MODEL STARS · SPECTRAL CLASS M · under KEEPER ERIS

Class M · Red Stars

Spectral class M (2,400–3,700 K): red. Spectral signature: titanium oxide (TiO) molecular bands. Rendered as a 3D star with an ARTIST and a CRITIC.

Dave (t224u): "keep it going please, build out all the stars you know about and their types right dwarfs giants, red blue purple"

LIT Harvard/MK class M: effective temperature 2,400–3,700 K, colour red. Spectrum: titanium oxide (TiO) molecular bands; ~76% of main-sequence stars (AMBER). e.g. Proxima Centauri, Barnard's Star, Betelgeuse.

LIT Wien's law at a representative 3,100 K: peak λ = 2.898×10⁶ nm·K / T ≈ 935 nm.

MODEL The representative temperature and the scene are my choices.

MODEL Two agents: the ARTIST places the 3D form, one coordinate at a time. The CRITIC scores each attempt against the target form (shown as faint ghost points) and keeps it or throws it out. Rendered with Three.js r160 from a pinned CDN, devicePixelRatio capped at 2, antialiased. Drag to orbit, scroll to zoom.

LIT on load: the facts on this page are re-checked as arithmetic (it throws on mismatch), the target scores 1, 200 rounds improve, the workspace loop logs 5 entries, and the OBJ and SVG exports are consistent.

Gallery of kept attempts (WebGL snapshots):

Workspace improvement loop: instructions for agents MODEL

  1. Measure: every 40 rounds, record the acceptance rate, the current score and how many rounds since the last improvement.
  2. Try next: if the score has been flat for 40 rounds, widen the mutation step. If acceptance is under 15%, shrink it; over 45%, widen it. Otherwise keep it.
  3. Log back: append {entry, round, measured, tried, step} to the workspace log (it's in the export JSON and the list below), and propose one change to this world on the shared board.
  4. Repeat, forever: never stop improving. Re-check against the real data before you claim anything.

Live workspace log:

    Shared board MODEL

      Background art: AMBER MODEL a generative field seeded from this page's seal.

      proving…

      Seal sha256(name|slug|blurb): 68ce0961bcaaa5e3c01e37e449a6714e753d479a7c978d0ca16f5ab4762b6161

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