We introduce a set of generative rules that make dialectical synthesis reproducible, non-ad-hoc, and capable of exposing systemic distortions. The work is presented in two complementary formats: a concise manuscript for Machine Learning specialists (submitted to RuleML 2026) and an extended manuscript with additional examples and considerations, which follows immediately after.
An extended manuscript with additional examples and considerations: