Speeding up can help avoid sideswipe collisions but not head-on or rear-end collisions.
Speeding up can help avoid a sideswipe collision as increasing speed may allow you to clear the other vehicle without contact.
In a front-end collision with a stationary object, speeding up would not help as it would result in a more forceful impact.
Similarly, in a head-on collision or broadside/rear-end collision, speeding up would not be helpful as it would likely worsen the impact.
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