Predicting the News

On the Media17mApril 22, 2026

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AI-Generated Summary

This episode of On the Media explores the growing influence of prediction markets like Kalshi and Polymarket in mainstream news coverage, examining how financial bets on geopolitical events, elections, and even celebrity interviews are being integrated into broadcast journalism. The podcast highlights concerns about manipulation, insider trading, and the trivialization of serious global events—such as the potential for war or political upheaval—by reducing them to speculative wagers. Journalist Judd Legum argues that news organizations are using these markets to appear neutral and data-driven, avoiding accusations of bias, but at the cost of undermining the core mission of journalism: informing citizens. The episode also reveals alarming examples of individuals profiting from inside knowledge, including a bet on a Venezuelan president’s arrest and a massive market surge before a Chris Hayes interview, raising ethical and regulatory questions. Despite claims of accuracy and market efficiency, the small size and lack of enforcement mechanisms in these markets make them vulnerable to exploitation. The discussion underscores a deeper crisis in media: the blurring line between news and entertainment, where the pursuit of engagement and viewer loyalty leads to the commodification of real-world events. With regulation falling under the CFTC—unlike the SEC’s expertise in insider trading—there is little capacity to enforce fairness. The episode concludes with a call to preserve a form of journalism that prioritizes civic responsibility over spectacle, warning that prediction markets risk turning democracy into a game of chance.

Key Takeaways
1

Prediction markets like Kalshi and Polymarket are being used by major news outlets to appear neutral, but this risks trivializing serious global events.

2

Small market sizes make prediction markets highly susceptible to manipulation and insider trading, with no effective enforcement mechanisms in place.

3

The CFTC regulates these markets but lacks the expertise and resources to combat insider trading, unlike the SEC.

4

News organizations may be using prediction markets to avoid accusations of bias, but this undermines journalism’s role in informing citizens.

5

Betting on events like political outcomes or presidential speeches turns news into entertainment, reducing complex issues to speculative wagers.

…and 3 more takeaways available in PodZeus

Chapters
0:00
2 min

The Rise of Prediction Markets in News

The episode opens with a look at the surge in popularity of prediction markets like Kalshi and Polymarket, which are being used by major news outlets to cover breaking events, from geopolitical conflicts to political races.

2:00
3 min

Regulatory Failures and Insider Trading

An anonymous bettor... Bet $32,000 that the Venezuelan president would be out of power by January 31st. The following morning at 421 a.m. Eastern, the president announced Maduro was in custody. And that user cashed out, making more than $400,000.

Highlight
5:00
4 min

News Organizations and the Gamification of Journalism

You could have a discussion on any range of issues... And in addition to whatever discussion is going on, you will see something at the bottom of the screen saying what is the current state of the market on Kalshi?

Highlight
9:00
4 min

The Illusion of Market Accuracy

The price of a certain outcome is really has no relationship to truth or even probability. It just relates to how much a handful of individuals who have access to wealth have decided to put down in this market.

Highlight
13:00
5 min

The Ethical and Civic Cost of News Gambling

It's a huge flaw in these kind of markets. There was even an instance where... Bill Ackman... publicly suggested, well, what Adams should do is place a bet on himself dropping out and then drop out in order to reap the financial advantage from dropping out.

Highlight
High-Impact Quotes
An anonymous bettor... Bet $32,000 that the Venezuelan president would be out of power by January 31st. The following morning at 421 a.m. Eastern, the president announced Maduro was in custody. And that user cashed out, making more than $400,000.
Michael Loewinger20:49
Viral: 90.0
The price of a certain outcome is really has no relationship to truth or even probability. It just relates to how much a handful of individuals who have access to wealth have decided to put down in this market.
Judd Legum7:32
Viral: 88.0
It's a huge flaw in these kind of markets. There was even an instance where... Bill Ackman... publicly suggested, well, what Adams should do is place a bet on himself dropping out and then drop out in order to reap the financial advantage from dropping out.
Michael Loewinger12:18
Viral: 87.0
Speakers

Host

Michael Loewinger

Guest

Judd Legum
Topics Discussed
prediction markets in journalism95%civic responsibility in media92%insider trading and market manipulation90%gamification of news88%ethics of betting on real-world events87%regulatory gaps in financial markets85%engagement-driven journalism78%efficiency of market hypothesis75%
People & Brands

Kalshi

organization

12xMixed

Judd Legum

person

10xPositive

Polymarket

organization

8xMixed

Commodity Futures Trading Commission

organization

7xNegative

Michael Selig

person

5xNegative

SEC

organization

4xPositive

Donald Trump

person

4xNegative

Chris Hayes

person

3xNeutral

CNN

organization

3xMixed

Jerome Powell

person

2xNeutral

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