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Melanie Mitchell

1 appearance ·5 ideas explored

existential risk cognition artificial intelligence autonomous driving deep learning

Across 1 conversation, Melanie Mitchell ranges across existential risk, cognition, artificial intelligence. Melanie Mitchell critiques the term 'artificial intelligence' as misleading, preferring 'complex information processing.' Deep learning lacks the ability to prioritize relevant features, limiting its understanding of concepts like a paddle or a ball in games.

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Mitchell critiques the term 'artificial intelligence' as misleading, suggesting 'complex information processing' would better capture machine capabilities.

Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI

The long tail problem in autonomous driving highlights the challenge of unexpected edge cases not covered in training data, crucial for real-world deployment.

Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI

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