According to many people, fresh cilantro (or any kind of cilantro) tastes like soap. Apparently, this genetic issue only affects those with certain olfactory receptor genes that allow them to taste the aldehydes in the cilantro leaves. Being super sensitive to this delicious herb only affects a small percent of the population though.