Now something completely different...
We all know that John has interests in prior probabilities --- especially those that may have some nice symmetry (or invariance) properties.
He also picked up some spherical geometry from Brother Ligouri, so let's start with the geometry.
We just contemplate a few things:
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The traditional 2-sphere --- boundary of the beach ball
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The great circles of the 2-sphere --- equators, much like the one that John was born below.
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Now, the 3-sphere --- less familar but still simple by modern standards
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Now, the great circles on the 3-sphere --- well, they offer a little surprize
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Note: This is the power of our intuition in 4-dimensions.
Finally, putting some pieces together ...