Synthetic Data Generation for AI LLM model training can easily be co-mingled with the original data from real world sources – that’s where begins the threat to the integrity of the entire system. US Government must come up with data labeling regulation soon.
There is an urgency for a data labeling law requiring disclosure if the data used in an AI model is original with traceable sources, or the result of synthetic data generation, before the data lake is tainted. This also has far reaching consequence about how truth is defined and protected.
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