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Resonetics

Engineering Tension, Not Intelligence

Resonetics is not an AGI.
It is a dynamical control system designed to prevent saturation by balancing:

  • Structure — prevents collapse into chaos (form, constraint)
  • Flow — prevents freezing and stagnation (continuous change)
  • Tension — rewards productive contradiction between reality and ideal

Creativity is not optimization.
It is the sustained management of contradiction.

Resonetics does not resolve tension.
It decides which tensions deserve to live.


Core idea (3-second read)

Most AI systems optimize for:

  • accuracy
  • convergence
  • stability

Resonetics asks a different question:

What should not be resolved?

Premature resolution can destroy:

  • adaptability
  • creativity
  • long-term stability

Contradiction is treated as a signal, not a failure.


What Resonetics does

Resonetics focuses on a measurable loop:

  1. Detect paradox / contradiction
  2. Measure structural tension
  3. Decide: preserve, ignore, or collapse

This is rule-based, auditable, and reproducible — not opinion-driven.


Repository structure

This repository contains multiple evolutionary versions of the same idea.
Each version represents a discarded assumption and a cleaner abstraction.

  • Prophet — enterprise runtime / system self-protection
  • Auditor — structural analyzer (code as living structure)
  • Via Negativa — the creative core: subtractive cognition
  • K8s RL Env (optional) — benchmarking under entropy + budget pressure

📘 Conceptual & mathematical details: see CONCEPTS.md
🧬 Version lineage / archive: see VERSIONS.md (recommended)


Paradox classification

Each paradox is evaluated across measurable dimensions (e.g. tension, coherence, pressure response), then mapped to a deterministic verdict:

Type Meaning Action
creative_tension stable contradiction generating insight PRESERVE_AND_FEED
bubble inflated claim without structural support IGNORE
collapse internally inconsistent or defensive paradox FORCE_COLLAPSE

What this project is NOT

  • ❌ Not AGI
  • ❌ Not a consciousness simulation
  • ❌ Not a chatbot
  • ❌ Not claiming emergent intelligence

Resonetics does not claim intelligence.
It studies tension management.


License

AGPL-3.0
Dual-license possible for commercial use (see file headers / contact).


Final note

If a computational system ever appears creative,
it is not because it knows more —

but because it knows what not to resolve.

About

"The Physics of Intelligence"

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