Racing in Abu Dhabi 2025 — Structural Breakdown
This case study examines a 57-lap, 171-sector racing system. Using φ, κ, and λ, we reconstruct how pressure converted, how control held, and why outcomes diverged.
Structural Load — Full Race (φ)
Lower φ reflects efficient control; rising φ signals structural strain.

Escalation vs Stability — κ / λ
κ indicates escalation; λ shows whether the state is sustainable.
