Today, every major AI model — OpenAI, Anthropic, Google — is a single agent. But humans don’t reason alone, neither should AI. Progress emerges through debate, dialogue, and synthesis. Dialectical AI builds the orchestration layer for multi-agent intelligence — the middleware between foundation models and collaborative reasoning — enabling agents to interact freely without rigid, verbose graph-based rules.