{"id":1468,"date":"2026-07-20T18:45:24","date_gmt":"2026-07-20T18:45:24","guid":{"rendered":"https:\/\/commercialrelocationpros.com\/?p=1468"},"modified":"2026-07-20T18:45:24","modified_gmt":"2026-07-20T18:45:24","slug":"the-outsider-trading-problem","status":"publish","type":"post","link":"https:\/\/commercialrelocationpros.com\/?p=1468","title":{"rendered":"The \u2018Outsider Trading\u2019 Problem"},"content":{"rendered":"<section>\n<p>There are worse things you could do than drive to a Parisian airport and mess around with a temperature sensor on the airfield\u2014for only a few minutes! But why do that at all?<\/p>\n<p>Read more <a href=\"https:\/\/commercialrelocationpros.com\/?p=1466\">Photos: 50 Years Since Viking 1 Landed on Mars<\/a><\/p>\n<p>To make money, maybe. This is the scheme that <u>some mysterious person<\/u> (or persons) reportedly carried out in April to win a bet on the prediction-market platform Polymarket, which allows people to wager on the highest temperature in Paris on any given day, not unlike <u>weather derivatives<\/u>. The popular version of the story says that the shadowy figure warmed the sensor with a hair dryer\u2014a photo showing this turned out to be AI generated\u2014but it could have been anything. A lighter, a hand warmer.<\/p>\n<p>By artificially boosting the number on the sensor, this person won about $20,000. The French police are investigating because you can\u2019t trespass at the airport or tamper with its equipment, but Polymarket apparently didn\u2019t take the winnings back. (It did <u>change<\/u> the airport that it relies on for Paris-temperature readings; the French government, however, <u>blocked access<\/u> to the platform this week.)<\/p>\n<p>Over the past couple of years, plenty of concern has been expressed about how prediction markets may enable\u2014and create the incentive for\u2014<u>insider trading<\/u>. Some of the many people who have wagered on markets corresponding to when a war would start, <u>when a regime would change<\/u>, or even who would be at Taylor Swift\u2019s wedding may actually have known the outcome before it happened. \u201cMention markets,\u201d which allow participants to bet on words that a public figure might use in a speech, or how long the speech will be, can obviously be gamed by people close to the figure in question\u2014just last week, <u>ABC News reported<\/u> that a teleprompter operator at the White House has made more than $100,000 by using Kalshi to wager on President Trump\u2019s speeches. (\u201cThe White House has strict ethics guidelines that we expect all staffers and officials to follow,\u201d a White House spokesperson told the outlet, while confirming that the employee had been placed on leave.)<\/p>\n<p>The issues with insider trading are clear: It\u2019s illegal, for starters, and the platforms ban it, anyway. (Although insider trading also arguably serves the purpose of prediction markets, which is to channel the \u201cwisdom of the crowd\u201d to forecast the event most likely to happen.) People can also easily identify and avoid the markets most susceptible to it. But what about the hair-dryer sort of trading, when an apparent outsider changes the course of events to cash in on a given outcome? \u201cI think of it as probably a bigger issue or problem than insider trading would be,\u201d Vincent Gr\u00e9goire, a professor of finance at HEC Montr\u00e9al, told me. The Parisian-airport incident didn\u2019t hurt anybody, but future ones might. (You can imagine a bunch of ways in which someone might create a dangerous situation while, for example, attempting to <u>delay an airplane<\/u>.)<\/p>\n<p>Some experts call this type of fraud <u>\u201c<\/u><u>manipulation of the physical world\u201d<\/u>\u2014a riff on market manipulation. I asked others for catchier ideas. Joshua Mitts, a professor at Columbia Law School, wasn\u2019t sure that <i>manipulation<\/i> was the right word, because it has a specific definition for financial markets, but he still kept saying it accidentally as we spoke. I agree that the term is a little lacking. Manipulating the physical world is what I do every moment of every day as I breathe and walk. I would call this type of fraud \u201coutsider trading.\u201d<\/p>\n<p>Outsider trading is also against platform rules. Polymarket and Kalshi both prohibit any type of market manipulation. When I reached out to Polymarket to ask about what had happened in Paris, a spokesperson relayed a statement to me from Olivia Chalos, its deputy chief legal officer, who wrote that Polymarket \u201cmaintains monitoring, review, enforcement, and reporting processes to address potential violations.\u201d<\/p>\n<p>But it\u2019s obviously a bit of a whack-a-mole situation. The U.S. Commodity Futures Trading Commission recently proposed more federal rules for prediction-market platforms to ease the problem. One of the big suggestions was to prohibit the listing of markets that would \u201ccreate perverse financial incentives\u201d\u2014for instance, <u>markets on wildfires<\/u> or a market on whether a famous ape named Little Joe would <u>escape from a zoo<\/u> (for a second time). Polymarket includes a note on that market explaining which law a person would be breaking if they attempted to free the gorilla themselves, and that they could receive a life sentence in prison for doing so. That may have been the first time a prediction-market platform has featured such a warning, the <i>Bloomberg <\/i>columnist Matt Levine noted in a May <u>newsletter<\/u>, \u201cbut I have not done a comprehensive survey and I doubt it\u2019ll be the last.