The cited sources give this account: Prediction markets and polling have long been used to gauge public opinion and predict election outcomes. For instance, in the 1916 presidential election, prediction markets were accurate about 75% of the time, showcasing their historical reliability. However, these methods can be manipulated, as evidenced by the 2016 election, where most polls incorrectly predicted a win for Hillary Clinton. This highlights the potential risks and inaccuracies associated with relying on prediction markets and polling.

Modern prediction markets like Kalshi and Polymarket have evolved from their historical counterparts, offering a way to bet on a wide range of events, from political races to natural disasters. However, their use raises ethical concerns and potential for manipulation.

The media's reliance on prediction markets, such as CNN's partnership with Kalshi, highlights the growing interest in using these markets to predict future events. However, this raises questions about the accuracy and ethical implications of such practices, especially given the potential for insider trading and the spread of disinformation through fake polls.

Recording map. Duration 34:02. 01:47 — The Coming Kalshi Elections. Topic markers are not factual verification.
ClipCast.News recording map · timestamps derived from the original recording.