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F1's Data-Driven Evolution: Red Bull Prepares for Vegas

11/22/2025

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Summary

Story summary

AT&T arranged flights and accommodation for Ars to attend the Las Vegas Grand Prix.
Formula 1 has evolved since 2017 and now relies heavily on data for engineering decisions.
The sport has surged in popularity in the United States, with a $140 million cost cap for car development.
Oracle Red Bull Racing must optimize resources under the cap.
Hybrid powertrains remain similar, but aerodynamic grip now comes mainly from ground-effect floors.

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Story summary

AT&T arranged flights and accommodation for Ars to attend the Las Vegas Grand Prix.
Formula 1 has evolved since 2017 and now relies heavily on data for engineering decisions.
The sport has surged in popularity in the United States, with a $140 million cost cap for car development.
Oracle Red Bull Racing must optimize resources under the cap.
Hybrid powertrains remain similar, but aerodynamic grip now comes mainly from ground-effect floors.