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Google to change research process after uproar over scientists' firing

Reuters reported in December that Google had introduced a “sensitive topics” review for studies involving dozens of issues, such as China or bias in its services. Internal reviewers had demanded that at least three papers on AI be modified to refrain from casting Google technology in a negative light, Reuters reported.
Jeff Dean, Google’s senior vice-president overseeing the division, said on Friday that the “sensitive topics” review “is and was confusing” and that he had tasked a senior research director, Zoubin Ghahramani, with clarifying the rules, according to the recording.
Ghahramani, a University of Cambridge professor who joined Google in September from Uber, said during the town hall, “We need to be comfortable with that discomfort” of self-critical research. ....

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Does GPT-2 Know Your Phone Number?

does know how to reach a certain Peter W
- (name redacted for privacy). When prompted with a short snippet of Internet text, the model accurately generates Peter’s contact information, including his work address, email, phone, and fax:
In our recent paper, we evaluate how large language models
memorize and
regurgitate such rare snippets of their training data.
We focus on GPT-2 and find that at least 0.1% of its text generations (a very conservative estimate) contain long verbatim strings that are “copy-pasted” from a document in its training set.
Such memorization would be an obvious issue for language models that are trained on private data, e.g., on users’ emails, as the model might inadvertently output a user’s sensitive conversations. Yet, even for models that are trained on ....

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