Healthcare and multi-agent AI

MARC v1, listed on arXiv on 14 August, brings extraction, reasoning, answer-generation and evaluation agents together in a deterministic, YAML-configurable workflow with explicit context passing and traceable intermediate outputs. API and local CPU-compatible deployment are supported.

This is a research system, not a clinically validated or approved product.