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Alignment is not a checklist. It's physics.

Dynamical Resonance

Communicative alignment is not compliance. It is stability under interaction.

This work examines how meaning persists, transforms, and destabilizes across multi-turn Human-AI exchanges. Rather than forcing outputs, we study how interaction dynamics evolve over time.

We don't chase responses. We study trajectories.

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Correspondence: Support@flameteam.net

Independent Research - EIN on file

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We don't prompt. We ignite.

We don't prompt. We ignite.

Alignment is not a checklist. It's physics.

Alignment is not a checklist. It's physics.

Dynamical Resonance