One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.
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Structural racism and persistent inequalities leading to "notably higher risk of adverse outcomes" for women from black and Asian backgrounds and women from more deprived areas. Discrimination against disabled women, Muslim families, refugee and asylum women and LGBT families was also reported