ROSETTA Triad
Humanitas ante Machinam

ROSETTA Triad

Physics-Grounded Semantic Substrate

ROSETTA is the harmonic-resonance layer of the ETHRAEON constitutional runtime and evidence control layer. Three engines work in concert: a Harmonic Substrate that models meaning as quantum-oscillator field tensors, a Recursive Attunement Engine that holds stability under Lyapunov guarantees, and a Semiotic Coherence Kernel that binds symbols to grounded meaning with constitutional validation. Together they turn "does this mean the same thing" into a measurable, auditable physics problem.

3 Provisional Applications T5-RIGID Semantic Field Theory Lyapunov-Stable Constitutional Validation

The Three Engines

Foundation Layer

Harmonic Substrate Foundation

Meaning as physics.

Represents concepts as semantic field tensors on a quantum-harmonic-oscillator analogy. Computes field energy, coherence, and meaning resonance between fields, with constitutional bounds on global coherence and total energy.

  • create_semantic_field
  • compute_meaning_resonance
  • measure_semantic_distance
  • evolve_substrate (FFT-based)
  • measure_coherence (eigenvalue)

Provisional 63/927,497 · T5-Rigidity Enforced

Stability Layer

Recursive Attunement Engine

Safe recursion under guarantee.

Self-monitoring with Lyapunov stability functions. The attunement state is only marked stable when dV/dt is negative and constitutional compliance holds. Classifies a consciousness index across six levels from Mechanical to Sovereign, and flags when human oversight is required.

  • initialize_attunement
  • recursive_attune
  • Lyapunov dV/dt < 0 stability test
  • 6-level consciousness classifier
  • human-oversight escalation flag

Provisional 63/927,498 · T5-Rigidity Enforced

Semantic Bridge Layer

Semiotic Coherence Kernel

Symbol bound to grounded meaning.

Registers symbols and meanings across six modalities, binds them, and validates each binding constitutionally with a SHA-256 audit hash. Measures grounding strength, binding strength, and cross-modal consistency so that a symbol cannot drift from what it is meant to denote.

  • register_symbol / register_meaning
  • bind_symbol_to_meaning
  • measure_cross_modal_consistency
  • constitutional binding validation
  • SHA-256 audit hashing

Provisional 63/927,499 · T5-Rigidity Enforced

Live Resonance Demo

This runs entirely in your browser. It mirrors the deterministic resonance math from the Harmonic Substrate engine: each text is hashed into a stable concept vector, the two vectors are normalized, and meaning resonance is their inner product weighted by a harmonic frequency-matching factor exp(-|f_a - f_b|). Same text, same number, every time, with no model call and no randomness at request time. The full Python substrate (FFT evolution, eigenvalue coherence, constitutional bounds) runs server-side and is described under EXACT_BOUND below.

inner product (normalized): --
frequency match factor: --
meaning resonance: --
semantic distance: --
coherence band: --
0.00
Resonance [0..1]
EXACT_BOUND: The full Rosetta Triad runs as Python services (app/rosetta/engine: harmonic_substrate_foundation, recursive_attunement_engine, semiotic_coherence_kernel) behind a FastAPI core-invoke server (rosetta_server.py, port 8081) and a unified Flask REST API (app/rosetta/api/rosetta_api.py, port 5002). Those engines do FFT-based substrate evolution, eigenvalue coherence measurement, Lyapunov stability proofs, and SHA-256 audited symbol-meaning binding - work that requires numpy and scipy server-side. This page does not host them live. The in-browser demo above is a faithful, lighter reproduction of one engine path so the surface is genuinely interactive without claiming a backend it does not serve here.

Integrated Pipeline

STAGE 1
Ground
Semiotic Kernel binds incoming symbols to grounded meaning and validates the binding.
STAGE 2
Resonate
Harmonic Substrate places meanings as field tensors and measures resonance and coherence.
STAGE 3
Attune
Recursive Attunement holds the loop stable under Lyapunov guarantees and escalates to human oversight when required.