The Traditions — Summary

Priya is forty-two and works land in Satara district. She walks to a water source that has moved further away twice in five years. She manages a household in which she is the only fully functional adult. She walked into a primary health center and the AI triage system recommended iron supplements and rest.

A single skeptic trained on any one tradition will doubt what that tradition taught it to doubt and accept what it did not flag. The solution is not one skeptic but seven operations, each derived from a philosophical tradition the AI development ecosystem was not built to see. The analytic tradition that dominates AI ethics is the water the entire system swims in. You do not need a skeptic from the tradition that built the system. You need skeptics from the traditions it cannot see.

Pyrrhonian suspension flags every category treated as natural that has not been established as one. “Patient,” “agricultural worker,” “fatigue,” each a classification decision, not a fact. Nagarjuna’s anti-reification catches the moment an abstraction starts being treated as a thing. Priya’s fatigue is not a medical entity. It is a life. The system reified her exhaustion into a category and that act determined what interventions were possible before any were considered. Ubuntu’s relational ontology asks whether the individual unit of analysis is real. Her health is not a property of her body. It is a property of her household, her water access, her marriage, the monsoon. Feminist standpoint theory asks from whose position the proposed solution looks adequate. “Iron supplements and rest” looks adequate from the clinician’s position. From Priya’s position, rest does not exist. It is not available to her. Pragmatist consequential verification traces the recommendation to its six-month outcome: she comes back, same symptoms or worse, because the fatigue was never an iron problem. Indigenous non-transferability asks what is lost when clinical guidelines developed in urban tertiary hospitals are applied in drought-country Maharashtra. The transfer is not free. The cost is borne by Priya. Daoist anti-categorization asks whether the act of categorizing is the right move at all. Maybe what she needs is not a diagnosis but a witness.

Roy Bhaskar’s critical realism runs beneath all seven. Reality is stratified: the empirical (what has been observed), the actual (what has occurred), the real (the generative mechanisms). Each tradition catches a different way the empirical stratum fails to represent the real. Nagarjuna catches reification. Ubuntu catches atomization. Feminist epistemology catches perspectival bias. Each is a specific variety of stratum gap: a specific way the surface of the data undershoots the depth of the reality it claims to describe.

The Intersectional Systemic Harm Index already performs several of these operations without naming them. It refuses atomization. It traces barriers to their compounding consequences. It was built from the lived experience of watching systems process people whose lives exceeded the categories. The traditions give names to what the index does and explain why it works when conventional assessment does not.

The seven operations would not have changed Priya’s situation. They are not treatments. They are ways of seeing clearly enough to know that the treatment offered was insufficient for the life it was offered to. That clarity is the precondition for any intervention that might actually reach the stratum where the mechanisms operate.