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The FTC has a method for dealing with this: they have in the past year or two ordered companies with ML models built from the personal information of minors to
by ravel-bar-foo 4y ago
The FTC has a method for dealing with this: they have in the past year or two ordered companies with ML models built from the personal information of minors to completely delete their models.
- monetus 4y agoI asked this question a few days ago; I just wanted to say thanks for answering. Some companies can find themselves without a business model if they handle that badly.
- dchichkov 4y agoI agree. There is no reason ML tech should perform worse than traditional software, allowing privacy as per GDPR and CA regulations, at the very least. The input datasets should be managed as per GDPR/CA regulations, with clear flags protecting privacy of EU citizens and CA residents. And any derived models should propagate these labels and not allow querying information violating these regulations. If GitHub Colab implementation or and GPT-3/4 models were developed without these regulations in mind these models should be retrained. Yes, it is a hard research problem. Yet, there is no reason these models should be allowed to violate privacy in worse ways than traditional software.