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Netflix to buy Warner Bros film and streaming businesses for $72bn

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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Birmingham City’s owner, Knighthead Capital Management, is among a number of American investors exploring the purchase of potential new franchises in Prem Rugby before a radical shake-up of the sport due to be ratified by the Rugby Football Union on Friday.