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Chris's AI Deep Dive
Chris Guo
128 episodes
5 days ago
Simplifying AI, Economics, and Business. Machine Learning and Data Science at a 5th Grade Level. {MVP}
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All content for Chris's AI Deep Dive is the property of Chris Guo and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Simplifying AI, Economics, and Business. Machine Learning and Data Science at a 5th Grade Level. {MVP}
Show more...
Technology
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4. Controlling Superintelligence: Capability and Motivation Methods
Chris's AI Deep Dive
20 minutes 34 seconds
5 days ago
4. Controlling Superintelligence: Capability and Motivation Methods

This explores the control problem associated with the creation of artificial superintelligence, defining it as a unique principal-agent challenge where humans seek to govern the powerful AI. The sources differentiate between two main control strategies: capability control, which limits what the AI can do through methods like boxing or tripwires, and motivation selection, which focuses on shaping what the AI wants to do through techniques like direct specification or indirect normativity. Furthermore, the discussion introduces four conceptual categories for superintelligence—oracles, genies, sovereigns, and tools—assessing the safety implications of each based on their susceptibility to these control methods. Finally, the text briefly addresses the challenges of a multipolar scenario with multiple competing AIs, contrasting this outcome with a single dominant superintelligence, or singleton, and considering the potential for a singleton to emerge even after an initial multipolar transition due to competitive dynamics.

Chris's AI Deep Dive
Simplifying AI, Economics, and Business. Machine Learning and Data Science at a 5th Grade Level. {MVP}