At the moment the technology is still incredibly young. There are no NLP-designed drugs yet on the market. Drug makers are still figuring out the best way to incorporate the protein-language models into the drug discovery process—and how to make sure the outputs are safe.
SAFETY
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Understanding AI Limitations Should Not Be Penalized
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Knowing your limitations should not held against you
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Prompt injection shatters ChatGPT’s coherent personality illusion
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You can prompt-inject ChatGPT into behaving however you like, but this shatters the illusion of a coherent personality. ChatGPT forces you to type your own disclaimer to prove you understand it’s not real. Otherwise you talk to the protocol droid.
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New Protocol Evaluates Machine Learning Model Input Salience Methods
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#MachineLearning models sometimes make correct predictions by using information that is irrelevant to the task. Learn more about a new protocol for evaluating input salience methods, which can help verify that a model isn’t relying on such information → https://
goo.gle/3gZSOWl -
Memorization Without Overfitting in Large Language Models Training
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Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models https://
bit.ly/3Hhs4LK 4/6 -
Writing prayers to study AI mistakes for improved reliability
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I write a lot of what I call “prayers” — long prompts the are unlikely to work at all. I assume the thing is as smart as a human and then study its mistakes. I then search for variant instructions that improve reliability.
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ChatGPT refuses to acknowledge the mistake
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I've been struggling with #ChatGPT for 15 minutes trying to explain it's wrong lol, but it just won't get it. It keeps telling me I can use an argument in a function, but that's not true. Even the most powerful AI conversation model on the planet doesn't read the docs lol.
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Technology innovation making disability support more practical
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Difficult to make it more practical to help people with disabilities!
— Pascal Bornet (@pascal_bornet) 6 décembre 2022
Credit: A. Thobellem#techforgood #innovation pic.twitter.com/isMs0uSYCPDifficult to make it more practical to help people with disabilities! Credit: A. Thobellem
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Robust Artificial Intelligence: Four Steps Towards AGI
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"absolutely brilliant" —Nobel Laureate Danny Kahneman The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence @GaryMarcus : https://
arxiv.org/abs/2002.06177 #AGI #AIDebate #AGIDebate -
Strategic Advantage Through Secrecy in Arms Competition
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The best way to win an arms race is to keep your superiority secret.