美国正在缓慢地走向一场 Polymarket 灾难。
Prediction markets are ushering in a world in which news becomes about gambling

原始链接: https://www.theatlantic.com/technology/2026/01/america-polymarket-disaster/685662/

一种新兴趋势是新闻媒体将来自“预测市场”的数据(如Kalshi和Polymarket等平台,用户在这些平台上为未来事件下注)整合到报道中。CNN、道琼斯等媒体现在将这些赔率与传统数据(如民意调查)一起呈现,引发了对新闻与赌博界限模糊的担忧。 支持者认为这些市场反映了集体智慧(“用钱说话”),而批评者则认为它们很容易被操纵,可能误导公众,并且除了运气之外,几乎没有预测能力。围绕2024年选举或尼古拉斯·马杜罗被捕等事件中出现的异常时机投注,引发了人们对内幕信息和故意影响的质疑。 对新闻进行投注(甚至包括严肃的地缘政治事件)日益正常化,可能会扭曲公众认知,尤其是在选举临近时。随着平台的目标是“金融化一切”,将任何意见分歧转化为可交易资产的动机日益增强,可能导致媒体报道受到投注赔率而非事实报道的驱动。这种趋势呼应了赌博对体育报道的影响,但可能带来更严重的后果。

## Polymarket 担忧:摘要 一篇近期文章强调了对预测市场(如 Polymarket)兴起日益增长的担忧,引发了 Hacker News 的讨论。核心问题并非平台本身,而是主流曝光增加的潜在后果——特别是,在国家新闻媒体上的广告宣传。 用户担心这种曝光会认可和规范化这些市场,为富人或拥有内幕信息的人进行操纵打开大门。从预测(并可能*影响*)政治结果到地缘政治危机等事件来获利,被认为是一个严重的问题。有人指出,例如可能与特朗普关税公告相关的内幕交易。 虽然一些人认为预测市场可以提供有价值的见解,并且目前风险相对较低,但另一些人强调了激励行动以实现投注结果的固有风险。人们对破坏机构和允许有权势者从利益冲突中获利所带来的伦理影响表示担忧。讨论还涉及与其他形式的赌博的相似之处,以及社会上日益倾向于将经济利益置于首位的趋势。
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原文

For the past week, I’ve found myself playing the same 23-second CNN clip on repeat. I’ve watched it in bed, during my commute to work, at the office, midway through making carrot soup, and while brushing my teeth. In the video, Harry Enten, the network’s chief data analyst, stares into the camera and breathlessly tells his audience about the gambling odds that Donald Trump will buy any of Greenland. “The people who are putting their money where their mouth is—they are absolutely taking this seriously,” Enten says. He taps the giant touch screen behind him and pulls up a made-for-TV graphic: Based on how people were betting online at the time, there was a 36 percent chance that the president would annex Greenland. “Whoa, way up there!” Enten yells, slapping his hands together. “My goodness gracious!” The ticker at the bottom of the screen speeds through other odds: Will Gavin Newsom win the next presidential election? 19 percent chance. Will Viktor Orbán be out as the leader of Hungary before the end of the year? 48 percent chance.

These odds were pulled from Kalshi, which hilariously claims not to be a gambling platform: It’s a “prediction market.” People go to sites such as Kalshi and Polymarket—another big prediction market—in order to put money down on a given news event. Nobody would bet on something that they didn’t believe would happen, the thinking goes, and so the markets are meant to forecast the likelihood of a given outcome.

Prediction markets let you wager on basically anything. Will Elon Musk father another baby by June 30? Will Jesus return this year? Will Israel strike Gaza tomorrow? Will the longevity guru Bryan Johnson’s next functional sperm count be greater than “20.0 M/ejac”? These sites have recently boomed in popularity—particularly among terminally online young men who trade meme stocks and siphon from their 401(k)s to buy up bitcoin. But now prediction markets are creeping into the mainstream. CNN announced a deal with Kalshi last month to integrate the site’s data into its broadcasts, which has led to betting odds showing up in segments about Democrats possibly retaking the House, credit-card interest rates, and Federal Reserve Chair Jerome Powell. At least twice in the past two weeks, Enten has told viewers about the value of data from people who are “putting their money where their mouth is.”

On January 7, the media giant Dow Jones announced its own collaboration with Polymarket and said that it will begin integrating the site’s odds across its publications, including The Wall Street Journal. CNBC has a prediction-market deal, as does Yahoo Finance, Sports Illustrated, and Time. Last week, MoviePass announced that it will begin testing a betting platform. On Sunday, the Golden Globes featured Polymarket’s forecasts throughout the broadcast—because apparently Americans wanted to know whether online gamblers favored Amy Poehler or Dax Shepard to win Best Podcast.

