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HCIP is a formal cognitive architecture for human–machine reasoning, built around the idea that meaning becomes richer, more stable, and more structurally coherent when interactions unfold across time with shared context.
Structural comparison of GPT vs Claude dialogue grammars. 12-segment typology (GPT, May 2025) vs 8-segment (Claude, Jul-Oct 2025). Type crosswalks and comparative matrix.