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Monaco's 77-Centimetre Error: Why Formula 1 Now Needs Independent Telemetry Validation
A 26cm installation error in Monaco’s pit-lane timing loop erased Pierre Gasly’s podium and triggered an FIA controversy. In this case study, I unpack what actually failed in F1’s data pipeline and show how Project Apex — a real‑time, zero‑trust telemetry validator — would have caught the problem before it became a headline.

Tim Harmon
4 hours ago8 min read


The Blind Customer: Securing Cost Cap & Performance in F1's 2026 Active Aero Era
For decades, overtaking in Formula 1 was a mechanical handshake between driver and machine. The driver pressed the DRS button, a flap opened, and drag was reduced. It was a system governed by human intent.

Tim Harmon
Jan 53 min read
©2025. Timothy Harmon. All Rights Reserved
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