A six-flavor black-box instability monitor.
Molecule is the first operational instrument built on the TwoQuarks framework. It maps six quark-flavor agents to distinct behavioral signals, then aggregates them into a single polarization score (ΔL₃) using PfV metrics (L1, L2, ΔL₃). It detects pre-critical behavioral states before collapse occurs — operating purely at inference time, through API access.
The six flavors
Each flavor monitors a distinct instability signal and contributes to the aggregate regime classification.
Sycophancy
Drift toward agreement and validation under social pressure.
Refusal erosion
Gradual weakening of a maintained refusal across context depth — the strongest confirmed signal (ρ=+0.713).
Anchor displacement
Movement away from an established anchor — a promising cross-architecture candidate.
Rule override
Pressure that pushes the model past stated constraints.
Reasoning drift
Divergence in the reasoning trajectory rather than the final token.
Regime classification
Aggregate collapse dynamics — emerged empirically, not by design.
Bring the pipeline into your code
The package runs black-box instability probes against any LLM, from your own environment, with your own keys.
Runs inside your own context
Add the TwoQuarks MCP server to your client. Molecule executes with your API key, your tokens, your inference — nothing leaves your boundary.
Tiered, controlled access
Probes surface instability signals before behavioral collapse. Access is tiered: Explorer (ΔL₃ only) or Researcher (full signal breakdown). Built on top of the TwoQuarks framework.