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docs: README pass - #14

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docs/readme-20261031
Nov 1, 2026
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README pass: facts checked against origin/main, dependency and install versions matched to the published release, and performance claims qualified or removed where no committed benchmark script backs them.

- The protein torsion example prints "phi/psi", not "φ/ψ"; the sample
  output now matches a release run.
- Remove the pullback and Lie-group flow matching references: neither
  method is implemented in the crate. Renumber the rectified flow
  citation.

Checks: ran sd_fm_semidiscrete_linear, rfm_minibatch_ot_linear,
rfm_protein_torsions_1bpi and rfm_usgs_earthquakes_sphere in release
(all printed numbers match), rfm_poincare_geodesic_ode with
--features riemannian, cargo test, docs-check README.md (readcost
noun-stack hints only).

Claude-Session: https://claude.ai/code/session_01UJZpXWPEdKXLtAA19wY4Sh
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arclabs561 merged commit 84ee18e into main Nov 1, 2026
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arclabs561 deleted the docs/readme-20261031 branch November 1, 2026 12:57
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