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Run locally

Download demo/semantic-compression-v0.1.0.html and open it directly in your browser. (Some platforms block inline scripts in previews.)

It’s a single-file HTML demo that visualizes a simple control loop:

RELAX → CONSTRAIN → FRAME_SHIFT

  • RELAX expands a candidate space (exploration)
  • CONSTRAIN projects candidates onto a target structure (selection)
  • FRAME_SHIFT (“not X, it’s Y”) swaps the target manifold
  • Each action is recorded in a Merkle-like lineage log (tamper-evident history)

This is a small concept proof to explore how novelty and stability can coexist when iterating over evolving artifacts.

Run:
Open demo/semantic-compression-v0.1.0.html in any modern browser.

No build step, no dependencies.

https://ako-kamattechan.github.io/improved-robot/

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Single-file demo of RELAX/CONSTRAIN control loop with frame shifting and Merkle-like lineage.

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