\u201d<\/p>\n<p>The experts I spoke with said that the most appealing markets for this kind of trickery would rely on a single number or simple, discrete outcome that a normal person could cheaply affect\u2014the temperature reading in Paris, for example. Caleb Davies, an internet-famous prediction-market trader, highlighted another when he wrote <u>about his experience<\/u> losing thousands of dollars betting on Spotify\u2019s streaming charts, which scammers had apparently figured out how to game by <u>artificially juicing<\/u> how many times a given song was played. Davies says the experience led him to an epiphany. He\u2019s no longer just betting on the data, he said: \u201cI\u2019m also betting that nobody is going to mess with it.\u201d And that\u2019s a bad bet.<\/p>\n<p>Read more <a href=\"https:\/\/commercialrelocationpros.com\/?p=1464\">The Subject Too Big for Fiction<\/a><\/p>\n<p>Davies posted a screenshot to X to show that he\u2019d removed about $250,000 from his Kalshi account, and he says he\u2019s stopped using it entirely. \u201cI love prediction markets,\u201d he told me. \u201cI\u2019d love to keep playing in them. But right now, both platforms are garbage, I think.\u201d When I contacted the company for comment, the Kalshi spokesperson Jacki McGavick said that Kalshi \u201ctakes market manipulation or fraudulent activity as seriously as any federally regulated financial exchange\u201d and is investigating the Spotify incident.<\/p>\n<p>For the sake of conversation, Davies scrolled through Kalshi while we were on the phone, looking for opportunities for manipulation. Spotify charts were a good one, he knew. Rotten Tomatoes scores would be better (more money), though a little harder to game. (Nevertheless, <i>New York <\/i>magazine\u2019s Matt Stieb <u>figured out<\/u> how to do it.) I pointed out to him that a market was open for the timing of this year\u2019s first human case of screwworm in the United States. You could expose yourself to some infected livestock. But he wasn\u2019t interested. \u201cI think I\u2019d just rather not make money than do that,\u201d he said. \u201cI\u2019ve read about that\u2014it doesn\u2019t sound very appealing.\u201d<\/p>\n<p>Right now, the platforms\u2014which are very much in advertising mode\u2014carry a lot of markets that don\u2019t have a ton of trading volume. They want as many as they can to attract new users and generate revenue. Also, a lot of them are funny: Most people probably recognize that it\u2019s a waste of money to wager on whether Little Joe the gorilla will escape, but it\u2019s fun to talk about. As more outsider-trading stories surface, though, people will likely be more hesitant to participate in markets that seem easy to rig. This problem, even more than insider trading, may start to limit what Polymarket and Kalshi can offer.<\/p>\n<p>There are plenty of things the platforms could do to intervene in outsider trading, Joshua Della Vedova, an associate professor of finance at the University of San Diego\u2019s business school, told me. They could limit the size of bets in markets in which the result would be easy to rig. They could look for suspicious trades using some of the same methods that detect insider trading. His preferred method looks for \u201cexcess accuracy.\u201d If someone bets that an Olivia Rodrigo song is going to hit No. 1, that makes sense\u2014but if they also specifically bet \u201cno\u201d on Drake and Charli XCX and Bad Bunny, then they\u2019re demonstrating a suspicious amount of confidence. That confidence could come from having an inside line, or it could come from using bots to spike streams artificially. Platforms could also disallow markets that are resolved by checking a single number from a single source, he suggested. That would have solved the issue at the Paris airport, for example, and it\u2019s not as if Polymarket couldn\u2019t have used an aggregation of weather data, rather than just one reading.<\/p>\n<p>Without some change, the platforms may continue to send ripples through reality\u2014beyond just the goofy markets that they choose to list. A <i><u>Wall Street Journal<\/u><\/i><u>report<\/u> found that Polymarket had been encouraging people to share videos with faked versions of their Polymarket dashboards, showing made-up earnings on imaginary bets that never happened. Weirder to me were the <u>staged viral clips<\/u> through which Polymarket and Kalshi looped themselves into the New York Knicks\u2019 run to their first NBA Championship in more than 50 years.<\/p>\n<p>In one of those clips, a purported Knicks fan outside Madison Square Garden yelled, apparently improvisationally, \u201cMy mayor Muslim, my bagels Jewish, my Christian Dior, Knicks in four.\u201d Later, when it turned out that he hadn\u2019t made this up at all\u2014someone had posted it as a TikTok comment weeks before and <u>parts of the rhyme<\/u> were even older\u2014and that the mic he\u2019d yelled into had been Kalshi branded, the whole thing a Kalshi stunt, nobody seemed to care. The chant became real. It was everywhere.<\/p>\n<p>The platforms pitch themselves as truth machines, which could mean a couple of different things. Are they finding it or making it? At some point, it may be difficult to identify the difference between reflecting our reality and creating a new one\u2014or doing both.<\/p>\n<p>Read more <a href=\"https:\/\/commercialrelocationpros.com\/?p=1460\">\u2019Turning Up the Heat on the Streets\u2019<\/a><\/p>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>A new, gonzo style of fraud could be an existential threat to prediction markets.<\/p>\n","protected":false},"author":1,"featured_media":1467,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-1468","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The \u2018Outsider Trading\u2019 Problem - Commercial Relocation Pros<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/commercialrelocationpros.com\/?p=1468\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The \u2018Outsider Trading\u2019 Problem - 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