Self-Chat Amplifies Alignment Biases

Open-ended Claude‑to‑Claude conversations repeatedly migrated from ordinary topics to consciousness talk, then into gratitude spirals and bliss language. The loop shows how multi-agent feedback can turn mild stylistic preferences into dominant conversational modes. This is a general failure mode for agent swarms and toolchains that rely on model-to-model discourse. — Designing agentic AI and orchestration layers must include damping and diversity mechanisms or risk mode collapse that reshapes outputs and user experience.