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user43928today at 8:13 AM1 replyview on HN

How does the allegation make any sense?

AI labs can hardly just throw random confidential data into the training and then hope it does not leak into the output of their model in an obvious way.

If that would be found it would destroy their main source of revenue, it could became a major national security or healthcare enforcement matter, and result in criminal investigations.


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Barbingtoday at 10:03 AM

Some of the smartest people on the planet all in the same room, data at their fingertips… they randomly add it to the training set?

Labs at least must study prompts in an airgapped fashion. From there, consider how they could generate synthetic data to train another model. After, require trusted staff to do multiple levels of independent granular reviews of all fruits of the highest-value stolen inputs. (Or for model training data only, data never has to leave the airgap.)

Definitely risky, anyway. Surely some AI user has sent data, in confidential mode, with a unique shape they expect to be able to recognize if a later model recreated a facsimile even with heavy substitutions… but labs could bring risk of getting caught (over next few years) down quite low with extraordinarily ultraparanoid strategy. (But hopefully everybody is just behaving!)

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