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Longer write-ups of papers and ideas, with the figures and animations that did not fit in the PDF.
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Spherical Fixed-Point Reasoners
Adaptive loop halting on the hypersphere
Run a looped transformer's fixed-point solver on the unit sphere: the state cannot blow up, halting becomes an angle, and the geometry of the computation becomes readable.