Immunity as Boundary Verification: Normal-Form Dynamics, Adversarial Classification, Distributed Verification, and Non-Clinical Proxy Maps in Active Biological Systems

Yining Wu · 2026-05-21

Systems-theoretic reconstruction of immunity as finite-capacity boundary verification. Defines normal-form dynamics for verification saturation, a fold-like attractor-loss model, adversarial distinction injection and classifier sabotage, distributed verification topology and spatial latency, dimensionless control numbers (VLR, SPI, ADR, SLR), as-if decision-theoretic immune action, graph-based spatial bottleneck model, non-clinical wet-lab proxy maps, crucial divergent predictions (verification DDoS, bandwidth vs effector exhaustion, spatial bottleneck), minimal experimental test frameworks, and seven B1 claim cards.

@misc{wu2026fdsb1,
  author = {Yining Wu},
  title = {Immunity as Boundary Verification: Normal-Form Dynamics, Adversarial Classification, Distributed Verification, and Non-Clinical Proxy Maps in Active Biological Systems},
  year = {2026},
  doi = {10.5281/zenodo.20327539},
}