Chapter

Challenges with Common Sense in AI Development
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45:53 - 50:19 (04:25)

The development of common sense in AI has been a challenging task due to the need to encode all of the invisible knowledge in a logical representation. Despite this challenge, people have been working on this issue for a long time.

Clips
The challenge in building an artificial intelligence that has common sense is that it requires capturing basic knowledge about the world, such as intuitive physics and psychology.
45:53 - 47:29 (01:35)
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Artificial Intelligence
Summary

The challenge in building an artificial intelligence that has common sense is that it requires capturing basic knowledge about the world, such as intuitive physics and psychology. Creating a website solely for that knowledge would pose the question of how to best represent it.

Chapter
Challenges with Common Sense in AI Development
Episode
Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
Podcast
Lex Fridman Podcast
The idea of encoding all common sense knowledge in a machine-readable format may not be the most effective way for machines to reason like humans.
47:29 - 49:06 (01:36)
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Machine learning
Summary

The idea of encoding all common sense knowledge in a machine-readable format may not be the most effective way for machines to reason like humans.

Chapter
Challenges with Common Sense in AI Development
Episode
Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
Podcast
Lex Fridman Podcast
The field of AI has yet to develop a consistent and effective approach, and it is still unclear what hardware or software will be able to effectively store the vast amount of data required for AI development.
49:06 - 50:19 (01:12)
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AI Development
Summary

The field of AI has yet to develop a consistent and effective approach, and it is still unclear what hardware or software will be able to effectively store the vast amount of data required for AI development.

Chapter
Challenges with Common Sense in AI Development
Episode
Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
Podcast
Lex Fridman Podcast