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analog-spline-theory

Spline theory as an analog physical process — continuous curves from differential equations, deadband settling, and spectral gap analysis.

What This Gives You

  • Spline-as-physics — splines derived from mechanical analogies (beams, springs, gravity)
  • Deadband settling — curves converge to targets within friction/gravity deadbands
  • Spectral gap analysis — connection between spline smoothness and eigenvalue gaps
  • Formal proofs — shipwright theorem and related mathematical foundations

Contents

  • SYNTHESIS.md — unified theory document
  • ADVERSARIAL-SYNTHESIS.md — multi-model debate and refinement
  • FINAL-5-MODEL-SYNTHESIS.md — convergence across 5 AI models
  • shipwright-theorem-formal.md — formal statement and proof sketch

How It Fits

The theoretical foundation for:

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MIT

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Formal proofs in analog spline theory: Shipwright's Theorem, Galois Connection

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