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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Naga and the doctors are joined by Becca Rodker to talk about her experience of going through surgical menopause. It’s what happens when both ovaries are removed during surgery before you’ve gone through a natural menopause. It causes the sudden loss of hormones, and it can be very overwhelming. The doctors talk through what happens and answer questions from callers. This episode was first broadcast on BBC 5 Live on 10 February 2026.
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