Media is a ruthless, unstable business, and revenue streams are drying up; if you squint, you can see why CNN or Dow Jones might sign a contract that, after all, provides its audience with some kind of data. On air, Enten cites Kalshi odds alongside Gallup polls and Google searches—what’s the difference? “The data featured through our partnership with Kalshi is just one of many sources used to provide context around the stories or topics we are covering and has no impact on editorial judgment,” Brian Poliakoff, a CNN spokesperson, told me in a statement. Nolly Evans, the Journal’s digital general manager, told me that Polymarket provides the newspaper’s journalists with “another way to quantify collective expectations—especially around financial or geopolitical events.” In an email, Jack Suh, a Kalshi spokesperson, told me that the company’s partnerships are designed to inform the public, not to encourage more trading. Polymarket declined to comment.

The problem is that prediction markets are ushering in a world in which news becomes as much about gambling as about the event itself. This kind of thing has already happened to sports, where the language of “parlays” and “covering the spread” has infiltrated every inch of commentary. ESPN partners with DraftKings to bring its odds to SportsCenter and Monday Night Football; CBS Sports has a betting vertical; FanDuel runs its own streaming network. But the stakes of Greenland’s future are more consequential than the NFL playoffs.

The more that prediction markets are treated like news, especially heading into another election, the more every dip and swing in the odds may end up wildly misleading people about what might happen, or influencing what happens in the real world. Yet it’s unclear whether these sites are meaningful predictors of anything. After the Golden Globes, Polymarket CEO Shayne Coplan excitedly posted that his site had correctly predicted 26 of 28 winners, which seems impressive—but Hollywood awards shows are generally predictable. One recent study found that Polymarket’s forecasts in the weeks before the 2024 election were not much better than chance.

These markets are also manipulable. In 2012, one bettor on the now-defunct prediction market Intrade placed a series of huge wagers on Mitt Romney in the two weeks preceding the election, generating a betting line indicative of a tight race. The bettor did not seem motivated by financial gain, according to two researchers who examined the trades. “More plausibly, this trader could have been attempting to manipulate beliefs about the odds of victory in an attempt to boost fundraising, campaign morale, and turnout,” they wrote. The trader lost at least $4 million but might have shaped media attention of the race for less than the price of a prime-time ad, they concluded.

A billionaire congressional candidate can’t just send a check to Quinnipiac University and suddenly find himself as the polling front-runner, but he can place enormous Polymarket bets on himself that move the odds in his favor. Or consider this hypothetical laid out by the Stanford political scientist Andrew Hall: What if, a month before the 2028 presidential election, the race is dead even between J. D. Vance and Mark Cuban? Inexplicably, Vance’s odds of winning surge on Kalshi, possibly linked to shady overseas bets. CNN airs segment after segment about the spike, turning it into an all-consuming national news story. Democrats and Republicans point fingers at each other, and no one knows what’s really going on. Such a scenario is “plausible—maybe even likely—in the coming years,” Hall writes. It doesn’t help that the Trump Media and Technology Group, the owner of the president’s social-media platform, Truth Social, is set to launch its own platform, Truth Predict. (Donald Trump Jr. is an adviser to both Kalshi and Polymarket.)

The irony of prediction markets is that they are supposed to be a more trustworthy way of gleaning the future than internet clickbait and half-baked punditry, but they risk shredding whatever shared trust we still have left. The suspiciously well-timed bets that one Polymarket user placed right before the capture of Nicolás Maduro may have been just a stroke of phenomenal luck that netted a roughly $400,000 payout. Or maybe someone with inside information was looking for easy money. Last week, when White House Press Secretary Karoline Leavitt abruptly ended her briefing after 64 minutes and 30 seconds, many traders were outraged, because they had predicted (with 98 percent odds) that the briefing would run past 65 minutes. Some suspected, with no evidence, that Leavitt had deliberately stopped before the 65-minute mark to turn a profit. (When I asked the White House about this, the spokesperson Davis Ingle told me in a statement, “This is a 100% Fake News narrative.”)

Unintentionally or not, this is what happens when media outlets normalize treating every piece of news and entertainment as something to wager on. As Tarek Mansour, Kalshi’s CEO, has said, his long-term goal is to “financialize everything and create a tradable asset out of any difference in opinion.” (Kalshi means “everything” in Arabic.) What could go wrong? As one viral post on X recently put it, “Got a buddy who is praying for world war 3 so he can win $390 on Polymarket.” It’s a joke. I think.

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