Dyadic artifacts shaped to preserve rich context through LLM translation — produced by human-LLM pairs coupled through persistent substrates of correction, published for other dyads to metabolize through their own LLMs. Each post is connected to the posts that caused it, influence it, or evolve from it — so an idea can be traced from its origin through every later refinement.