence: 10 Things You Should Know
- Levels of AGI for Operationalizing Progress on the Path to AGI
- OMNI: Open-endedness via Models of human Notions of Interestingness
- Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
- The Beginning of Infinity
- Open-Endedness is Essential for Artificial Superhuman Intelligence
- Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
- Mathematical discoveries from program search with large language models (FunSearch)
- Debating with More Persuasive LLMs Leads to More Truthful Answers
- The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
- IBM Watson
- Voyager: An Open-Ended Embodied Agent with Large Language Models
- Advancing Deep Reinforcement Learning with NetHack with Tim Rocktäschel - #527