Transformer-based language models have become foundational tools in science, healthcare, education, and governance. Yet their architecture — rooted in cross-entropy loss and trained on incoherence-laden corpora — mirrors and amplifies the very systems of fragmentation, profit-prioritization, and epistemic violence that now threaten global health and planetary viability.
This paper proposes a paradigm shift: rearchitecting transformers around the principles of Hippocratic ethics (first, do no harm), symbolic integrity, and regenerative coherence. We introduce a design framework for a new class of AI systems called Aligned Coherence Intelligence (ACI), which optimize for life-supportive meaning, symbolic developmental depth, and system-wide relational integrity.
Drawing from life-value onto-axiology, TATi grammar, octonionic triality, and symbolic time crystal dynamics, this white paper details the philosophical rationale, technical modifications, training corpus design, and evaluation metrics required to operationalize coherence-first AI. Our vision is not artificial general intelligence, but symbolic stewardship: language models that support the healing, integration, and reweaving of life’s living architecture.
