Harmony feedback model

Explore bounded entropy/order feedback with explicit model time, reproducible random choices and truthful run exports.

Current interpretation

Model time now enters the update. The unused k-fit label is not presented as an active parameter. Export contains recorded samples; the paired sweep actually changes the pulse condition and uses controlled seeds.

Model scope and provenance

C=1−H is a defined order score, not the released model’s φ. Response gain is not power or thermodynamic efficiency. The separate k≈1.549 lead is neither fitted nor tested here.

Actual recorded synthetic steps, not instrument telemetry or measured energy.

Historical sources remain separately identified; availability is not a safety endorsement.

Current educational models and release boundaries

Safety notice

Before you enter

This site shares open, exploratory research, including the Living Theory of Everything (LTOE) and the Trust Scalar simulations. It’s here so people can explore, question and learn in the open.

Please keep in mind:

  • This is research in progress, not a finished theory. Each result is labeled supported, refuted, instrument-limited or hypothesis.
  • Nothing here is a prediction or a warning to act on. Please don’t use it for decisions about safety, health, money or emergencies.
  • It’s meant to help, never to harm. The Trust Scalar exists to identify and damp instability, never to create it.

By entering, you agree to use this work in good faith, for learning, research and open discussion, and never to harm, mislead, frighten or control others.

Tick the box to continue