Will Tebbutt

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Hmmm maybe you're right? That being said, LogDensityProblemsAD does now support arbitrary `ADTypes`, meaning that you can use `ADTypes` to make any backend supported by DifferentiationInterface work for you. e.g....

> gives this error: Is the problem just that `f` should be passed to `value_and_gradient!!`, rather than `contract`?