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Spinoff from #811

Holding off just because there's a failing test when comparing the the jax scan benchmarks

Unlike MIT-SOT and SIT-SOT these can be positive or negative, depending on the order of differentiation
Also simplified test. Shared variables aren't needed for the test and clobber it
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