Inferentia
Inferentia is a clinical AI system that models chronic disease as rigid predictive priors — not just abnormal biomarkers.
Core trick
Solves closed-form posterior math across 22 metabolic nodes, then passes the result to a model that writes clinician and patient views.
Description
Inferentia is a clinical AI system that models chronic disease as rigid predictive priors — not just abnormal biomarkers. Three coordinated Opus 4.7 agents run closed-form math across 22 metabolic nodes, select modulators from a nutrigenomic knowledge base, and synthesize a full clinical protocol with extended thinking. The same posterior produces two outputs: a clinician view with auditable math, and a patient view with a salutogenic narrative and body map. Built by a practicing integrative physician with two decades of clinical experience.
README excerpt
# Inferentia Built with Opus 4.7 · Cerebral Valley × Anthropic Hackathon · April 2026 --- ## Core thesis > *An ill person is an organism executing predictions across its four cognitive levels — cellular bioelectric, organic homeostasis, somatic unconscious, explicit consciousness. Altered biomarkers, chronic symptoms, metabolic rigidity: all are the signature of instructions the organism keeps executing, not memories it consults. Inferentia identifies those active instructions — predictive imprints, deficiencies limiting regulation, toxins forcing the system, available agency, amplifying genetics — and computes which interventions expand the frontier the pattern contracted. The outcome is not normalizing a value: it is enabling the organism to do more.* **Tesis (original, español):** > *Una persona enferma es un organismo ejecutando predicciones en sus cuatro niveles cognitivos — bioeléctrico celular, homeostasis orgánica, inconsciente somático y consciencia explícita. Biomarcadores alterados, síntomas crónicos, rigidez metabólica: todo es la signatura de instrucciones que el organismo sigue ejecutando, no recuerdos que consulta. Inferentia identifica esas instrucciones activas — improntas predictivas, carencias que limitan la regulación, toxinas que fuerzan el sistema, agencia disponible, genética amplificadora — y calcula qué intervenciones expanden la frontera que el patrón contrajo. El outcome no es normalizar un valor: es que el organismo pueda más.* ## What Infer