THE MODULES

SEMANTIC TRAJECTORIES: We don't guess if we're aligned; we map it using cosine similarity. This visualization maps a multi-turn interaction into reduced semantic space.

THE RESONATOR: Quantifying the invisible. This lightweight instrument measures cosine similarity in turn-taking dynamics. Use The Resonator to measure the stability of your own interactions.  

 THE ARRAY: The Array is a comparative analysis tool for examining alignment, divergence, and shared structure across multiple language models given the same input.  

LIVE WIRE (DEMO): A multi-model orchestration system for observing how LLMs stabilize, diverge, and align across synchronized multi-turn interactions.

THREAD PULSE: A longitudinal interaction analysis instrument for detecting stability, volatility, and regime transitions in multi-turn conversations. 

OPERATIONAL LOGS: These notes serve as an interpretative layer connecting empirical artifacts to emerging alignment questions, while deliberately leaving conclusions open.