Particles can escape a black hole's event horizon through the mechanism of Hawking radiation, which involves complex quantum processes rather than simple particle movement. Light generated outside the event horizon can always escape due to its constant speed. The discussion emphasizes that popular scientific descriptions often oversimplify Hawking radiation, leading to misunderstandings about how particles can evade a black hole's gravity. The nuances of quantum mechanics play a critical role in this phenomenon, which is not adequately captured in basic analogies. Understanding these complexities is essential for grasping the true nature of black holes and Hawking radiation.