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Who coined the term "Hallucination" for AI?
Now I know. It's likely in his seminal 2015 blog post, "The Unreasonable Effectiveness of Recurrent Neural Networks" - the OG language model tutorial before Transformer was born.
RNN hallucinates:
- A non-existent Yahoo URL…
时政
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twitter.com
)
Who coined the term "Hallucination" for AI?
Now I know. It's likely @karpathy in his seminal 2015 blog post, "The Unreasonable Effectiveness of Recurrent Neural Networks" - the OG language model tutorial before Transformer was born.
RNN hallucinates:
- A non-existent Yahoo URL
- Algebraic geometry theorems and diagrams that are totally bs. What's funny is that the LM chooses to skip a proof (“Proof omitted”, top left) 😅
Even though it's an old post, the principle of next-token prediction was already there, at least 7 years before ChatGPT. Andrej also discussed the concepts of reasoning, memory, and attention (with fantastic visualizations).
The best read for your weekends: https://t.co/xg1tRjR5Rf
点击图片查看原图
This light spot in the middle of the South Pacific is no Google Earth anomaly. This appears exactly at the coordinates where the U.S. aircraft carrier Saratoga sank in 1946. The top of her intact superstructure is a mere 18 meters below the surface. Amazing relics lurk below. 1/8
时政
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twitter.com)
Sylvester Stallone said the iconic Rocky stairs scene was filmed quickly before the police arrived.
“I wasn’t even thinking about the stairs. We didn’t have the money to film there.”
“I just got out of the car and said, ‘Let me run up the stairs and get one take of that.’”
有趣
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twitter.com)