Kalshi 如何影响新闻
How Kalshi Infects the News

原始链接: https://www.publicnotice.co/p/kalshi-cnn-cnbc

CNN 和 CNBC 已与预测市场平台 Kalshi 建立了有利可图的商业合作关系,但这两家电视网却经常未能向受众披露这些利益冲突。 CNBC 与 Kalshi 的合作关系涉及客户获取费用、数据授权及少数股权投资。尽管如此,该电视网在发布以市场为重点的报道时往往不予披露,并邀请 Kalshi 的首席执行官进行软性访谈,却对该平台过往的内幕交易丑闻只字不提。同样,CNN 推出了一个名为“赔率”(The Odds)的常设环节,分析师在节目中将 Kalshi 推崇为可靠的数据来源。尽管独立研究表明 Kalshi 的政治市场交易量仅占其总交易量的一小部分,且存在系统性偏差和易受操纵的风险,但 CNN 的协议仍赋予了 Kalshi 独家合作权。 批评者认为,这些电视网实际上是在为自己参股的平台充当营销部门。通过将投机性强、交易量稀少的预测赔率包装为严肃的政治分析,这些媒体不仅有误导观众的风险,还模糊了客观新闻报道与付费推广内容之间的界限。两家电视网均坚称其编辑独立性并未受到影响,但对于其与该平台财务关系的具体程度,却缺乏透明度。

近期 Hacker News 上的一场讨论批评了像 Kalshi 这类预测市场的兴起,认为将包括政治结果在内的一切事物都“博彩化”是一种破坏性的社会趋势。 评论者表达了强烈的不满,称这种现象是“毒瘤”,并认为其背后是政府贪婪且不受限制的推动。用户指出,尽管现有法律旨在限制此类活动,但这些平台本质上是利用法律漏洞进行监管缺失的赌博操作。 讨论强调了几个更广泛的担忧:无处不在的博彩广告具有掠夺性,这些平台对年轻男性的负面影响尤为严重,以及人们对政府未能执行现有法规感到日益愤世嫉俗。许多参与者表示,执法部门似乎对这些公司视而不见,对此感到沮丧;他们认为,只有通过政治领导层的更迭,专注于遏制企业腐败,才有可能解决这一问题。
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原文

This is a special collaboration between Public Notice and Judd Legum of Popular Information. For more news and analysis from Judd and his team, subscribe to Popular Information HERE.

In December 2025, CNN and CNBC struck landmark deals with Kalshi, a leading prediction market. Since then, both networks have promoted Kalshi to viewers extensively, frequently vouching for its accuracy. The existence of a financial relationship between the networks and Kalshi, however, is disclosed to viewers inconsistently.

Since December CNBC has published 58 articles that do little more than advertise the existence of a Kalshi market related to a news event. The headlines include “Traders predict Michael Jackson hits top Spotify after biopic,” “Kalshi traders don’t see Hormuz traffic normal until July,” and “Traders say Karen Bass and Spencer Pratt will advance to runoff in high-profile LA mayoral race.” (Pratt did not advance.)

Since April, CNBC has employed a dedicated reporter to produce these articles. CNBC also maintains a page on its website featuring Kalshi prediction markets selected by CNBC editors, along with its web coverage.

Some of CNBC’s reporting about Kalshi includes the disclosure, “CNBC and Kalshi have a commercial relationship that includes customer acquisition and a minority investment.” This means CNBC is paid every time it can convert a viewer to a Kalshi user. As an investor, the network also benefits if Kalshi’s overall valuation increases. CNBC is also paid directly by Kalshi for using its data, according to The Wrap.

In at least 22 cases, however, CNBC has written about Kalshi and not disclosed its financial conflict. In recent weeks CNBC has more frequently failed to include its Kalshi disclosure, including two pieces on June 10, one each on June 11, June 15, June 16, and June 23, three pieces on June 26, and one each on July 1, and July 2.

On air, where CNBC promotes Kalshi nearly every day, disclosure is also spotty.

On June 26, during a Squawk Box interview with California Republican gubernatorial candidate Steve Hilton, host Andrew Ross Sorkin brought up the fact that Kalshi gives Hilton a 9.5% chance of winning the election. Producers then cut to a Kalshi graphic depicting those odds while a Kalshi QR code was displayed on the screen. The hosts never acknowledged CNBC’s financial relationship with Kalshi during the segment.

Similarly, during a news rundown on June 23, CNBC correspondent Contessa Brewer claimed that “prediction markets are hot, hot, hot” and mentioned that in recent days Kalshi and Polymarket “handled billions of dollars in trading volume” without disclosing CNBC’s business relationship with Kalshi.

