A synthetic race vehicle. Nine interacting systems. One continuous engineering understanding.
Watch V.I.R.A.L. detect a developing limitation before conventional thresholds, reconcile conflicting evidence, advise the pit wall and driver, preserve the vehicle and prove the engineering response.
Nine vehicle systems testify about the same moment. Some disagree. V.I.R.A.L. weighs every testimony against every explanation, so no engineer has to assemble the jigsaw by hand.
Each statement comes from evidence windows on comparable track segments, not from one instant's reading.
▲ supports · ▼ contradicts, accumulated and weighted toward recent evidence. When a system testifies, its cells are outlined: lime supports, red contradicts. Probabilistic inference decides what V.I.R.A.L. currently believes.
Each system reports over the vehicle network. Pulses show testimony reaching V.I.R.A.L.
The same fusion runs on corner evidence. Understeer angle (steering beyond geometry) at every at-limit apex, against apex speed. Synthetic chassis and aero model.
Reasoning decides what should happen. Authority decides whether it is allowed. Model recommendations never become engineering truth merely because a model produced them.
Every finding, belief change, transmission, decision and verification is recorded.
Preservation buys time. It does not fix the cause. The loop continues in the pit and closes only when the rerun proves it.
Discuss the architecture, engineering application or potential use case directly with Riz.
Available for senior engineering positions, independent contracts, consultancy and strategic technical collaborations worldwide.
V.I.R.A.L. automates engineering awareness, not engineering expertise.
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