Chapter
Optimizing Algorithms with Cost Functions
21:54 - 29:48 (07:54)
This podcast discusses how algorithms utilize cost functions to optimize their operations in achieving a specific goal, without deviating from the desired trajectory.
Clips
Natural Language Processing faces the challenge of being able to not only understand human language but also accurately predict next words based on limited memory and imprecise language use.
21:54 - 25:04 (03:09)
Summary
Natural Language Processing faces the challenge of being able to not only understand human language but also accurately predict next words based on limited memory and imprecise language use.
ChapterOptimizing Algorithms with Cost Functions
Episode#364 - Stuart Russell - The Terrifying Problem Of AI Control
PodcastModern Wisdom
In the book "Human Compatible", the current approach to AI is referred to as the standard model, which is based on the notion of rationality that comes from philosophy and economics.
25:04 - 26:58 (01:54)
Summary
In the book "Human Compatible", the current approach to AI is referred to as the standard model, which is based on the notion of rationality that comes from philosophy and economics. This model creates AI systems that are designed to achieve objectives based on the rational actions taken.
ChapterOptimizing Algorithms with Cost Functions
Episode#364 - Stuart Russell - The Terrifying Problem Of AI Control
PodcastModern Wisdom
The objective for autonomous vehicles may seem simple, but it can actually be quite difficult to specify due to the need for a well-designed cost function that optimizes behavior while avoiding unintended consequences.
26:59 - 29:48 (02:49)
Summary
The objective for autonomous vehicles may seem simple, but it can actually be quite difficult to specify due to the need for a well-designed cost function that optimizes behavior while avoiding unintended consequences.