

Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
20 snips Dec 28, 2019
In a thought-provoking discussion, Melanie Mitchell, a professor of computer science, dives into the complex world of artificial intelligence and common sense. She highlights the significance of analogy-making in both human cognition and AI, explaining how simple rules can lead to complex behaviors. The conversation also touches on the challenges of achieving human-like understanding in machines and the existential risks posed by advanced AI. With insights from her book, she explores the future implications of AI technology on society.
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AI's Definition Problem
- The term "artificial intelligence" is problematic due to its vagueness.
- "Intelligence" has various interpretations, making the field's goal unclear.
Shifting Definitions of Intelligence
- We constantly redefine intelligence as machines achieve tasks we once deemed uniquely human.
- This makes defining a clear line between weak and strong AI challenging.
Humanity's Unique Drive
- Humans have a unique drive to create artificial life and intelligence, unlike other species.
- This desire stems from a deep curiosity about ourselves and a desire for assistance.