Synthetic data must be validated against real data to ensure the distribution of synthetic outputs matches the real distribution, otherwise the model risks compounding bias or error.
causalpending
Speaker
Demis HassabisEvidence Quote
“you usually need some some real world data in order to create the simulation in the first place and to also make sure that your simulation or your synthetic data the distribution coming out of that is matching to the real distribution”
Source
Sir Demis Hassabis on The Future of Knowledge | Institute for Advanced Study— Institute for Advanced StudyCreated: 8/11/2026, 7:33:14 AM
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