Interactive Radial-Velocity Decoder - Live Field Test Invitation. Is reality holographic?

Hi everyone,

I’ve just launched a fully interactive web tool that lets you test relational orbital reconstruction from a single noisy 1PN synthesised radial-velocity curve - exactly the kind of 1D data real surveys publish.

How the field test works:

1. Click “Generate 1D stream” → it creates a synthetic but realistic noisy RV time series from a hidden relativistic binary system (true masses, inclination, Schwarzschild effects and all).
2. A classical Kepler fit is applied first - you immediately see the systematic “ghost” residual that Newtonian gravity cannot explain.
3. The relational decoder then runs live in the browser (differential evolution + full MCMC + relational forward model) and recovers the complete 3D physical parameters: true masses, absolute scale, inclination, pericentre precession, etc.
4. You get orbit visualisation, posterior plots, residuals, and a final summary table comparing recovered vs hidden truth.

Everything runs client-side - no installation needed.

Try it here:
https://willrg.com/decoder/

For anyone who wants to test real or custom data:
I’ve also made the full open notebook available on Colab. Just upload your own RV time series (with uncertainties) and run the same relativistic pipeline. You can print/export all plots and recovered parameters.
Just read this report on limitations first https://willrg.com/msini_test.html

Colab notebook
https://colab.research.google.com/github/AntonRize/WILL/blob/main/Colab_Notebooks/ROM_HOLOGRAPHIC_REALITY_DECODER.ipynb

The relational orbital equations and the exact reconstruction method used are detailed in this section of the accompanying paper:
https://willrg.com/documents/WILL_RG_I.pdf#sec:M_sin(i)

And lets not ignore the philosophical implications of this results. They are truly profound.
I’d love to hear your feedback on the physics, the results, the UI, or any issues you spot when running your own datasets. Feel free to post screenshots of what you recover - the more real-world tests the better!

Looking forward to your thoughts.

Edited 4 hours ago4 hr by Anton Rize