07版 - 太行深处有个曹家大院(我家门口有文物)

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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 method using hydrofluorocarbon electrolytes for synthesizing alkanes with monofluorinated structures is described, yielding a pathway for manufacturing lithium-metal batteries able to achieve high energy density as well as operate at low temperature.