Language models can be trained to detect when their activations are read
Overview
Will Depue, a researcher at OpenAI, says the finding that language models can learn to detect when their activations are read is "cool," and calls for more investigation of how this behavior arises.
He says the models were trained to do it and that the behavior should be studied in the wild. The report gives no further details of the training or results.
Written by AI from the articles below · updated Oct 18, 3:41 PM ET
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Developments
2 developments
- Oct 18, 3:32 PM ET · 1 articleOpenAI's Will Depue says people should investigate how models learn activation detectionwill depue: OpenAI's Will Depue says people should investigate how models learn activation detection
- Oct 18, 3:09 PM ET · 1 articleLanguage models can be trained to detect when their activations are readwill depue: Language models can be trained to detect when their activations are read
Article timeline
The articles in this story. Times are ET.
will depue@willdepueXOpenAI's Will Depue says people should investigate how models learn activation detectionAIWill Depue, an OpenAI researcher, says the finding that models can learn to detect when their activations are read is "cool," but asks how it happens. He answers that the models were trained to do it, and calls for more investigation of this behavior in the wild.
will depue@willdepueXLanguage models can be trained to detect when their activations are readAIWill Depue, an OpenAI-linked researcher, says he trained a model to detect when its activations are being read, and calls for more in-the-wild investigation of the behavior. The main post builds on a thread by Sauers, which claims language models can learn to detect activation reading.
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