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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
These providers are suspected of stealing taxpayer money through unscrupulous actions such as:
- Billing medical equipment for a patient that died 20 years earlier
- Billing $2.2 MILLION in genetic testing to patients who confirmed they never received the tests
- Billing $1.1
btc
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twitter.com)
‼️BREAKING: ZELENSKYY RESPONDED TO INDIAN PM AND OTHERS WHO UNFAIRLY CONDEMNED UKRAINE FOR A STAGED ATTACK ON PUTIN'S DACHA
"You know what honestly causes confusion and, well, uncomfortable feelings? That representatives from India, the Emirates, and several other countries
时政
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twitter.com)
Advertisement spotted in China:
“Public opinion guidance · Comment control · Crisis suppression · Keyword cleansing.”
This isn’t PR. It’s an industry.
When narrative management is openly sold as a service, the question is no longer whether opinion is shaped — but who gets to
时政
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twitter.com)
Chinese netizen exposes the elite bubble of state media:
Why do CCTV journalists—mostly urban elites who rarely step into ordinary people's lives—obsess over filming American homeless tents to declare 'capitalism failed,' while staying completely silent on northern families
时政
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twitter.com)