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Suzuka to Miami: What the Japanese GP Tells Us About F1's 2026 Data Gap
Three race weekends into 2026, Formula One has produced five documented power unit failures, one 50G crash at Suzuka, and a formal FIA acknowledgment that the sport's data architecture cannot surface closing-speed differentials in real time. This analysis examines what the Japanese GP telemetry reveals about F1's 2026 data visibility gap — and why the independent validation case has never been stronger heading into Miami.

Tim Harmon
Apr 215 min read


The 130°C Blindspot: Why F1’s 2026 Regulations Demand Zero-Trust Edge Compute Trackside
The FIA’s 130°C compression-ratio limit for 2026 Formula 1 power units exposes a critical cyber-physical blindspot. When engines expand under extreme heat, unmapped torque spikes threaten to stall Active Aero platforms. Discover how Project Apex utilizes zero-trust, edge-compute telemetry on Cisco IOx to bridge the sim-to-reality gap and validate trackside physics in real-time.

Tim Harmon
Mar 13 min read
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