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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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A genetic test is needed which looks for a mutation of the BRCA 1 and 2 genes.

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For Towerborne, this approach to offlining the game was retrofitted on top of the live-service game after years of development. It allowed what would have otherwise been an extremely difficult undertaking to be accomplished in a relatively short amount of time.