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It’s impossible to know precisely when organized horse racing first began. We know that horse racing was part of the Olympic Games in Greece as early as 700 BC.
The odds are always stacked in favor of the house, so the chances of losing money are generally higher than the chances of winning over the long term. However, there are people who found ways to "beat the house."