CNBC’s Fast Money and Squawk Box each recently hosted Kalshi co-founder and CEO Tarek Mansour for extended soft-focus interviews. On June 24, for example, Squawk Box host Joe Kernen gave Mansour an open mic to portray Kalshi as a “pro-regulation company” that has kept its hands clean as “our competitors” have been mired in insider trading scandals.

While the interview did include the standard CNBC disclosure, Kernen did not ask Mansour about Kalshi’s recent insider trading scandals. Earlier that month, NPR reported former Congressman George Santos was under Department of Justice investigation for allegedly being involved with insider trading on Kalshi. Other high-profile incidents of insider trading on Kalshi involved political candidates and a MrBeast editor.

CNBC did not immediately respond to a request for comment.

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Since December, CNN has featured Kalshi in a segment called “The Odds” at least 115 times. In these segments, Harry Enten, CNN’s chief data analyst, frequently suggests that Kalshi predictions are more accurate than other sources. While polling relies on volunteers, Enten repeatedly reminds CNN viewers that prediction markets are driven by people who “put their money where their mouth is.”

On January 7, Enten highlighted that, in six days, the odds on Kalshi that the United States would buy part of Greenland by the end of Trump’s first term increased from 12% to 36%. Enten said this was proof that “the people putting their money where their mouth is” are “absolutely taking this seriously.”

“Whoa… way up there now to 36%,” Enten exclaimed. “A tripling in less than a week. My goodness gracious.”

Enten and his co-host, John Berman, then discussed that another Kalshi market at the time showed a 43% chance that Trump would acquire part of Greenland by any means, including militarily. Berman described it as “a pretty high chance” and said that 43% odds on a Kalshi market meant “a lot of people made bets.” Enten agreed, calling it a “very high chance.”

Berman didn’t say how many people made bets because he does not know and that information is not disclosed by Kalshi. Politics markets represent just 4% of all trading on Kalshi, according to a May 2026 Pew Research study — a fact never mentioned on air. (Sports accounts for 80% of Kalshi trading volume.)

Enten and Berman promoted the 43% chance of Trump acquiring part of Greenland as reflective of people “putting their money where their mouth is.” But an analysis of Kalshi’s own data shows the price increased from 30% to 39% between January 3-5, 2026, on just $24,000 worth of “yes” trades. The market was so thin that, on January 4, the “yes” odds briefly spiked to 60%.

During most segments of “The Odds,” a special ticker scrolls across the bottom of the screen promoting Kalshi markets on a wide variety of topics.

According to reporting in The Wrap and The New Yorker, Kalshi pays for CNN to promote its data. The deal is exclusive, meaning that CNN cannot report on Polymarket odds, even though Polymarket has a much more robust market on political topics. These segments conclude with the tag, “The Odds, brought to you by Kalshi prediction market.”

That boilerplate language makes it sound like Kalshi is a typical advertiser, when its relationship with CNN is more extensive. Kalshi regularly clips and promotes CNN’s “The Odds” segments on X, but excludes CNN’s “brought to you by” tagline.

“Prediction markets offer just one source of data that journalists can use in telling a story,” a CNN spokesman said in response to a request for comment. “It is used as a complement to other reporting and data sources, such as polling. It is not a replacement for other sources and has no impact on editorial independence.”

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Kalshi’s political markets, which dominate the coverage on CNN and are featured prominently on CNBC, are also the least accurate.

A February 2026 study by a researcher at the National Economics University in Vietnam analyzed 292 million trades across 327,000 contracts on Kalshi and Polymarket. The study, which has not yet been formally published, found that Kalshi’s political markets “compressed toward 50%,” meaning they systematically overvalue longshots and undervalue favorites. This is exactly what we saw with the coverage of Greenland, where a Trump pipe dream was promoted as something with a “very high chance” based on the Kalshi odds.

In another recent segment on CNN, Enten, citing Kalshi data, told viewers that Trump has an 8% chance of being featured on a $250 bill. That likely significantly overestimates the actual odds, since featuring a living person on U.S. currency has been illegal for the last 160 years. A bill to amend the law for Trump was introduced in February 2025, and although the Treasury Department has produced a mockup, no congressional action has been taken.

The author of the study theorizes that “political markets attract traders with strong, opposing convictions” which can drive the price “near 50–60% even when the true probability is substantially higher or lower.” The study argues that journalists and news consumers that take prediction market prices “at face value… are systematically misled.”

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